---
_id: '10055'
abstract:
- lang: eng
  text: "Repeated idempotent elements are commonly used to characterise iterable behaviours
    in abstract models of computation. Therefore, given a monoid M, it is natural
    to ask how long a sequence of elements of M needs to be to ensure the presence
    of consecutive idempotent factors. This question is formalised through the notion
    of the Ramsey function R_M associated to M, obtained by mapping every k ∈ ℕ to
    the minimal integer R_M(k) such that every word u ∈ M^* of length R_M(k) contains
    k consecutive non-empty factors that correspond to the same idempotent element
    of M. In this work, we study the behaviour of the Ramsey function R_M by investigating
    the regular \U0001D49F-length of M, defined as the largest size L(M) of a submonoid
    of M isomorphic to the set of natural numbers {1,2, …, L(M)} equipped with the
    max operation. We show that the regular \U0001D49F-length of M determines the
    degree of R_M, by proving that k^L(M) ≤ R_M(k) ≤ (k|M|⁴)^L(M). To allow applications
    of this result, we provide the value of the regular \U0001D49F-length of diverse
    monoids. In particular, we prove that the full monoid of n × n Boolean matrices,
    which is used to express transition monoids of non-deterministic automata, has
    a regular \U0001D49F-length of (n²+n+2)/2."
acknowledgement: This project has received funding from the European Union’s Horizon
  2020 research and innovation programme under the Marie Skłodowska-Curie Grant Agreement
  No. 754411. I wish to thank Michaël Cadilhac, Emmanuel Filiot and Charles Paperman
  for their valuable insights concerning Green’s relations.
alternative_title:
- LIPIcs
article_number: '44'
article_processing_charge: No
author:
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
citation:
  ama: 'Jecker IR. A Ramsey theorem for finite monoids. In: <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>. Vol 187. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">10.4230/LIPIcs.STACS.2021.44</a>'
  apa: 'Jecker, I. R. (2021). A Ramsey theorem for finite monoids. In <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i> (Vol. 187). Saarbrücken,
    Germany: Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">https://doi.org/10.4230/LIPIcs.STACS.2021.44</a>'
  chicago: Jecker, Ismael R. “A Ramsey Theorem for Finite Monoids.” In <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>, Vol. 187. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">https://doi.org/10.4230/LIPIcs.STACS.2021.44</a>.
  ieee: I. R. Jecker, “A Ramsey theorem for finite monoids,” in <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>, Saarbrücken, Germany,
    2021, vol. 187.
  ista: 'Jecker IR. 2021. A Ramsey theorem for finite monoids. 38th International
    Symposium on Theoretical Aspects of Computer Science. STACS: Symposium on Theoretical
    Aspects of Computer Science, LIPIcs, vol. 187, 44.'
  mla: Jecker, Ismael R. “A Ramsey Theorem for Finite Monoids.” <i>38th International
    Symposium on Theoretical Aspects of Computer Science</i>, vol. 187, 44, Schloss
    Dagstuhl - Leibniz Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2021.44">10.4230/LIPIcs.STACS.2021.44</a>.
  short: I.R. Jecker, in:, 38th International Symposium on Theoretical Aspects of
    Computer Science, Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-03-19
  location: Saarbrücken, Germany
  name: 'STACS: Symposium on Theoretical Aspects of Computer Science'
  start_date: 2021-03-16
date_created: 2021-09-27T14:33:15Z
date_published: 2021-03-10T00:00:00Z
date_updated: 2023-08-14T07:03:23Z
day: '10'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.STACS.2021.44
ec_funded: 1
external_id:
  isi:
  - '000635691700044'
file:
- access_level: open_access
  checksum: 17432a05733f408de300e17e390a90e4
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-10-01T09:55:00Z
  date_updated: 2021-10-01T09:55:00Z
  file_id: '10063'
  file_name: 2021_LIPIcs_Jecker.pdf
  file_size: 720250
  relation: main_file
  success: 1
file_date_updated: 2021-10-01T09:55:00Z
has_accepted_license: '1'
intvolume: '       187'
isi: 1
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 38th International Symposium on Theoretical Aspects of Computer Science
publication_identifier:
  isbn:
  - 978-3-9597-7180-1
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: A Ramsey theorem for finite monoids
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 187
year: '2021'
...
---
_id: '10072'
abstract:
- lang: eng
  text: The Lovász Local Lemma (LLL) is a powerful tool in probabilistic combinatorics
    which can be used to establish the existence of objects that satisfy certain properties.
    The breakthrough paper of Moser and Tardos and follow-up works revealed that the
    LLL has intimate connections with a class of stochastic local search algorithms
    for finding such desirable objects. In particular, it can be seen as a sufficient
    condition for this type of algorithms to converge fast. Besides conditions for
    existence of and fast convergence to desirable objects, one may naturally ask
    further questions regarding properties of these algorithms. For instance, "are
    they parallelizable?", "how many solutions can they output?", "what is the expected
    "weight" of a solution?", etc. These questions and more have been answered for
    a class of LLL-inspired algorithms called commutative. In this paper we introduce
    a new, very natural and more general notion of commutativity (essentially matrix
    commutativity) which allows us to show a number of new refined properties of LLL-inspired
    local search algorithms with significantly simpler proofs.
acknowledgement: "Fotis Iliopoulos: This material is based upon work directly supported
  by the IAS Fund for Math and indirectly supported by the National Science Foundation
  Grant No. CCF-1900460. Any opinions, findings and conclusions or recommendations
  expressed in this material are those of the author(s) and do not necessarily reflect
  the views of the National Science Foundation. This work is also supported by the
  National Science Foundation Grant No. CCF-1815328.\r\nVladimir Kolmogorov: Supported
  by the European Research Council under the European Unions Seventh Framework Programme
  (FP7/2007-2013)/ERC grant agreement no 616160."
alternative_title:
- LIPIcs
article_number: '31'
article_processing_charge: Yes
arxiv: 1
author:
- first_name: David G.
  full_name: Harris, David G.
  last_name: Harris
- first_name: Fotis
  full_name: Iliopoulos, Fotis
  last_name: Iliopoulos
- first_name: Vladimir
  full_name: Kolmogorov, Vladimir
  id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kolmogorov
citation:
  ama: 'Harris DG, Iliopoulos F, Kolmogorov V. A new notion of commutativity for the
    algorithmic Lovász Local Lemma. In: <i>Approximation, Randomization, and Combinatorial
    Optimization. Algorithms and Techniques</i>. Vol 207. Schloss Dagstuhl - Leibniz
    Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2021.31">10.4230/LIPIcs.APPROX/RANDOM.2021.31</a>'
  apa: 'Harris, D. G., Iliopoulos, F., &#38; Kolmogorov, V. (2021). A new notion of
    commutativity for the algorithmic Lovász Local Lemma. In <i>Approximation, Randomization,
    and Combinatorial Optimization. Algorithms and Techniques</i> (Vol. 207). Virtual:
    Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2021.31">https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2021.31</a>'
  chicago: Harris, David G., Fotis Iliopoulos, and Vladimir Kolmogorov. “A New Notion
    of Commutativity for the Algorithmic Lovász Local Lemma.” In <i>Approximation,
    Randomization, and Combinatorial Optimization. Algorithms and Techniques</i>,
    Vol. 207. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2021.31">https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2021.31</a>.
  ieee: D. G. Harris, F. Iliopoulos, and V. Kolmogorov, “A new notion of commutativity
    for the algorithmic Lovász Local Lemma,” in <i>Approximation, Randomization, and
    Combinatorial Optimization. Algorithms and Techniques</i>, Virtual, 2021, vol.
    207.
  ista: 'Harris DG, Iliopoulos F, Kolmogorov V. 2021. A new notion of commutativity
    for the algorithmic Lovász Local Lemma. Approximation, Randomization, and Combinatorial
    Optimization. Algorithms and Techniques. APPROX/RANDOM: Approximation Algorithms
    for Combinatorial Optimization Problems/ Randomization and Computation, LIPIcs,
    vol. 207, 31.'
  mla: Harris, David G., et al. “A New Notion of Commutativity for the Algorithmic
    Lovász Local Lemma.” <i>Approximation, Randomization, and Combinatorial Optimization.
    Algorithms and Techniques</i>, vol. 207, 31, Schloss Dagstuhl - Leibniz Zentrum
    für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2021.31">10.4230/LIPIcs.APPROX/RANDOM.2021.31</a>.
  short: D.G. Harris, F. Iliopoulos, V. Kolmogorov, in:, Approximation, Randomization,
    and Combinatorial Optimization. Algorithms and Techniques, Schloss Dagstuhl -
    Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-08-18
  location: Virtual
  name: 'APPROX/RANDOM: Approximation Algorithms for Combinatorial Optimization Problems/
    Randomization and Computation'
  start_date: 2021-08-16
date_created: 2021-10-03T22:01:22Z
date_published: 2021-09-15T00:00:00Z
date_updated: 2022-03-18T10:08:25Z
day: '15'
ddc:
- '000'
department:
- _id: VlKo
doi: 10.4230/LIPIcs.APPROX/RANDOM.2021.31
ec_funded: 1
external_id:
  arxiv:
  - '2008.05569'
file:
- access_level: open_access
  checksum: 9d2544d53aa5b01565c6891d97a4d765
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-10-06T13:51:54Z
  date_updated: 2021-10-06T13:51:54Z
  file_id: '10098'
  file_name: 2021_LIPIcs_Harris.pdf
  file_size: 804472
  relation: main_file
  success: 1
file_date_updated: 2021-10-06T13:51:54Z
has_accepted_license: '1'
intvolume: '       207'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 25FBA906-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '616160'
  name: 'Discrete Optimization in Computer Vision: Theory and Practice'
publication: Approximation, Randomization, and Combinatorial Optimization. Algorithms
  and Techniques
publication_identifier:
  isbn:
  - 978-3-9597-7207-5
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: A new notion of commutativity for the algorithmic Lovász Local Lemma
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 207
year: '2021'
...
---
_id: '10075'
abstract:
- lang: eng
  text: We study the expressiveness and succinctness of good-for-games pushdown automata
    (GFG-PDA) over finite words, that is, pushdown automata whose nondeterminism can
    be resolved based on the run constructed so far, but independently of the remainder
    of the input word. We prove that GFG-PDA recognise more languages than deterministic
    PDA (DPDA) but not all context-free languages (CFL). This class is orthogonal
    to unambiguous CFL. We further show that GFG-PDA can be exponentially more succinct
    than DPDA, while PDA can be double-exponentially more succinct than GFG-PDA. We
    also study GFGness in visibly pushdown automata (VPA), which enjoy better closure
    properties than PDA, and for which we show GFGness to be ExpTime-complete. GFG-VPA
    can be exponentially more succinct than deterministic VPA, while VPA can be exponentially
    more succinct than GFG-VPA. Both of these lower bounds are tight. Finally, we
    study the complexity of resolving nondeterminism in GFG-PDA. Every GFG-PDA has
    a positional resolver, a function that resolves nondeterminism and that is only
    dependant on the current configuration. Pushdown transducers are sufficient to
    implement the resolvers of GFG-VPA, but not those of GFG-PDA. GFG-PDA with finite-state
    resolvers are determinisable.
acknowledgement: 'Ismaël Jecker: Funded by the European Union’s Horizon 2020 research
  and innovation programme under the Marie Skłodowska-Curie grant agreement No 754411.
