---
_id: '11865'
abstract:
- lang: eng
  text: We present the first sublinear-time algorithm that can compute the edge connectivity
    λ of a network exactly on distributed message-passing networks (the CONGEST model),
    as long as the network contains no multi-edge. We present the first sublinear-time
    algorithm for a distributed message-passing network sto compute its edge connectivity
    λ exactly in the CONGEST model, as long as there are no parallel edges. Our algorithm
    takes Õ(n1−1/353D1/353+n1−1/706) time to compute λ and a cut of cardinality λ
    with high probability, where n and D are the number of nodes and the diameter
    of the network, respectively, and Õ hides polylogarithmic factors. This running
    time is sublinear in n (i.e. Õ(n1−є)) whenever D is. Previous sublinear-time distributed
    algorithms can solve this problem either (i) exactly only when λ=O(n1/8−є) [Thurimella
    PODC’95; Pritchard, Thurimella, ACM Trans. Algorithms’11; Nanongkai, Su, DISC’14]
    or (ii) approximately [Ghaffari, Kuhn, DISC’13; Nanongkai, Su, DISC’14]. To achieve
    this we develop and combine several new techniques. First, we design the first
    distributed algorithm that can compute a k-edge connectivity certificate for any
    k=O(n1−є) in time Õ(√nk+D). The previous sublinear-time algorithm can do so only
    when k=o(√n) [Thurimella PODC’95]. In fact, our algorithm can be turned into the
    first parallel algorithm with polylogarithmic depth and near-linear work. Previous
    near-linear work algorithms are essentially sequential and previous polylogarithmic-depth
    algorithms require Ω(mk) work in the worst case (e.g. [Karger, Motwani, STOC’93]).
    Second, we show that by combining the recent distributed expander decomposition
    technique of [Chang, Pettie, Zhang, SODA’19] with techniques from the sequential
    deterministic edge connectivity algorithm of [Kawarabayashi, Thorup, STOC’15],
    we can decompose the network into a sublinear number of clusters with small average
    diameter and without any mincut separating a cluster (except the “trivial” ones).
    This leads to a simplification of the Kawarabayashi-Thorup framework (except that
    we are randomized while they are deterministic). This might make this framework
    more useful in other models of computation. Finally, by extending the tree packing
    technique from [Karger STOC’96], we can find the minimum cut in time proportional
    to the number of components. As a byproduct of this technique, we obtain an Õ(n)-time
    algorithm for computing exact minimum cut for weighted graphs.
article_processing_charge: No
arxiv: 1
author:
- first_name: Mohit
  full_name: Daga, Mohit
  last_name: Daga
- 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: Danupon
  full_name: Nanongkai, Danupon
  last_name: Nanongkai
- first_name: Thatchaphol
  full_name: Saranurak, Thatchaphol
  last_name: Saranurak
citation:
  ama: 'Daga M, Henzinger MH, Nanongkai D, Saranurak T. Distributed edge connectivity
    in sublinear time. In: <i>Proceedings of the 51st Annual ACM SIGACT Symposium
    on Theory of Computing</i>. Association for Computing Machinery; 2019:343–354.
    doi:<a href="https://doi.org/10.1145/3313276.3316346">10.1145/3313276.3316346</a>'
  apa: 'Daga, M., Henzinger, M. H., Nanongkai, D., &#38; Saranurak, T. (2019). Distributed
    edge connectivity in sublinear time. In <i>Proceedings of the 51st Annual ACM
    SIGACT Symposium on Theory of Computing</i> (pp. 343–354). Phoenix, AZ, United
    States: Association for Computing Machinery. <a href="https://doi.org/10.1145/3313276.3316346">https://doi.org/10.1145/3313276.3316346</a>'
  chicago: Daga, Mohit, Monika H Henzinger, Danupon Nanongkai, and Thatchaphol Saranurak.