  Karoliina Lehtinen: Funded by the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie grant agreement No 892704.'
alternative_title:
- LIPIcs
article_number: '53'
article_processing_charge: No
arxiv: 1
author:
- first_name: Shibashis
  full_name: Guha, Shibashis
  last_name: Guha
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
- first_name: Karoliina
  full_name: Lehtinen, Karoliina
  last_name: Lehtinen
- first_name: Martin
  full_name: Zimmermann, Martin
  last_name: Zimmermann
citation:
  ama: 'Guha S, Jecker IR, Lehtinen K, Zimmermann M. A bit of nondeterminism makes
    pushdown automata expressive and succinct. In: <i>46th International Symposium
    on Mathematical Foundations of Computer Science</i>. Vol 202. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">10.4230/LIPIcs.MFCS.2021.53</a>'
  apa: 'Guha, S., Jecker, I. R., Lehtinen, K., &#38; Zimmermann, M. (2021). A bit
    of nondeterminism makes pushdown automata expressive and succinct. In <i>46th
    International Symposium on Mathematical Foundations of Computer Science</i> (Vol.
    202). Tallinn, Estonia: Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a
    href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">https://doi.org/10.4230/LIPIcs.MFCS.2021.53</a>'
  chicago: Guha, Shibashis, Ismael R Jecker, Karoliina Lehtinen, and Martin Zimmermann.
    “A Bit of Nondeterminism Makes Pushdown Automata Expressive and Succinct.” In
    <i>46th International Symposium on Mathematical Foundations of Computer Science</i>,
    Vol. 202. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">https://doi.org/10.4230/LIPIcs.MFCS.2021.53</a>.
  ieee: S. Guha, I. R. Jecker, K. Lehtinen, and M. Zimmermann, “A bit of nondeterminism
    makes pushdown automata expressive and succinct,” in <i>46th International Symposium
    on Mathematical Foundations of Computer Science</i>, Tallinn, Estonia, 2021, vol.
    202.
  ista: 'Guha S, Jecker IR, Lehtinen K, Zimmermann M. 2021. A bit of nondeterminism
    makes pushdown automata expressive and succinct. 46th International Symposium
    on Mathematical Foundations of Computer Science. MFCS: Mathematical Foundations
    of Computer Science, LIPIcs, vol. 202, 53.'
  mla: Guha, Shibashis, et al. “A Bit of Nondeterminism Makes Pushdown Automata Expressive
    and Succinct.” <i>46th International Symposium on Mathematical Foundations of
    Computer Science</i>, vol. 202, 53, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021, doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2021.53">10.4230/LIPIcs.MFCS.2021.53</a>.
  short: S. Guha, I.R. Jecker, K. Lehtinen, M. Zimmermann, in:, 46th International
    Symposium on Mathematical Foundations of Computer Science, Schloss Dagstuhl -
    Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-08-27
  location: Tallinn, Estonia
  name: 'MFCS: Mathematical Foundations of Computer Science'
  start_date: 2021-08-23
date_created: 2021-10-03T22:01:23Z
date_published: 2021-08-18T00:00:00Z
date_updated: 2022-05-13T08:21:56Z
day: '18'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.MFCS.2021.53
ec_funded: 1
external_id:
  arxiv:
  - '2105.02611'
file:
- access_level: open_access
  checksum: f4d407d43a97330c3fb11e6a7a6fbfb2
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-10-06T12:44:05Z
  date_updated: 2021-10-06T12:44:05Z
  file_id: '10097'
  file_name: 2021_LIPIcs_Guha.pdf
  file_size: 825567
  relation: main_file
  success: 1
file_date_updated: 2021-10-06T12:44:05Z
has_accepted_license: '1'
intvolume: '       202'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 46th International Symposium on Mathematical Foundations of Computer
  Science
publication_identifier:
  isbn:
  - 978-3-9597-7201-3
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: A bit of nondeterminism makes pushdown automata expressive and succinct
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 202
year: '2021'
...
---
_id: '10216'
abstract:
- lang: eng
  text: 'This paper reports a new concurrent graph data structure that supports updates
    of both edges and vertices and queries: Breadth-first search, Single-source shortest-path,
    and Betweenness centrality. The operations are provably linearizable and non-blocking.'
acknowledgement: "This work was partially funded by National Supercomputing Mission,
  Govt. of India under the project “Concurrent and Distributed Programming primitives
  and algorithms for Temporal Graphs”(DST/NSM/R&D_Exascale/2021/16).\r\n"
alternative_title:
- LIPIcs
article_number: '52'
article_processing_charge: No
arxiv: 1
author:
- first_name: Bapi
  full_name: Chatterjee, Bapi
  id: 3C41A08A-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
- first_name: Sathya
  full_name: Peri, Sathya
  last_name: Peri
- first_name: Muktikanta
  full_name: Sa, Muktikanta
  last_name: Sa
citation:
  ama: 'Chatterjee B, Peri S, Sa M. Brief announcement: Non-blocking dynamic unbounded
    graphs with worst-case amortized bounds. In: <i>35th International Symposium on
    Distributed Computing</i>. Vol 209. Schloss Dagstuhl - Leibniz Zentrum für Informatik;
    2021. doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.52">10.4230/LIPIcs.DISC.2021.52</a>'
  apa: 'Chatterjee, B., Peri, S., &#38; Sa, M. (2021). Brief announcement: Non-blocking
    dynamic unbounded graphs with worst-case amortized bounds. In <i>35th International
    Symposium on Distributed Computing</i> (Vol. 209). Freiburg, Germany: Schloss
    Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.52">https://doi.org/10.4230/LIPIcs.DISC.2021.52</a>'
  chicago: 'Chatterjee, Bapi, Sathya Peri, and Muktikanta Sa. “Brief Announcement:
    Non-Blocking Dynamic Unbounded Graphs with Worst-Case Amortized Bounds.” In <i>35th
    International Symposium on Distributed Computing</i>, Vol. 209. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.52">https://doi.org/10.4230/LIPIcs.DISC.2021.52</a>.'
  ieee: 'B. Chatterjee, S. Peri, and M. Sa, “Brief announcement: Non-blocking dynamic
    unbounded graphs with worst-case amortized bounds,” in <i>35th International Symposium
    on Distributed Computing</i>, Freiburg, Germany, 2021, vol. 209.'
  ista: 'Chatterjee B, Peri S, Sa M. 2021. Brief announcement: Non-blocking dynamic
    unbounded graphs with worst-case amortized bounds. 35th International Symposium
    on Distributed Computing. DISC: Distributed Computing, LIPIcs, vol. 209, 52.'
  mla: 'Chatterjee, Bapi, et al. “Brief Announcement: Non-Blocking Dynamic Unbounded
    Graphs with Worst-Case Amortized Bounds.” <i>35th International Symposium on Distributed
    Computing</i>, vol. 209, 52, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021, doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.52">10.4230/LIPIcs.DISC.2021.52</a>.'
  short: B. Chatterjee, S. Peri, M. Sa, in:, 35th International Symposium on Distributed
    Computing, Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-10-08
  location: Freiburg, Germany
  name: 'DISC: Distributed Computing'
  start_date: 2021-10-04
date_created: 2021-11-07T23:01:23Z
date_published: 2021-10-04T00:00:00Z
date_updated: 2021-11-12T09:42:55Z
day: '04'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2021.52
external_id:
  arxiv:
  - '2003.01697'
file:
- access_level: open_access
  checksum: 76546df112a0ba1166c864d33d7834e2
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-11-12T09:23:22Z
  date_updated: 2021-11-12T09:23:22Z
  file_id: '10276'
  file_name: 2021_LIPIcsDISC_BChatterjee.pdf
  file_size: 795860
  relation: main_file
  success: 1
file_date_updated: 2021-11-12T09:23:22Z
has_accepted_license: '1'
intvolume: '       209'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
publication: 35th International Symposium on Distributed Computing
publication_identifier:
  isbn:
  - 9-783-9597-7210-5
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Brief announcement: Non-blocking dynamic unbounded graphs with worst-case
  amortized bounds'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 209
year: '2021'
...
---
_id: '10217'
abstract:
- lang: eng
  text: This paper gives tight logarithmic lower bounds on the solo step complexity
    of leader election in an asynchronous shared-memory model with single-writer multi-reader
    (SWMR) registers, for both deterministic and randomized obstruction-free algorithms.
    The approach extends to lower bounds for deterministic and randomized obstruction-free
    algorithms using multi-writer registers under bounded write concurrency, showing
    a trade-off between the solo step complexity of a leader election algorithm, and
    the worst-case number of stalls incurred by a processor in an execution.
acknowledgement: "Dan Alistarh: Supported in part by the European Research Council
  (ERC) under the European Union’s Horizon 2020 research and innovation programme
  (grant agreement No 805223 ScaleML). Giorgi Nadiradze: Supported in part by the
  European Research Council (ERC) under the European Union’s Horizon 2020 research
  and innovation programme (grant agreement No 805223 ScaleML). The authors would
  like to thank the DISC anonymous reviewers for their useful\r\nfeedback and comments."
alternative_title:
- LIPIcs
article_number: '4'
article_processing_charge: No
author:
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
- first_name: Rati
  full_name: Gelashvili, Rati
  last_name: Gelashvili
- first_name: Giorgi
  full_name: Nadiradze, Giorgi
  id: 3279A00C-F248-11E8-B48F-1D18A9856A87
  last_name: Nadiradze
citation:
  ama: 'Alistarh D-A, Gelashvili R, Nadiradze G. Lower bounds for shared-memory leader
    election under bounded write contention. In: <i>35th International Symposium on
    Distributed Computing</i>. Vol 209. Schloss Dagstuhl - Leibniz Zentrum für Informatik;
    2021. doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.4">10.4230/LIPIcs.DISC.2021.4</a>'
  apa: 'Alistarh, D.-A., Gelashvili, R., &#38; Nadiradze, G. (2021). Lower bounds
    for shared-memory leader election under bounded write contention. In <i>35th International
    Symposium on Distributed Computing</i> (Vol. 209). Freiburg, Germany: Schloss
    Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.4">https://doi.org/10.4230/LIPIcs.DISC.2021.4</a>'
  chicago: Alistarh, Dan-Adrian, Rati Gelashvili, and Giorgi Nadiradze. “Lower Bounds
    for Shared-Memory Leader Election under Bounded Write Contention.” In <i>35th
    International Symposium on Distributed Computing</i>, Vol. 209. Schloss Dagstuhl
    - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.4">https://doi.org/10.4230/LIPIcs.DISC.2021.4</a>.
  ieee: D.-A. Alistarh, R. Gelashvili, and G. Nadiradze, “Lower bounds for shared-memory
    leader election under bounded write contention,” in <i>35th International Symposium
    on Distributed Computing</i>, Freiburg, Germany, 2021, vol. 209.
  ista: 'Alistarh D-A, Gelashvili R, Nadiradze G. 2021. Lower bounds for shared-memory
    leader election under bounded write contention. 35th International Symposium on
    Distributed Computing. DISC: Distributed Computing, LIPIcs, vol. 209, 4.'
  mla: Alistarh, Dan-Adrian, et al. “Lower Bounds for Shared-Memory Leader Election
    under Bounded Write Contention.” <i>35th International Symposium on Distributed
    Computing</i>, vol. 209, 4, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021, doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.4">10.4230/LIPIcs.DISC.2021.4</a>.
  short: D.-A. Alistarh, R. Gelashvili, G. Nadiradze, in:, 35th International Symposium
    on Distributed Computing, Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021.
conference:
  end_date: 2021-10-08
  location: Freiburg, Germany
  name: 'DISC: Distributed Computing'
  start_date: 2021-10-04
date_created: 2021-11-07T23:01:23Z
date_published: 2021-10-04T00:00:00Z
date_updated: 2022-08-19T07:23:28Z
day: '04'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2021.4
ec_funded: 1
file:
- access_level: open_access
  checksum: b4cdc6668c899a601c5e6a96b8ca54d9
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-11-12T09:33:26Z
  date_updated: 2021-11-12T09:33:26Z
  file_id: '10277'
  file_name: 2021_LIPIcsDISC_Alistarh.pdf
  file_size: 706791
  relation: main_file
  success: 1
file_date_updated: 2021-11-12T09:33:26Z
has_accepted_license: '1'
intvolume: '       209'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '805223'
  name: Elastic Coordination for Scalable Machine Learning
publication: 35th International Symposium on Distributed Computing
publication_identifier:
  isbn:
  - 9-783-9597-7210-5
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Lower bounds for shared-memory leader election under bounded write contention
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 209
year: '2021'
...
---
_id: '10218'
abstract:
- lang: eng
  text: 'Let G be a graph on n nodes. In the stochastic population protocol model,
    a collection of n indistinguishable, resource-limited nodes collectively solve
    tasks via pairwise interactions. In each interaction, two randomly chosen neighbors
    first read each other’s states, and then update their local states. A rich line
    of research has established tight upper and lower bounds on the complexity of
    fundamental tasks, such as majority and leader election, in this model, when G
    is a clique. Specifically, in the clique, these tasks can be solved fast, i.e.,
    in n polylog n pairwise interactions, with high probability, using at most polylog
    n states per node. In this work, we consider the more general setting where G
    is an arbitrary graph, and present a technique for simulating protocols designed
    for fully-connected networks in any connected regular graph. Our main result is
    a simulation that is efficient on many interesting graph families: roughly, the
    simulation overhead is polylogarithmic in the number of nodes, and quadratic in
    the conductance of the graph. As an example, this implies that, in any regular
    graph with conductance φ, both leader election and exact majority can be solved
    in φ^{-2} ⋅ n polylog n pairwise interactions, with high probability, using at
    most φ^{-2} ⋅ polylog n states per node. This shows that there are fast and space-efficient
    population protocols for leader election and exact majority on graphs with good
    expansion properties.'
acknowledgement: This project has received funding from the European Union’s Horizon
  2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement
  No 840605.
alternative_title:
- LIPIcs
article_number: '43'
article_processing_charge: No
arxiv: 1
author:
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
- first_name: Rati
  full_name: Gelashvili, Rati
  last_name: Gelashvili
- first_name: Joel
  full_name: Rybicki, Joel
  id: 334EFD2E-F248-11E8-B48F-1D18A9856A87
  last_name: Rybicki
  orcid: 0000-0002-6432-6646
citation:
  ama: 'Alistarh D-A, Gelashvili R, Rybicki J. Brief announcement: Fast graphical
    population protocols. In: <i>35th International Symposium on Distributed Computing</i>.
    Vol 209. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.43">10.4230/LIPIcs.DISC.2021.43</a>'
  apa: 'Alistarh, D.-A., Gelashvili, R., &#38; Rybicki, J. (2021). Brief announcement:
    Fast graphical population protocols. In <i>35th International Symposium on Distributed
    Computing</i> (Vol. 209). Freiburg, Germany: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.43">https://doi.org/10.4230/LIPIcs.DISC.2021.43</a>'
  chicago: 'Alistarh, Dan-Adrian, Rati Gelashvili, and Joel Rybicki. “Brief Announcement:
    Fast Graphical Population Protocols.” In <i>35th International Symposium on Distributed
    Computing</i>, Vol. 209. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
    <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.43">https://doi.org/10.4230/LIPIcs.DISC.2021.43</a>.'
  ieee: 'D.-A. Alistarh, R. Gelashvili, and J. Rybicki, “Brief announcement: Fast
    graphical population protocols,” in <i>35th International Symposium on Distributed
    Computing</i>, Freiburg, Germany, 2021, vol. 209.'
  ista: 'Alistarh D-A, Gelashvili R, Rybicki J. 2021. Brief announcement: Fast graphical
    population protocols. 35th International Symposium on Distributed Computing. DISC:
    Distributed Computing , LIPIcs, vol. 209, 43.'
  mla: 'Alistarh, Dan-Adrian, et al. “Brief Announcement: Fast Graphical Population
    Protocols.” <i>35th International Symposium on Distributed Computing</i>, vol.
    209, 43, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.43">10.4230/LIPIcs.DISC.2021.43</a>.'
  short: D.-A. Alistarh, R. Gelashvili, J. Rybicki, in:, 35th International Symposium
    on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
conference:
  end_date: 2021-10-08
  location: Freiburg, Germany
  name: 'DISC: Distributed Computing '
  start_date: 2021-10-04
date_created: 2021-11-07T23:01:24Z
date_published: 2021-10-04T00:00:00Z
date_updated: 2023-02-21T09:24:08Z
day: '04'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2021.43
ec_funded: 1
external_id:
  arxiv:
  - '2102.08808'
file:
- access_level: open_access
  checksum: fd2a690f6856d21247e9aa952b0e2885
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-11-12T08:16:44Z
  date_updated: 2021-11-12T08:16:44Z
  file_id: '10274'
  file_name: 2021_LIPIcsDISC_Alistarh.pdf
  file_size: 534219
  relation: main_file
  success: 1
file_date_updated: 2021-11-12T08:16:44Z
has_accepted_license: '1'
intvolume: '       209'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '840605'
  name: Coordination in constrained and natural distributed systems
publication: 35th International Symposium on Distributed Computing
publication_identifier:
  isbn:
  - 9-783-9597-7210-5
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Brief announcement: Fast graphical population protocols'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 209
year: '2021'
...
---
_id: '10219'
abstract:
- lang: eng
  text: We show that any algorithm that solves the sinkless orientation problem in
    the supported LOCAL model requires Ω(log n) rounds, and this is tight. The supported
    LOCAL is at least as strong as the usual LOCAL model, and as a corollary this
    also gives a new, short and elementary proof that shows that the round complexity
    of the sinkless orientation problem in the deterministic LOCAL model is Ω(log
    n).
acknowledgement: "Janne H. Korhonen: Project has received funding from the European
  Research Council (ERC) under the European Union’s Horizon 2020 research and innovation
  programme (grant agreement No 805223 ScaleML). Ami Paz: We acknowledge the Austrian
  Science Fund (FWF) and netIDEE SCIENCE project P 33775-N. Stefan Schmid: Research
  supported by the Austrian Science Fund (FWF) project ADVISE, I 4800-N, 2020-2023.\r\n"
alternative_title:
- LIPIcs
article_number: '58'
article_processing_charge: No
arxiv: 1
author:
- first_name: Janne
  full_name: Korhonen, Janne
  id: C5402D42-15BC-11E9-A202-CA2BE6697425
  last_name: Korhonen
- first_name: Ami
  full_name: Paz, Ami
  last_name: Paz
- first_name: Joel
  full_name: Rybicki, Joel
  id: 334EFD2E-F248-11E8-B48F-1D18A9856A87
  last_name: Rybicki
  orcid: 0000-0002-6432-6646
- first_name: Stefan
  full_name: Schmid, Stefan
  last_name: Schmid
- first_name: Jukka
  full_name: Suomela, Jukka
  last_name: Suomela
citation:
  ama: 'Korhonen J, Paz A, Rybicki J, Schmid S, Suomela J. Brief announcement: Sinkless
    orientation is hard also in the supported LOCAL model. In: <i>35th International
    Symposium on Distributed Computing</i>. Vol 209. Schloss Dagstuhl - Leibniz Zentrum
    für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.58">10.4230/LIPIcs.DISC.2021.58</a>'
  apa: 'Korhonen, J., Paz, A., Rybicki, J., Schmid, S., &#38; Suomela, J. (2021).
    Brief announcement: Sinkless orientation is hard also in the supported LOCAL model.
    In <i>35th International Symposium on Distributed Computing</i> (Vol. 209). Freiburg,
    Germany: Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.58">https://doi.org/10.4230/LIPIcs.DISC.2021.58</a>'
  chicago: 'Korhonen, Janne, Ami Paz, Joel Rybicki, Stefan Schmid, and Jukka Suomela.
    “Brief Announcement: Sinkless Orientation Is Hard Also in the Supported LOCAL
    Model.” In <i>35th International Symposium on Distributed Computing</i>, Vol.
    209. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.DISC.2021.58">https://doi.org/10.4230/LIPIcs.DISC.2021.58</a>.'
  ieee: 'J. Korhonen, A. Paz, J. Rybicki, S. Schmid, and J. Suomela, “Brief announcement:
    Sinkless orientation is hard also in the supported LOCAL model,” in <i>35th International
    Symposium on Distributed Computing</i>, Freiburg, Germany, 2021, vol. 209.'
  ista: 'Korhonen J, Paz A, Rybicki J, Schmid S, Suomela J. 2021. Brief announcement:
    Sinkless orientation is hard also in the supported LOCAL model. 35th International
    Symposium on Distributed Computing. DISC: Distributed Computing , LIPIcs, vol.
    209, 58.'
  mla: 'Korhonen, Janne, et al. “Brief Announcement: Sinkless Orientation Is Hard
    Also in the Supported LOCAL Model.” <i>35th International Symposium on Distributed
    Computing</i>, vol. 209, 58, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021, doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2021.58">10.4230/LIPIcs.DISC.2021.58</a>.'
  short: J. Korhonen, A. Paz, J. Rybicki, S. Schmid, J. Suomela, in:, 35th International
    Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz Zentrum für Informatik,
    2021.
conference:
  end_date: 2021-10-08
  location: Freiburg, Germany
  name: 'DISC: Distributed Computing '
  start_date: 2021-10-04
date_created: 2021-11-07T23:01:24Z
date_published: 2021-10-04T00:00:00Z
date_updated: 2021-11-12T09:37:18Z
day: '04'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2021.58
ec_funded: 1
external_id:
  arxiv:
  - '2108.02655'
file:
- access_level: open_access
  checksum: c43188dc2070bbd2bf5fd6fdaf9ce36d
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-11-12T08:27:42Z
  date_updated: 2021-11-12T08:27:42Z
  file_id: '10275'
  file_name: 2021_LIPIcsDISC_Korhonen.pdf
  file_size: 474242
  relation: main_file
  success: 1
file_date_updated: 2021-11-12T08:27:42Z
has_accepted_license: '1'
intvolume: '       209'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '805223'
  name: Elastic Coordination for Scalable Machine Learning
publication: 35th International Symposium on Distributed Computing
publication_identifier:
  isbn:
  - 9-783-9597-7210-5
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Brief announcement: Sinkless orientation is hard also in the supported LOCAL
  model'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 209
year: '2021'
...
---
_id: '10629'
abstract:
- lang: eng
  text: "Product graphs arise naturally in formal verification and program analysis.
    For example, the analysis of two concurrent threads requires the product of two
    component control-flow graphs, and for language inclusion of deterministic automata
    the product of two automata is constructed. In many cases, the component graphs
    have constant treewidth, e.g., when the input contains control-flow graphs of
    programs. We consider the algorithmic analysis of products of two constant-treewidth
    graphs with respect to three classic specification languages, namely, (a) algebraic
    properties, (b) mean-payoff properties, and (c) initial credit for energy properties.\r\nOur
    main contributions are as follows. Consider a graph G that is the product of two
    constant-treewidth graphs of size n each. First, given an idempotent semiring,
    we present an algorithm that computes the semiring transitive closure of G in
    time Õ(n⁴). Since the output has size Θ(n⁴), our algorithm is optimal (up to
    polylog factors). Second, given a mean-payoff objective, we present an O(n³)-time
    algorithm for deciding whether the value of a starting state is non-negative,
    improving the previously known O(n⁴) bound. Third, given an initial credit for
    energy objective, we present an O(n⁵)-time algorithm for computing the minimum
    initial credit for all nodes of G, improving the previously known O(n⁸) bound.