    “Distributed Edge Connectivity in Sublinear Time.” In <i>Proceedings of the 51st
    Annual ACM SIGACT Symposium on Theory of Computing</i>, 343–354. Association for
    Computing Machinery, 2019. <a href="https://doi.org/10.1145/3313276.3316346">https://doi.org/10.1145/3313276.3316346</a>.
  ieee: M. Daga, M. H. Henzinger, D. Nanongkai, and T. Saranurak, “Distributed edge
    connectivity in sublinear time,” in <i>Proceedings of the 51st Annual ACM SIGACT
    Symposium on Theory of Computing</i>, Phoenix, AZ, United States, 2019, pp. 343–354.
  ista: 'Daga M, Henzinger MH, Nanongkai D, Saranurak T. 2019. Distributed edge connectivity
    in sublinear time. Proceedings of the 51st Annual ACM SIGACT Symposium on Theory
    of Computing. STOC: Symposium on Theory of Computing, 343–354.'
  mla: Daga, Mohit, et al. “Distributed Edge Connectivity in Sublinear Time.” <i>Proceedings
    of the 51st Annual ACM SIGACT Symposium on Theory of Computing</i>, Association
    for Computing Machinery, 2019, pp. 343–354, doi:<a href="https://doi.org/10.1145/3313276.3316346">10.1145/3313276.3316346</a>.
  short: M. Daga, M.H. Henzinger, D. Nanongkai, T. Saranurak, in:, Proceedings of
    the 51st Annual ACM SIGACT Symposium on Theory of Computing, Association for Computing
    Machinery, 2019, pp. 343–354.
conference:
  end_date: 2019-06-26
  location: Phoenix, AZ, United States
  name: 'STOC: Symposium on Theory of Computing'
  start_date: 2019-06-23
date_created: 2022-08-16T09:11:17Z
date_published: 2019-06-01T00:00:00Z
date_updated: 2023-02-17T10:26:25Z
day: '01'
doi: 10.1145/3313276.3316346
extern: '1'
external_id:
  arxiv:
  - '1904.04341'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1904.04341
month: '06'
oa: 1
oa_version: Preprint
page: 343–354
publication: Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing
publication_identifier:
  isbn:
  - 978-1-4503-6705-9
  issn:
  - 0737-8017
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Distributed edge connectivity in sublinear time
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '11866'
abstract:
- lang: eng
  text: "We present a deterministic (1+o(1))-approximation O(n1/2+o(1)+D1+o(1))-time
    algorithm for solving the single-source shortest paths problem on distributed
    weighted networks (the CONGEST model); here n is the number of nodes in the network
    and D is its (hop) diameter. This is the first non-trivial deterministic algorithm
    for this problem. It also improves (i) the running time of the randomized (1+o(1))-approximation
    Õ(n1/2D1/4+D)-time algorithm of Nanongkai [STOC 2014] by a factor of as large
    as n1/8, and (ii) the O(є−1logє−1)-approximation factor of Lenzen and Patt-Shamir’s
    Õ(n1/2+є+D)-time algorithm [STOC 2013] within the same running time. Our running
    time matches the known time lower bound of Ω(n1/2/logn + D) [Das Sarma et al.
    STOC 2011] modulo some lower-order terms, thus essentially settling the status
    of this problem which was raised at least a decade ago [Elkin SIGACT News 2004].
    It also implies a (2+o(1))-approximation O(n1/2+o(1)+D1+o(1))-time algorithm for
    approximating a network’s weighted diameter which almost matches the lower bound
    by Holzer et al. [PODC 2012].\r\n\r\nIn achieving this result, we develop two
    techniques which might be of independent interest and useful in other settings:
    (i) a deterministic process that replaces the “hitting set argument” commonly
    used for shortest paths computation in various settings, and (ii) a simple, deterministic,
    construction of an (no(1), o(1))-hop set of size O(n1+o(1)). We combine these
    techniques with many distributed algorithmic techniques, some of which from problems
    that are not directly related to shortest paths, e.g. ruling sets [Goldberg et
    al. STOC 1987], source detection [Lenzen, Peleg PODC 2013], and partial distance
    estimation [Lenzen, Patt-Shamir PODC 2015]. Our hop set construction also leads
    to single-source shortest paths algorithms in two other settings: (i) a (1+o(1))-approximation
    O(no(1))-time algorithm on congested cliques, and (ii) a (1+o(1))-approximation
    O(no(1)logW)-pass O(n1+o(1)logW)-space streaming algorithm, when edge weights
    are in {1, 2, …, W}. The first result answers an open problem in [Nanongkai, STOC
    2014]. The second result partially answers an open problem raised by McGregor
    in 2006 [<pre>sublinear.info</pre>, Problem 14]."