    At the heart of our approach lies an algorithm for the efficient construction
    of strongly-balanced tree decompositions of constant-treewidth graphs. Given a
    constant-treewidth graph G' of n nodes and a positive integer λ, our algorithm
    constructs a binary tree decomposition of G' of width O(λ) with the property that
    the size of each subtree decreases geometrically with rate (1/2 + 2^{-λ})."
alternative_title:
- LIPIcs
article_number: '42'
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: 'Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. Quantitative verification on
    product graphs of small treewidth. In: <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>. Vol 213. Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">10.4230/LIPIcs.FSTTCS.2021.42</a>'
  apa: 'Chatterjee, K., Ibsen-Jensen, R., &#38; Pavlogiannis, A. (2021). Quantitative
    verification on product graphs of small treewidth. In <i>41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science</i> (Vol.
    213). Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42</a>'
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Andreas Pavlogiannis.
    “Quantitative Verification on Product Graphs of Small Treewidth.” In <i>41st IARCS
    Annual Conference on Foundations of Software Technology and Theoretical Computer
    Science</i>, Vol. 213. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
    <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42</a>.
  ieee: K. Chatterjee, R. Ibsen-Jensen, and A. Pavlogiannis, “Quantitative verification
    on product graphs of small treewidth,” in <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>, Virtual, 2021, vol.
    213.
  ista: 'Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. 2021. Quantitative verification
    on product graphs of small treewidth. 41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science. FSTTCS: Foundations of
    Software Technology and Theoretical Computer Science, LIPIcs, vol. 213, 42.'
  mla: Chatterjee, Krishnendu, et al. “Quantitative Verification on Product Graphs
    of Small Treewidth.” <i>41st IARCS Annual Conference on Foundations of Software
    Technology and Theoretical Computer Science</i>, vol. 213, 42, Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42">10.4230/LIPIcs.FSTTCS.2021.42</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, A. Pavlogiannis, in:, 41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
conference:
  end_date: 2021-12-17
  location: Virtual
  name: 'FSTTCS: Foundations of Software Technology and Theoretical Computer Science'
  start_date: 2021-12-15
date_created: 2022-01-16T23:01:28Z
date_published: 2021-11-29T00:00:00Z
date_updated: 2022-01-17T10:39:40Z
day: '29'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.FSTTCS.2021.42
file:
- access_level: open_access
  checksum: 71141acdeffa9056f24d6dbef952d254
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-01-17T10:36:08Z
  date_updated: 2022-01-17T10:36:08Z
  file_id: '10633'
  file_name: 2021_LIPIcs_Chatterjee.pdf
  file_size: 891566
  relation: main_file
  success: 1
file_date_updated: 2022-01-17T10:36:08Z
has_accepted_license: '1'
intvolume: '       213'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
publication: 41st IARCS Annual Conference on Foundations of Software Technology and
  Theoretical Computer Science
publication_identifier:
  isbn:
  - 978-3-9597-7215-0
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Quantitative verification on product graphs of small treewidth
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 213
year: '2021'
...
---
_id: '10630'
abstract:
- lang: eng
  text: In the Intersection Non-emptiness problem, we are given a list of finite automata
    A_1, A_2,… , A_m over a common alphabet Σ as input, and the goal is to determine
    whether some string w ∈ Σ^* lies in the intersection of the languages accepted
    by the automata in the list. We analyze the complexity of the Intersection Non-emptiness
    problem under the promise that all input automata accept a language in some level
    of the dot-depth hierarchy, or some level of the Straubing-Thérien hierarchy.
    Automata accepting languages from the lowest levels of these hierarchies arise
    naturally in the context of model checking. We identify a dichotomy in the dot-depth
    hierarchy by showing that the problem is already NP-complete when all input automata
    accept languages of the levels B_0 or B_{1/2} and already PSPACE-hard when all
    automata accept a language from the level B_1. Conversely, we identify a tetrachotomy
    in the Straubing-Thérien hierarchy. More precisely, we show that the problem is
    in AC^0 when restricted to level L_0; complete for L or NL, depending on the input
    representation, when restricted to languages in the level L_{1/2}; NP-complete
    when the input is given as DFAs accepting a language in L_1 or L_{3/2}; and finally,
    PSPACE-complete when the input automata accept languages in level L_2 or higher.
    Moreover, we show that the proof technique used to show containment in NP for
    DFAs accepting languages in L_1 or L_{3/2} does not generalize to the context
    of NFAs. To prove this, we identify a family of languages that provide an exponential
    separation between the state complexity of general NFAs and that of partially
    ordered NFAs. To the best of our knowledge, this is the first superpolynomial
    separation between these two models of computation.
acknowledgement: "We like to thank Lukas Fleischer and Michael Wehar for our discussions.
  This work started at the Schloss Dagstuhl Event 20483 Moderne Aspekte der Komplexitätstheorie
  in der Automatentheorie https://www.dagstuhl.de/20483.\r\n"
alternative_title:
- LIPIcs
article_number: '34'
article_processing_charge: No
arxiv: 1
author:
- first_name: Emmanuel
  full_name: Arrighi, Emmanuel
  last_name: Arrighi
- first_name: Henning
  full_name: Fernau, Henning
  last_name: Fernau
- first_name: Stefan
  full_name: Hoffmann, Stefan
  last_name: Hoffmann
- first_name: Markus
  full_name: Holzer, Markus
  last_name: Holzer
- first_name: Ismael R
  full_name: Jecker, Ismael R
  id: 85D7C63E-7D5D-11E9-9C0F-98C4E5697425
  last_name: Jecker
- first_name: Mateus
  full_name: De Oliveira Oliveira, Mateus
  last_name: De Oliveira Oliveira
- first_name: Petra
  full_name: Wolf, Petra
  last_name: Wolf
citation:
  ama: 'Arrighi E, Fernau H, Hoffmann S, et al. On the complexity of intersection
    non-emptiness for star-free language classes. In: <i>41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science</i>. Vol
    213. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">10.4230/LIPIcs.FSTTCS.2021.34</a>'
  apa: 'Arrighi, E., Fernau, H., Hoffmann, S., Holzer, M., Jecker, I. R., De Oliveira
    Oliveira, M., &#38; Wolf, P. (2021). On the complexity of intersection non-emptiness
    for star-free language classes. In <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i> (Vol. 213). Virtual:
    Schloss Dagstuhl - Leibniz Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34</a>'
  chicago: Arrighi, Emmanuel, Henning Fernau, Stefan Hoffmann, Markus Holzer, Ismael
    R Jecker, Mateus De Oliveira Oliveira, and Petra Wolf. “On the Complexity of Intersection
    Non-Emptiness for Star-Free Language Classes.” In <i>41st IARCS Annual Conference
    on Foundations of Software Technology and Theoretical Computer Science</i>, Vol.
    213. Schloss Dagstuhl - Leibniz Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34</a>.
  ieee: E. Arrighi <i>et al.</i>, “On the complexity of intersection non-emptiness
    for star-free language classes,” in <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>, Virtual, 2021, vol.
    213.
  ista: 'Arrighi E, Fernau H, Hoffmann S, Holzer M, Jecker IR, De Oliveira Oliveira
    M, Wolf P. 2021. On the complexity of intersection non-emptiness for star-free
    language classes. 41st IARCS Annual Conference on Foundations of Software Technology
    and Theoretical Computer Science. FSTTCS: Foundations of Software Technology and
    Theoretical Computer Science, LIPIcs, vol. 213, 34.'
  mla: Arrighi, Emmanuel, et al. “On the Complexity of Intersection Non-Emptiness
    for Star-Free Language Classes.” <i>41st IARCS Annual Conference on Foundations
    of Software Technology and Theoretical Computer Science</i>, vol. 213, 34, Schloss
    Dagstuhl - Leibniz Zentrum für Informatik, 2021, doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2021.34">10.4230/LIPIcs.FSTTCS.2021.34</a>.
  short: E. Arrighi, H. Fernau, S. Hoffmann, M. Holzer, I.R. Jecker, M. De Oliveira
    Oliveira, P. Wolf, in:, 41st IARCS Annual Conference on Foundations of Software
    Technology and Theoretical Computer Science, Schloss Dagstuhl - Leibniz Zentrum
    für Informatik, 2021.
conference:
  end_date: 2021-12-17
  location: Virtual
  name: 'FSTTCS: Foundations of Software Technology and Theoretical Computer Science'
  start_date: 2021-12-15
date_created: 2022-01-16T23:01:29Z
date_published: 2021-11-29T00:00:00Z
date_updated: 2022-01-17T10:56:19Z
day: '29'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.FSTTCS.2021.34
ec_funded: 1
external_id:
  arxiv:
  - '2110.01279'
file:
- access_level: open_access
  checksum: d5a82ba893c3bc5da5914edbb3efb92b
  content_type: application/pdf
  creator: cchlebak
  date_created: 2022-01-17T10:49:03Z
  date_updated: 2022-01-17T10:49:03Z
  file_id: '10634'
  file_name: 2021_LIPIcs_Arrighi.pdf
  file_size: 844224
  relation: main_file
  success: 1
file_date_updated: 2022-01-17T10:49:03Z
has_accepted_license: '1'
intvolume: '       213'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 41st IARCS Annual Conference on Foundations of Software Technology and
  Theoretical Computer Science
publication_identifier:
  isbn:
  - 978-3-9597-7215-0
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the complexity of intersection non-emptiness for star-free language classes
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 213
year: '2021'
...
---
_id: '9441'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e. submanifolds of ℝ^d defined as the zero set of some multivariate
    multivalued smooth function f: ℝ^d → ℝ^{d-n}, where n is the intrinsic dimension
    of the manifold. A natural way to approximate a smooth isomanifold M is to consider
    its Piecewise-Linear (PL) approximation M̂ based on a triangulation \U0001D4AF
    of the ambient space ℝ^d. In this paper, we describe a simple algorithm to trace
    isomanifolds from a given starting point. The algorithm works for arbitrary dimensions
    n and d, and any precision D. Our main result is that, when f (or M) has bounded
    complexity, the complexity of the algorithm is polynomial in d and δ = 1/D (and
    unavoidably exponential in n). Since it is known that for δ = Ω (d^{2.5}), M̂
    is O(D²)-close and isotopic to M, our algorithm produces a faithful PL-approximation
    of isomanifolds of bounded complexity in time polynomial in d. Combining this
    algorithm with dimensionality reduction techniques, the dependency on d in the
    size of M̂ can be completely removed with high probability. We also show that
    the algorithm can handle isomanifolds with boundary and, more generally, isostratifolds.
    The algorithm for isomanifolds with boundary has been implemented and experimental
    results are reported, showing that it is practical and can handle cases that are
    far ahead of the state-of-the-art. "
acknowledgement: We thank Dominique Attali, Guilherme de Fonseca, Arijit Ghosh, Vincent
  Pilaud and Aurélien Alvarez for their comments and suggestions. We also acknowledge
  the reviewers.
alternative_title:
- LIPIcs
article_processing_charge: No
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Siargey
  full_name: Kachanovich, Siargey
  last_name: Kachanovich
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Boissonnat J-D, Kachanovich S, Wintraecken M. Tracing isomanifolds in Rd in
    time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations. In: <i>37th
    International Symposium on Computational Geometry (SoCG 2021)</i>. Vol 189. Leibniz
    International Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2021:17:1-17:16. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">10.4230/LIPIcs.SoCG.2021.17</a>'
  apa: 'Boissonnat, J.-D., Kachanovich, S., &#38; Wintraecken, M. (2021). Tracing
    isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations.
    In <i>37th International Symposium on Computational Geometry (SoCG 2021)</i> (Vol.
    189, p. 17:1-17:16). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">https://doi.org/10.4230/LIPIcs.SoCG.2021.17</a>'
  chicago: 'Boissonnat, Jean-Daniel, Siargey Kachanovich, and Mathijs Wintraecken.
    “Tracing Isomanifolds in Rd in Time Polynomial in d Using Coxeter-Freudenthal-Kuhn
    Triangulations.” In <i>37th International Symposium on Computational Geometry
    (SoCG 2021)</i>, 189:17:1-17:16. Leibniz International Proceedings in Informatics
    (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2021. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">https://doi.org/10.4230/LIPIcs.SoCG.2021.17</a>.'
  ieee: J.-D. Boissonnat, S. Kachanovich, and M. Wintraecken, “Tracing isomanifolds
    in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations,”
    in <i>37th International Symposium on Computational Geometry (SoCG 2021)</i>,
    Virtual, 2021, vol. 189, p. 17:1-17:16.
  ista: 'Boissonnat J-D, Kachanovich S, Wintraecken M. 2021. Tracing isomanifolds
    in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations. 37th
    International Symposium on Computational Geometry (SoCG 2021). SoCG: Symposium
    on Computational GeometryLeibniz International Proceedings in Informatics (LIPIcs),
    LIPIcs, vol. 189, 17:1-17:16.'
  mla: Boissonnat, Jean-Daniel, et al. “Tracing Isomanifolds in Rd in Time Polynomial
    in d Using Coxeter-Freudenthal-Kuhn Triangulations.” <i>37th International Symposium
    on Computational Geometry (SoCG 2021)</i>, vol. 189, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2021, p. 17:1-17:16, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">10.4230/LIPIcs.SoCG.2021.17</a>.
  short: J.-D. Boissonnat, S. Kachanovich, M. Wintraecken, in:, 37th International
    Symposium on Computational Geometry (SoCG 2021), Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, Dagstuhl, Germany, 2021, p. 17:1-17:16.
conference:
  end_date: 2021-06-11
  location: Virtual
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2021-06-07
date_created: 2021-06-02T10:10:55Z
date_published: 2021-06-02T00:00:00Z
date_updated: 2023-10-10T07:34:34Z
day: '02'
ddc:
- '005'
- '516'
- '514'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2021.17
ec_funded: 1
file:
- access_level: open_access
  checksum: c322aa48d5d35a35877896cc565705b6
  content_type: application/pdf
  creator: mwintrae
  date_created: 2021-06-02T10:22:33Z
  date_updated: 2021-06-02T10:22:33Z
  file_id: '9442'
  file_name: LIPIcs-SoCG-2021-17.pdf
  file_size: 1972902
  relation: main_file
  success: 1
file_date_updated: 2021-06-02T10:22:33Z
has_accepted_license: '1'
intvolume: '       189'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 17:1-17:16
place: Dagstuhl, Germany
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 37th International Symposium on Computational Geometry (SoCG 2021)
publication_identifier:
  isbn:
  - 978-3-95977-184-9
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
  record:
  - id: '12960'
    relation: later_version
    status: public
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: Tracing isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn
  triangulations
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425
volume: 189
year: '2021'
...
---
_id: '11814'
abstract:
- lang: eng
  text: "Differentially private algorithms protect individuals in data analysis scenarios
    by ensuring that there is only a weak correlation between the existence of the
    user in the data and the result of the analysis. Dynamic graph algorithms maintain
    the solution to a problem (e.g., a matching) on an evolving input, i.e., a graph
    where nodes or edges are inserted or deleted over time. They output the value
    of the solution after each update operation, i.e., continuously. We study (event-level
    and user-level) differentially private algorithms for graph problems under continual
    observation, i.e., differentially private dynamic graph algorithms. We present
    event-level private algorithms for partially dynamic counting-based problems such
    as triangle count that improve the additive error by a polynomial factor (in the
    length T of the update sequence) on the state of the art, resulting in the first
    algorithms with additive error polylogarithmic in T.\r\nWe also give ε-differentially
    private and partially dynamic algorithms for minimum spanning tree, minimum cut,
    densest subgraph, and maximum matching. The additive error of our improved MST
    algorithm is O(W log^{3/2}T / ε), where W is the maximum weight of any edge, which,
    as we show, is tight up to a (√{log T} / ε)-factor. For the other problems, we
    present a partially-dynamic algorithm with multiplicative error (1+β) for any
    constant β > 0 and additive error O(W log(nW) log(T) / (ε β)). Finally, we show
    that the additive error for a broad class of dynamic graph algorithms with user-level
    privacy must be linear in the value of the output solution’s range."
alternative_title:
- LIPIcs
article_number: '42'
article_processing_charge: No
arxiv: 1
author:
- first_name: Hendrik
  full_name: Fichtenberger, Hendrik
  last_name: Fichtenberger
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Wolfgang
  full_name: Ost, Wolfgang
  last_name: Ost
citation:
  ama: 'Fichtenberger H, Henzinger MH, Ost W. Differentially private algorithms for
    graphs under continual observation. In: <i>29th Annual European Symposium on Algorithms</i>.
    Vol 204. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2021.42">10.4230/LIPIcs.ESA.2021.42</a>'
  apa: 'Fichtenberger, H., Henzinger, M. H., &#38; Ost, W. (2021). Differentially
    private algorithms for graphs under continual observation. In <i>29th Annual European
    Symposium on Algorithms</i> (Vol. 204). Lisbon, Portual: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.ESA.2021.42">https://doi.org/10.4230/LIPIcs.ESA.2021.42</a>'
  chicago: Fichtenberger, Hendrik, Monika H Henzinger, and Wolfgang Ost. “Differentially
    Private Algorithms for Graphs under Continual Observation.” In <i>29th Annual
    European Symposium on Algorithms</i>, Vol. 204. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.ESA.2021.42">https://doi.org/10.4230/LIPIcs.ESA.2021.42</a>.
  ieee: H. Fichtenberger, M. H. Henzinger, and W. Ost, “Differentially private algorithms
    for graphs under continual observation,” in <i>29th Annual European Symposium
    on Algorithms</i>, Lisbon, Portual, 2021, vol. 204.
  ista: 'Fichtenberger H, Henzinger MH, Ost W. 2021. Differentially private algorithms
    for graphs under continual observation. 29th Annual European Symposium on Algorithms.
    ESA: Annual European Symposium on Algorithms, LIPIcs, vol. 204, 42.'
  mla: Fichtenberger, Hendrik, et al. “Differentially Private Algorithms for Graphs
    under Continual Observation.” <i>29th Annual European Symposium on Algorithms</i>,
    vol. 204, 42, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:<a
    href="https://doi.org/10.4230/LIPIcs.ESA.2021.42">10.4230/LIPIcs.ESA.2021.42</a>.
  short: H. Fichtenberger, M.H. Henzinger, W. Ost, in:, 29th Annual European Symposium
    on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
conference:
  end_date: 2021-09-08
  location: Lisbon, Portual
  name: 'ESA: Annual European Symposium on Algorithms'
  start_date: 2021-09-06
date_created: 2022-08-12T07:04:44Z
date_published: 2021-08-31T00:00:00Z
date_updated: 2023-02-14T08:28:56Z
day: '31'
doi: 10.4230/LIPIcs.ESA.2021.42
extern: '1'
external_id:
  arxiv:
  - '2106.14756'
intvolume: '       204'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.ESA.2021.42
month: '08'
oa: 1
oa_version: Published Version
publication: 29th Annual European Symposium on Algorithms
publication_identifier:
  isbn:
  - '9783959772044'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Differentially private algorithms for graphs under continual observation
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 204
year: '2021'
...
---
_id: '8725'
abstract:
- lang: eng
  text: "The design and implementation of efficient concurrent data structures have\r\nseen
    significant attention. However, most of this work has focused on\r\nconcurrent
    data structures providing good \\emph{worst-case} guarantees. In real\r\nworkloads,
    objects are often accessed at different rates, since access\r\ndistributions may
    be non-uniform. Efficient distribution-adaptive data\r\nstructures are known in
    the sequential case, e.g. the splay-trees; however,\r\nthey often are hard to
    translate efficiently in the concurrent case.\r\n  In this paper, we investigate
    distribution-adaptive concurrent data\r\nstructures and propose a new design called
    the splay-list. At a high level, the\r\nsplay-list is similar to a standard skip-list,
    with the key distinction that\r\nthe height of each element adapts dynamically
    to its access rate: popular\r\nelements ``move up,'' whereas rarely-accessed elements
    decrease in height. We\r\nshow that the splay-list provides order-optimal amortized
    complexity bounds for\r\na subset of operations while being amenable to efficient
    concurrent\r\nimplementation. Experimental results show that the splay-list can
    leverage\r\ndistribution-adaptivity to improve on the performance of classic concurrent\r\ndesigns,
    and can outperform the only previously-known distribution-adaptive\r\ndesign in
    certain settings."
acknowledgement: "Vitaly Aksenov: Government of Russian Federation (Grant 08-08).\r\nDan
  Alistarh: ERC Starting Grant 805223 ScaleML."
article_processing_charge: No
arxiv: 1
author:
- first_name: Vitaly
  full_name: Aksenov, Vitaly
  last_name: Aksenov
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
- first_name: Alexandra
  full_name: Drozdova, Alexandra
  last_name: Drozdova
- first_name: Amirkeivan
  full_name: Mohtashami, Amirkeivan
  last_name: Mohtashami
citation:
  ama: 'Aksenov V, Alistarh D-A, Drozdova A, Mohtashami A. The splay-list: A distribution-adaptive
    concurrent skip-list. In: <i>34th International Symposium on Distributed Computing</i>.
    Vol 179. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2020:3:1-3:18.
    doi:<a href="https://doi.org/10.4230/LIPIcs.DISC.2020.3">10.4230/LIPIcs.DISC.2020.3</a>'
  apa: 'Aksenov, V., Alistarh, D.-A., Drozdova, A., &#38; Mohtashami, A. (2020). The
    splay-list: A distribution-adaptive concurrent skip-list. In <i>34th International
    Symposium on Distributed Computing</i> (Vol. 179, p. 3:1-3:18). Freiburg, Germany:
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DISC.2020.3">https://doi.org/10.4230/LIPIcs.DISC.2020.3</a>'
  chicago: 'Aksenov, Vitaly, Dan-Adrian Alistarh, Alexandra Drozdova, and Amirkeivan
    Mohtashami. “The Splay-List: A Distribution-Adaptive Concurrent Skip-List.” In
    <i>34th International Symposium on Distributed Computing</i>, 179:3:1-3:18. LIPIcs.
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.DISC.2020.3">https://doi.org/10.4230/LIPIcs.DISC.2020.3</a>.'
  ieee: 'V. Aksenov, D.-A. Alistarh, A. Drozdova, and A. Mohtashami, “The splay-list:
    A distribution-adaptive concurrent skip-list,” in <i>34th International Symposium
    on Distributed Computing</i>, Freiburg, Germany, 2020, vol. 179, p. 3:1-3:18.'
  ista: 'Aksenov V, Alistarh D-A, Drozdova A, Mohtashami A. 2020. The splay-list:
    A distribution-adaptive concurrent skip-list. 34th International Symposium on
    Distributed Computing. DISC: Symposium on Distributed ComputingLIPIcs vol. 179,
    3:1-3:18.'
  mla: 'Aksenov, Vitaly, et al. “The Splay-List: A Distribution-Adaptive Concurrent
    Skip-List.” <i>34th International Symposium on Distributed Computing</i>, vol.
    179, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, p. 3:1-3:18, doi:<a
    href="https://doi.org/10.4230/LIPIcs.DISC.2020.3">10.4230/LIPIcs.DISC.2020.3</a>.'
  short: V. Aksenov, D.-A. Alistarh, A. Drozdova, A. Mohtashami, in:, 34th International
    Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020, p. 3:1-3:18.
conference:
  end_date: 2020-10-16
  location: Freiburg, Germany
  name: 'DISC: Symposium on Distributed Computing'
  start_date: 2020-10-12
date_created: 2020-11-05T15:26:17Z
date_published: 2020-08-03T00:00:00Z
date_updated: 2023-02-23T13:41:40Z
day: '03'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2020.3
ec_funded: 1
external_id:
  arxiv:
  - '2008.01009'
file:
- access_level: open_access
  checksum: a626a9c47df52b6f6d97edd910dae4ba
  content_type: application/pdf
  creator: dernst
  date_created: 2021-03-11T12:33:35Z
  date_updated: 2021-03-11T12:33:35Z
  file_id: '9237'
  file_name: 2020_LIPIcs_Aksenov.pdf
  file_size: 740358
  relation: main_file
  success: 1
file_date_updated: 2021-03-11T12:33:35Z
has_accepted_license: '1'
intvolume: '       179'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/3.0/
month: '08'
oa: 1
oa_version: Published Version
page: 3:1-3:18
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '805223'
  name: Elastic Coordination for Scalable Machine Learning
publication: 34th International Symposium on Distributed Computing
publication_identifier:
  isbn:
  - '9783959771689'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
series_title: LIPIcs
status: public
title: 'The splay-list: A distribution-adaptive concurrent skip-list'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
  name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
  short: CC BY (3.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 179
year: '2020'
...
---
_id: '7348'
abstract:
- lang: eng
  text: 'The monitoring of event frequencies can be used to recognize behavioral anomalies,
    to identify trends, and to deduce or discard hypotheses about the underlying system.
    For example, the performance of a web server may be monitored based on the ratio
    of the total count of requests from the least and most active clients. Exact frequency
    monitoring, however, can be prohibitively expensive; in the above example it would
    require as many counters as there are clients. In this paper, we propose the efficient
    probabilistic monitoring of common frequency properties, including the mode (i.e.,
    the most common event) and the median of an event sequence. We define a logic
    to express composite frequency properties as a combination of atomic frequency
    properties. Our main contribution is an algorithm that, under suitable probabilistic
    assumptions, can be used to monitor these important frequency properties with
    four counters, independent of the number of different events. Our algorithm samples
    longer and longer subwords of an infinite event sequence. We prove the almost-sure
    convergence of our algorithm by generalizing ergodic theory from increasing-length
    prefixes to increasing-length subwords of an infinite sequence. A similar algorithm
    could be used to learn a connected Markov chain of a given structure from observing
    its outputs, to arbitrary precision, for a given confidence. '
alternative_title:
- LIPIcs
article_number: '20'
article_processing_charge: No
arxiv: 1
author:
- first_name: Thomas
  full_name: Ferrere, Thomas
  id: 40960E6E-F248-11E8-B48F-1D18A9856A87
  last_name: Ferrere
  orcid: 0000-0001-5199-3143
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Bernhard
  full_name: Kragl, Bernhard
  id: 320FC952-F248-11E8-B48F-1D18A9856A87
  last_name: Kragl
  orcid: 0000-0001-7745-9117
citation:
  ama: 'Ferrere T, Henzinger TA, Kragl B. Monitoring event frequencies. In: <i>28th
    EACSL Annual Conference on Computer Science Logic</i>. Vol 152. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">10.4230/LIPIcs.CSL.2020.20</a>'
  apa: 'Ferrere, T., Henzinger, T. A., &#38; Kragl, B. (2020). Monitoring event frequencies.
    In <i>28th EACSL Annual Conference on Computer Science Logic</i> (Vol. 152). Barcelona,
    Spain: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">https://doi.org/10.4230/LIPIcs.CSL.2020.20</a>'
  chicago: Ferrere, Thomas, Thomas A Henzinger, and Bernhard Kragl. “Monitoring Event
    Frequencies.” In <i>28th EACSL Annual Conference on Computer Science Logic</i>,
    Vol. 152. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">https://doi.org/10.4230/LIPIcs.CSL.2020.20</a>.
  ieee: T. Ferrere, T. A. Henzinger, and B. Kragl, “Monitoring event frequencies,”
    in <i>28th EACSL Annual Conference on Computer Science Logic</i>, Barcelona, Spain,
    2020, vol. 152.
  ista: 'Ferrere T, Henzinger TA, Kragl B. 2020. Monitoring event frequencies. 28th
    EACSL Annual Conference on Computer Science Logic. CSL: Computer Science Logic,
    LIPIcs, vol. 152, 20.'
  mla: Ferrere, Thomas, et al. “Monitoring Event Frequencies.” <i>28th EACSL Annual
    Conference on Computer Science Logic</i>, vol. 152, 20, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">10.4230/LIPIcs.CSL.2020.20</a>.
  short: T. Ferrere, T.A. Henzinger, B. Kragl, in:, 28th EACSL Annual Conference on
    Computer Science Logic, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-01-16
  location: Barcelona, Spain
  name: 'CSL: Computer Science Logic'
  start_date: 2020-01-13
date_created: 2020-01-21T11:22:21Z
date_published: 2020-01-15T00:00:00Z
date_updated: 2021-01-12T08:13:12Z
day: '15'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.4230/LIPIcs.CSL.2020.20
external_id:
  arxiv:
  - '1910.06097'
file:
- access_level: open_access
  checksum: b9a691d658d075c6369d3304d17fb818
  content_type: application/pdf
  creator: bkragl
  date_created: 2020-01-21T11:21:04Z
  date_updated: 2020-07-14T12:47:56Z
  file_id: '7349'
  file_name: main.pdf
  file_size: 617206
  relation: main_file
file_date_updated: 2020-07-14T12:47:56Z
has_accepted_license: '1'
intvolume: '       152'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: 28th EACSL Annual Conference on Computer Science Logic
publication_identifier:
  isbn:
  - '9783959771320'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: 1
status: public
title: Monitoring event frequencies
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 152
year: '2020'
...
---
_id: '7952'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e. manifolds defined as the zero set of some multivariate vector-valued
    smooth function f: ℝ^d → ℝ^(d-n). A natural (and efficient) way to approximate
    an isomanifold is to consider its Piecewise-Linear (PL) approximation based on
    a triangulation \U0001D4AF of the ambient space ℝ^d. In this paper, we give conditions
    under which the PL-approximation of an isomanifold is topologically equivalent
    to the isomanifold. The conditions are easy to satisfy in the sense that they
    can always be met by taking a sufficiently fine triangulation \U0001D4AF. This
    contrasts with previous results on the triangulation of manifolds where, in arbitrary
    dimensions, delicate perturbations are needed to guarantee topological correctness,
    which leads to strong limitations in practice. We further give a bound on the
    Fréchet distance between the original isomanifold and its PL-approximation. Finally
    we show analogous results for the PL-approximation of an isomanifold with boundary. "
alternative_title:
- LIPIcs
article_number: 20:1-20:18
article_processing_charge: No
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Boissonnat J-D, Wintraecken M. The topological correctness of PL-approximations
    of isomanifolds. In: <i>36th International Symposium on Computational Geometry</i>.
    Vol 164. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">10.4230/LIPIcs.SoCG.2020.20</a>'
  apa: 'Boissonnat, J.-D., &#38; Wintraecken, M. (2020). The topological correctness
    of PL-approximations of isomanifolds. In <i>36th International Symposium on Computational
    Geometry</i> (Vol. 164). Zürich, Switzerland: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">https://doi.org/10.4230/LIPIcs.SoCG.2020.20</a>'
  chicago: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL-Approximations of Isomanifolds.” In <i>36th International Symposium on Computational
    Geometry</i>, Vol. 164. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
    <a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">https://doi.org/10.4230/LIPIcs.SoCG.2020.20</a>.
  ieee: J.-D. Boissonnat and M. Wintraecken, “The topological correctness of PL-approximations
    of isomanifolds,” in <i>36th International Symposium on Computational Geometry</i>,
    Zürich, Switzerland, 2020, vol. 164.
  ista: 'Boissonnat J-D, Wintraecken M. 2020. The topological correctness of PL-approximations
    of isomanifolds. 36th International Symposium on Computational Geometry. SoCG:
    Symposium on Computational Geometry, LIPIcs, vol. 164, 20:1-20:18.'
  mla: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL-Approximations of Isomanifolds.” <i>36th International Symposium on Computational
    Geometry</i>, vol. 164, 20:1-20:18, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">10.4230/LIPIcs.SoCG.2020.20</a>.
  short: J.-D. Boissonnat, M. Wintraecken, in:, 36th International Symposium on Computational
    Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-06-26
  location: Zürich, Switzerland
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2020-06-22
date_created: 2020-06-09T07:24:11Z
date_published: 2020-06-01T00:00:00Z
date_updated: 2023-08-02T06:49:16Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2020.20
ec_funded: 1
file:
- access_level: open_access
  checksum: 38cbfa4f5d484d267a35d44d210df044
  content_type: application/pdf
  creator: dernst
  date_created: 2020-06-17T10:13:34Z
  date_updated: 2020-07-14T12:48:06Z
  file_id: '7969'
  file_name: 2020_LIPIcsSoCG_Boissonnat.pdf
  file_size: 1009739
  relation: main_file
file_date_updated: 2020-07-14T12:48:06Z
has_accepted_license: '1'
intvolume: '       164'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 36th International Symposium on Computational Geometry
publication_identifier:
  isbn:
  - 978-3-95977-143-6
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
  record:
  - id: '9649'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: The topological correctness of PL-approximations of isomanifolds
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 164
year: '2020'
...
---
_id: '11816'
abstract:
- lang: eng
  text: In recent years, significant advances have been made in the design and analysis
    of fully dynamic maximal matching algorithms. However, these theoretical results
    have received very little attention from the practical perspective. Few of the
    algorithms are implemented and tested on real datasets, and their practical potential
    is far from understood. In this paper, we attempt to bridge the gap between theory
    and practice that is currently observed for the fully dynamic maximal matching
    problem. We engineer several algorithms and empirically study those algorithms
    on an extensive set of dynamic instances.
alternative_title:
- LIPIcs
article_number: '58'
article_processing_charge: No
arxiv: 1
author:
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Khan
  full_name: Shahbaz, Khan
  last_name: Shahbaz
- first_name: Richard
  full_name: Paul, Richard
  last_name: Paul
- first_name: Christian
  full_name: Schulz, Christian
  last_name: Schulz
citation:
  ama: 'Henzinger MH, Shahbaz K, Paul R, Schulz C. Dynamic matching algorithms in
    practice. In: <i>8th Annual European Symposium on Algorithms</i>. Vol 173. Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2020.58">10.4230/LIPIcs.ESA.2020.58</a>'
  apa: 'Henzinger, M. H., Shahbaz, K., Paul, R., &#38; Schulz, C. (2020). Dynamic
    matching algorithms in practice. In <i>8th Annual European Symposium on Algorithms</i>
    (Vol. 173). Pisa, Italy: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a
    href="https://doi.org/10.4230/LIPIcs.ESA.2020.58">https://doi.org/10.4230/LIPIcs.ESA.2020.58</a>'
  chicago: Henzinger, Monika H, Khan Shahbaz, Richard Paul, and Christian Schulz.
    “Dynamic Matching Algorithms in Practice.” In <i>8th Annual European Symposium
    on Algorithms</i>, Vol. 173. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020. <a href="https://doi.org/10.4230/LIPIcs.ESA.2020.58">https://doi.org/10.4230/LIPIcs.ESA.2020.58</a>.
  ieee: M. H. Henzinger, K. Shahbaz, R. Paul, and C. Schulz, “Dynamic matching algorithms
    in practice,” in <i>8th Annual European Symposium on Algorithms</i>, Pisa, Italy,
    2020, vol. 173.
  ista: 'Henzinger MH, Shahbaz K, Paul R, Schulz C. 2020. Dynamic matching algorithms
    in practice. 8th Annual European Symposium on Algorithms. ESA: Annual European
    Symposium on Algorithms, LIPIcs, vol. 173, 58.'
  mla: Henzinger, Monika H., et al. “Dynamic Matching Algorithms in Practice.” <i>8th
    Annual European Symposium on Algorithms</i>, vol. 173, 58, Schloss Dagstuhl -
    Leibniz-Zentrum für Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2020.58">10.4230/LIPIcs.ESA.2020.58</a>.
  short: M.H. Henzinger, K. Shahbaz, R. Paul, C. Schulz, in:, 8th Annual European
    Symposium on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-09-09
  location: Pisa, Italy
  name: 'ESA: Annual European Symposium on Algorithms'
  start_date: 2020-09-07
date_created: 2022-08-12T07:13:25Z
date_published: 2020-08-26T00:00:00Z
date_updated: 2023-02-14T08:57:55Z
day: '26'
doi: 10.4230/LIPIcs.ESA.2020.58
extern: '1'
external_id:
  arxiv:
  - '2004.09099'
intvolume: '       173'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.ESA.2020.58
month: '08'
oa: 1
oa_version: Published Version
publication: 8th Annual European Symposium on Algorithms
publication_identifier:
  isbn:
  - '9783959771627'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Dynamic matching algorithms in practice
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 173
year: '2020'
...
---
_id: '11818'
abstract:
- lang: eng
  text: "With input sizes becoming massive, coresets - small yet representative summary
    of the input - are relevant more than ever. A weighted set C_w that is a subset
    of the input is an ε-coreset if the cost of any feasible solution S with respect
    to C_w is within [1±ε] of the cost of S with respect to the original input. We
    give a very general technique to compute coresets in the fully-dynamic setting
    where input points can be added or deleted. Given a static (i.e., not dynamic)
    ε-coreset-construction algorithm that runs in time t(n, ε, λ) and computes a coreset
    of size s(n, ε, λ), where n is the number of input points and 1-λ is the success
    probability, we give a fully-dynamic algorithm that computes an ε-coreset with
    worst-case update time O((log n) ⋅ t(s(n, ε/log n, λ/n), ε/log n, λ/n)) (this
    bound is stated informally), where the success probability is 1-λ. Our technique
    is a fully-dynamic analog of the merge-and-reduce technique, which is due to Har-Peled
    and Mazumdar [Har-Peled and Mazumdar, 2004] and is based on a technique of Bentley
    and Saxe [Jon Louis Bentley and James B. Saxe, 1980], that applies to the insertion-only
    setting where points can only be added. Although, our space usage is O(n), our
    technique works in the presence of an adaptive adversary, and we show that Ω(n)
    space is required when adversary is adaptive.\r\nAs a concrete implication of
    our technique, using the result of Braverman et al. [{Braverman} et al., 2016],
    we get fully-dynamic ε-coreset-construction algorithms for k-median and k-means
    with worst-case update time O(ε^{-2} k² log⁵ n log³ k) and coreset size O(ε^{-2}
    k log n log² k) ignoring log log n and log(1/ε) factors and assuming that ε =
    Ω(1/poly(n)) and λ = Ω(1/poly(n)) (which are very weak assumptions made only to
    make these bounds easy to parse). This results in the first fully-dynamic constant-approximation
    algorithms for k-median and k-means with update times O(poly(k, log n, ε^{-1})).
    Specifically, the dependence on k is only quadratic, and the bounds are worst-case.
    The best previous bound for both problems was amortized O(nlog n) by Cohen-Addad
    et al. [Cohen-Addad et al., 2019] via randomized O(1)-coresets in O(n) space.\r\nWe
    also show that under the OMv conjecture [Monika Henzinger et al., 2015], a fully-dynamic
    (4 - δ)-approximation algorithm for k-means must either have an amortized update
    time of Ω(k^{1-γ}) or amortized query time of Ω(k^{2 - γ}), where γ > 0 is a constant."
alternative_title:
- LIPIcs
article_number: '57'
article_processing_charge: No
arxiv: 1
author:
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Sagar
  full_name: Kale, Sagar
  last_name: Kale
citation:
  ama: 'Henzinger MH, Kale S. Fully-dynamic coresets. In: <i>28th Annual European
    Symposium on Algorithms</i>. Vol 173. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
    2020. doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2020.57">10.4230/LIPIcs.ESA.2020.57</a>'
  apa: 'Henzinger, M. H., &#38; Kale, S. (2020). Fully-dynamic coresets. In <i>28th
    Annual European Symposium on Algorithms</i> (Vol. 173). Pisa, Italy: Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.ESA.2020.57">https://doi.org/10.4230/LIPIcs.ESA.2020.57</a>'
  chicago: Henzinger, Monika H, and Sagar Kale. “Fully-Dynamic Coresets.” In <i>28th
    Annual European Symposium on Algorithms</i>, Vol. 173. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.ESA.2020.57">https://doi.org/10.4230/LIPIcs.ESA.2020.57</a>.
  ieee: M. H. Henzinger and S. Kale, “Fully-dynamic coresets,” in <i>28th Annual European
    Symposium on Algorithms</i>, Pisa, Italy, 2020, vol. 173.
  ista: 'Henzinger MH, Kale S. 2020. Fully-dynamic coresets. 28th Annual European
    Symposium on Algorithms. ESA: Annual European Symposium on Algorithms, LIPIcs,
    vol. 173, 57.'
  mla: Henzinger, Monika H., and Sagar Kale. “Fully-Dynamic Coresets.” <i>28th Annual
    European Symposium on Algorithms</i>, vol. 173, 57, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2020.57">10.4230/LIPIcs.ESA.2020.57</a>.
  short: M.H. Henzinger, S. Kale, in:, 28th Annual European Symposium on Algorithms,
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-09-09
  location: Pisa, Italy
  name: 'ESA: Annual European Symposium on Algorithms'
  start_date: 2020-09-07
date_created: 2022-08-12T07:22:55Z
date_published: 2020-08-26T00:00:00Z
date_updated: 2023-02-14T09:29:51Z
day: '26'
doi: 10.4230/LIPIcs.ESA.2020.57
extern: '1'
external_id:
  arxiv:
  - '2004.14891'
intvolume: '       173'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.ESA.2020.57
month: '08'
oa: 1
oa_version: Published Version
publication: 28th Annual European Symposium on Algorithms
publication_identifier:
  isbn:
  - '9783959771627'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Fully-dynamic coresets
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 173
year: '2020'
...
---
_id: '11819'
abstract:
- lang: eng
  text: We present a practically efficient algorithm that finds all global minimum
    cuts in huge undirected graphs. Our algorithm uses a multitude of kernelization
    rules to reduce the graph to a small equivalent instance and then finds all minimum
    cuts using an optimized version of the algorithm of Nagamochi, Nakao and Ibaraki.
    In shared memory we are able to find all minimum cuts of graphs with up to billions
    of edges and millions of minimum cuts in a few minutes. We also give a new linear
    time algorithm to find the most balanced minimum cuts given as input the representation
    of all minimum cuts.
alternative_title:
- LIPIcs
article_number: '59'
article_processing_charge: No
arxiv: 1
author:
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Alexander
  full_name: Noe, Alexander
  last_name: Noe
- first_name: Christian
  full_name: Schulz, Christian
  last_name: Schulz
- first_name: Darren
  full_name: Strash, Darren
  last_name: Strash
citation:
  ama: 'Henzinger MH, Noe A, Schulz C, Strash D. Finding all global minimum cuts in
    practice. In: <i>28th Annual European Symposium on Algorithms</i>. Vol 173. Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2020.59">10.4230/LIPIcs.ESA.2020.59</a>'
  apa: 'Henzinger, M. H., Noe, A., Schulz, C., &#38; Strash, D. (2020). Finding all
    global minimum cuts in practice. In <i>28th Annual European Symposium on Algorithms</i>
    (Vol. 173). Pisa, Italy: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a
    href="https://doi.org/10.4230/LIPIcs.ESA.2020.59">https://doi.org/10.4230/LIPIcs.ESA.2020.59</a>'
  chicago: Henzinger, Monika H, Alexander Noe, Christian Schulz, and Darren Strash.
    “Finding All Global Minimum Cuts in Practice.” In <i>28th Annual European Symposium
    on Algorithms</i>, Vol. 173. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020. <a href="https://doi.org/10.4230/LIPIcs.ESA.2020.59">https://doi.org/10.4230/LIPIcs.ESA.2020.59</a>.
  ieee: M. H. Henzinger, A. Noe, C. Schulz, and D. Strash, “Finding all global minimum
    cuts in practice,” in <i>28th Annual European Symposium on Algorithms</i>, Pisa,
    Italy, 2020, vol. 173.
  ista: 'Henzinger MH, Noe A, Schulz C, Strash D. 2020. Finding all global minimum
    cuts in practice. 28th Annual European Symposium on Algorithms. ESA: Annual European
    Symposium on Algorithms, LIPIcs, vol. 173, 59.'
  mla: Henzinger, Monika H., et al. “Finding All Global Minimum Cuts in Practice.”
    <i>28th Annual European Symposium on Algorithms</i>, vol. 173, 59, Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.ESA.2020.59">10.4230/LIPIcs.ESA.2020.59</a>.
  short: M.H. Henzinger, A. Noe, C. Schulz, D. Strash, in:, 28th Annual European Symposium
    on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-09-09
  location: Pisa, Italy
  name: 'ESA: Annual European Symposium on Algorithms'
  start_date: 2020-09-07
date_created: 2022-08-12T07:27:42Z
date_published: 2020-08-26T00:00:00Z
date_updated: 2023-02-14T09:39:18Z
day: '26'
doi: 10.4230/LIPIcs.ESA.2020.59
extern: '1'
external_id:
  arxiv:
  - '2002.06948'
intvolume: '       173'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.ESA.2020.59
month: '08'
oa: 1
oa_version: Published Version
publication: 28th Annual European Symposium on Algorithms
publication_identifier:
  isbn:
  - '9783959771627'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Finding all global minimum cuts in practice
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 173
year: '2020'
...
---
_id: '11822'
abstract:
- lang: eng
  text: "The fully dynamic transitive closure problem asks to maintain reachability
    information in a directed graph between arbitrary pairs of vertices, while the
    graph undergoes a sequence of edge insertions and deletions. The problem has been
    thoroughly investigated in theory and many specialized algorithms for solving
    it have been proposed in the last decades. In two large studies [Frigioni ea,
    2001; Krommidas and Zaroliagis, 2008], a number of these algorithms have been
    evaluated experimentally against simple, static algorithms for graph traversal,
    showing the competitiveness and even superiority of the simple algorithms in practice,
    except for very dense random graphs or very high ratios of queries. A major drawback
    of those studies is that only small and mostly randomly generated graphs are considered.\r\nIn
    this paper, we engineer new algorithms to maintain all-pairs reachability information
    which are simple and space-efficient. Moreover, we perform an extensive experimental
    evaluation on both generated and real-world instances that are several orders
    of magnitude larger than those in the previous studies. Our results indicate that
    our new algorithms outperform all state-of-the-art algorithms on all types of
    input considerably in practice."
alternative_title:
- LIPIcs
article_number: '14'
article_processing_charge: No
arxiv: 1
author:
- first_name: Kathrin
  full_name: Hanauer, Kathrin
  last_name: Hanauer
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Christian
  full_name: Schulz, Christian
  last_name: Schulz
citation:
  ama: 'Hanauer K, Henzinger MH, Schulz C. Faster fully dynamic transitive closure
    in practice. In: <i>18th International Symposium on Experimental Algorithms</i>.
    Vol 160. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.SEA.2020.14">10.4230/LIPIcs.SEA.2020.14</a>'
  apa: 'Hanauer, K., Henzinger, M. H., &#38; Schulz, C. (2020). Faster fully dynamic
    transitive closure in practice. In <i>18th International Symposium on Experimental
    Algorithms</i> (Vol. 160). Pisa, Italy: Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik. <a href="https://doi.org/10.4230/LIPIcs.SEA.2020.14">https://doi.org/10.4230/LIPIcs.SEA.2020.14</a>'
  chicago: Hanauer, Kathrin, Monika H Henzinger, and Christian Schulz. “Faster Fully
    Dynamic Transitive Closure in Practice.” In <i>18th International Symposium on
    Experimental Algorithms</i>, Vol. 160. Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.SEA.2020.14">https://doi.org/10.4230/LIPIcs.SEA.2020.14</a>.
  ieee: K. Hanauer, M. H. Henzinger, and C. Schulz, “Faster fully dynamic transitive
    closure in practice,” in <i>18th International Symposium on Experimental Algorithms</i>,
    Pisa, Italy, 2020, vol. 160.
  ista: 'Hanauer K, Henzinger MH, Schulz C. 2020. Faster fully dynamic transitive
    closure in practice. 18th International Symposium on Experimental Algorithms.
    SEA: Symposium on Experimental Algorithms, LIPIcs, vol. 160, 14.'
  mla: Hanauer, Kathrin, et al. “Faster Fully Dynamic Transitive Closure in Practice.”
    <i>18th International Symposium on Experimental Algorithms</i>, vol. 160, 14,
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.SEA.2020.14">10.4230/LIPIcs.SEA.2020.14</a>.
  short: K. Hanauer, M.H. Henzinger, C. Schulz, in:, 18th International Symposium
    on Experimental Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020.
conference:
  end_date: 2020-09-09
  location: Pisa, Italy
  name: 'SEA: Symposium on Experimental Algorithms'
  start_date: 2020-09-07
date_created: 2022-08-12T07:32:53Z
date_published: 2020-06-12T00:00:00Z
date_updated: 2023-02-14T09:58:42Z
day: '12'
doi: 10.4230/LIPIcs.SEA.2020.14
extern: '1'
external_id:
  arxiv:
  - '2002.00813'
intvolume: '       160'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.SEA.2020.14
month: '06'
oa: 1
oa_version: Published Version
publication: 18th International Symposium on Experimental Algorithms
publication_identifier:
  isbn:
  - '9783959771481'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Faster fully dynamic transitive closure in practice
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 160
year: '2020'
...
---
_id: '11824'
abstract:
- lang: eng
  text: "Independent set is a fundamental problem in combinatorial optimization. While
    in general graphs the problem is essentially inapproximable, for many important
    graph classes there are approximation algorithms known in the offline setting.
    These graph classes include interval graphs and geometric intersection graphs,
    where vertices correspond to intervals/geometric objects and an edge indicates
    that the two corresponding objects intersect.\r\nWe present dynamic approximation
    algorithms for independent set of intervals, hypercubes and hyperrectangles in
    d dimensions. They work in the fully dynamic model where each update inserts or
    deletes a geometric object. All our algorithms are deterministic and have worst-case
    update times that are polylogarithmic for constant d and ε>0, assuming that the
    coordinates of all input objects are in [0, N]^d and each of their edges has length
    at least 1. We obtain the following results:\r\n- For weighted intervals, we maintain
    a (1+ε)-approximate solution.\r\n- For d-dimensional hypercubes we maintain a
    (1+ε)2^d-approximate solution in the unweighted case and a O(2^d)-approximate
    solution in the weighted case. Also, we show that for maintaining an unweighted
    (1+ε)-approximate solution one needs polynomial update time for d ≥ 2 if the ETH
    holds.\r\n- For weighted d-dimensional hyperrectangles we present a dynamic algorithm
    with approximation ratio (1+ε)log^{d-1}N."
alternative_title:
- LIPIcs
article_number: '51'
article_processing_charge: No
arxiv: 1
author:
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Stefan
  full_name: Neumann, Stefan
  last_name: Neumann
- first_name: Andreas
  full_name: Wiese, Andreas
  last_name: Wiese
citation:
  ama: 'Henzinger MH, Neumann S, Wiese A. Dynamic approximate maximum independent
    set of intervals, hypercubes and hyperrectangles. In: <i>36th International Symposium
    on Computational Geometry</i>. Vol 164. Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.51">10.4230/LIPIcs.SoCG.2020.51</a>'
  apa: 'Henzinger, M. H., Neumann, S., &#38; Wiese, A. (2020). Dynamic approximate
    maximum independent set of intervals, hypercubes and hyperrectangles. In <i>36th
    International Symposium on Computational Geometry</i> (Vol. 164). Zurich, Switzerland:
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.51">https://doi.org/10.4230/LIPIcs.SoCG.2020.51</a>'
  chicago: Henzinger, Monika H, Stefan Neumann, and Andreas Wiese. “Dynamic Approximate
    Maximum Independent Set of Intervals, Hypercubes and Hyperrectangles.” In <i>36th
    International Symposium on Computational Geometry</i>, Vol. 164. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.51">https://doi.org/10.4230/LIPIcs.SoCG.2020.51</a>.
  ieee: M. H. Henzinger, S. Neumann, and A. Wiese, “Dynamic approximate maximum independent
    set of intervals, hypercubes and hyperrectangles,” in <i>36th International Symposium
    on Computational Geometry</i>, Zurich, Switzerland, 2020, vol. 164.
  ista: 'Henzinger MH, Neumann S, Wiese A. 2020. Dynamic approximate maximum independent
    set of intervals, hypercubes and hyperrectangles. 36th International Symposium
    on Computational Geometry. SoCG: Symposium on Computational Geometry, LIPIcs,
    vol. 164, 51.'
  mla: Henzinger, Monika H., et al. “Dynamic Approximate Maximum Independent Set of
    Intervals, Hypercubes and Hyperrectangles.” <i>36th International Symposium on
    Computational Geometry</i>, vol. 164, 51, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.51">10.4230/LIPIcs.SoCG.2020.51</a>.
  short: M.H. Henzinger, S. Neumann, A. Wiese, in:, 36th International Symposium on
    Computational Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-06-26
  location: Zurich, Switzerland
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2020-06-23
date_created: 2022-08-12T07:46:44Z
date_published: 2020-06-08T00:00:00Z
date_updated: 2023-02-14T10:00:58Z
day: '08'
doi: 10.4230/LIPIcs.SoCG.2020.51
extern: '1'
external_id:
  arxiv:
  - '2003.02605'
intvolume: '       164'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.SoCG.2020.51
month: '06'
oa: 1
oa_version: Published Version
publication: 36th International Symposium on Computational Geometry
publication_identifier:
  isbn:
  - '9783959771436'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Dynamic approximate maximum independent set of intervals, hypercubes and hyperrectangles
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 164
year: '2020'
...
---
_id: '11825'
abstract:
- lang: eng
  text: We give a fully dynamic (Las-Vegas style) algorithm with constant expected
    amortized time per update that maintains a proper (Δ+1)-vertex coloring of a graph
    with maximum degree at most Δ. This improves upon the previous O(log Δ)-time algorithm
    by Bhattacharya et al. (SODA 2018). Our algorithm uses an approach based on assigning
    random ranks to vertices and does not need to maintain a hierarchical graph decomposition.
    We show that our result does not only have optimal running time, but is also optimal
    in the sense that already deciding whether a Δ-coloring exists in a dynamically
    changing graph with maximum degree at most Δ takes Ω(log n) time per operation.
alternative_title:
- LIPIcs
article_number: '53'
article_processing_charge: No
arxiv: 1
author:
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Pan
  full_name: Peng, Pan
  last_name: Peng
citation:
  ama: 'Henzinger MH, Peng P. Constant-time dynamic (Δ+1)-coloring. In: <i>37th International
    Symposium on Theoretical Aspects of Computer Science</i>. Vol 154. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2020.53">10.4230/LIPIcs.STACS.2020.53</a>'
  apa: 'Henzinger, M. H., &#38; Peng, P. (2020). Constant-time dynamic (Δ+1)-coloring.
    In <i>37th International Symposium on Theoretical Aspects of Computer Science</i>
    (Vol. 154). Montpellier, France: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.STACS.2020.53">https://doi.org/10.4230/LIPIcs.STACS.2020.53</a>'
  chicago: Henzinger, Monika H, and Pan Peng. “Constant-Time Dynamic (Δ+1)-Coloring.”
    In <i>37th International Symposium on Theoretical Aspects of Computer Science</i>,
    Vol. 154. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.STACS.2020.53">https://doi.org/10.4230/LIPIcs.STACS.2020.53</a>.
  ieee: M. H. Henzinger and P. Peng, “Constant-time dynamic (Δ+1)-coloring,” in <i>37th
    International Symposium on Theoretical Aspects of Computer Science</i>, Montpellier,
    France, 2020, vol. 154.
  ista: 'Henzinger MH, Peng P. 2020. Constant-time dynamic (Δ+1)-coloring. 37th International
    Symposium on Theoretical Aspects of Computer Science. STACS: Symposium on Theoretical
    Aspects of Computer Science, LIPIcs, vol. 154, 53.'
  mla: Henzinger, Monika H., and Pan Peng. “Constant-Time Dynamic (Δ+1)-Coloring.”
    <i>37th International Symposium on Theoretical Aspects of Computer Science</i>,
    vol. 154, 53, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, doi:<a
    href="https://doi.org/10.4230/LIPIcs.STACS.2020.53">10.4230/LIPIcs.STACS.2020.53</a>.
  short: M.H. Henzinger, P. Peng, in:, 37th International Symposium on Theoretical
    Aspects of Computer Science, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020.
conference:
  end_date: 2020-03-13
  location: Montpellier, France
  name: 'STACS: Symposium on Theoretical Aspects of Computer Science'
  start_date: 2020-03-10
date_created: 2022-08-12T07:53:05Z
date_published: 2020-03-04T00:00:00Z
date_updated: 2023-02-14T10:03:43Z
day: '04'
doi: 10.4230/LIPIcs.STACS.2020.53
extern: '1'
external_id:
  arxiv:
  - '1907.04745'
intvolume: '       154'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4230/LIPIcs.STACS.2020.53
month: '03'
oa: 1
oa_version: Published Version
publication: 37th International Symposium on Theoretical Aspects of Computer Science
publication_identifier:
  isbn:
  - '9783959771405'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Constant-time dynamic (Δ+1)-coloring
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 154
year: '2020'
...