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: Sebastian
  full_name: Krinninger, Sebastian
  last_name: Krinninger
- first_name: Danupon
  full_name: Nanongkai, Danupon
  last_name: Nanongkai
citation:
  ama: 'Henzinger MH, Krinninger S, Nanongkai D. A deterministic almost-tight distributed
    algorithm for approximating single-source shortest paths. In: <i>48th Annual ACM
    SIGACT Symposium on Theory of Computing</i>. Association for Computing Machinery;
    2016:489-498. doi:<a href="https://doi.org/10.1145/2897518.2897638">10.1145/2897518.2897638</a>'
  apa: 'Henzinger, M. H., Krinninger, S., &#38; Nanongkai, D. (2016). A deterministic
    almost-tight distributed algorithm for approximating single-source shortest paths.
    In <i>48th Annual ACM SIGACT Symposium on Theory of Computing</i> (pp. 489–498).
    Cambridge, MA, United States: Association for Computing Machinery. <a href="https://doi.org/10.1145/2897518.2897638">https://doi.org/10.1145/2897518.2897638</a>'
  chicago: Henzinger, Monika H, Sebastian Krinninger, and Danupon Nanongkai. “A Deterministic
    Almost-Tight Distributed Algorithm for Approximating Single-Source Shortest Paths.”
    In <i>48th Annual ACM SIGACT Symposium on Theory of Computing</i>, 489–98. Association
    for Computing Machinery, 2016. <a href="https://doi.org/10.1145/2897518.2897638">https://doi.org/10.1145/2897518.2897638</a>.
  ieee: M. H. Henzinger, S. Krinninger, and D. Nanongkai, “A deterministic almost-tight
    distributed algorithm for approximating single-source shortest paths,” in <i>48th
    Annual ACM SIGACT Symposium on Theory of Computing</i>, Cambridge, MA, United
    States, 2016, pp. 489–498.
  ista: 'Henzinger MH, Krinninger S, Nanongkai D. 2016. A deterministic almost-tight
    distributed algorithm for approximating single-source shortest paths. 48th Annual
    ACM SIGACT Symposium on Theory of Computing. STOC: Symposium on Theory of Computing,
    489–498.'
  mla: Henzinger, Monika H., et al. “A Deterministic Almost-Tight Distributed Algorithm
    for Approximating Single-Source Shortest Paths.” <i>48th Annual ACM SIGACT Symposium
    on Theory of Computing</i>, Association for Computing Machinery, 2016, pp. 489–98,
    doi:<a href="https://doi.org/10.1145/2897518.2897638">10.1145/2897518.2897638</a>.
  short: M.H. Henzinger, S. Krinninger, D. Nanongkai, in:, 48th Annual ACM SIGACT
    Symposium on Theory of Computing, Association for Computing Machinery, 2016, pp.
    489–498.
conference:
  end_date: 2016-06-21
  location: Cambridge, MA, United States
  name: 'STOC: Symposium on Theory of Computing'
  start_date: 2016-06-19
date_created: 2022-08-16T09:19:31Z
date_published: 2016-06-01T00:00:00Z
date_updated: 2023-02-17T10:32:23Z
day: '01'
doi: 10.1145/2897518.2897638
extern: '1'
external_id:
  arxiv:
  - '1504.07056'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1504.07056
month: '06'
oa: 1
oa_version: Preprint
page: 489 - 498
publication: 48th Annual ACM SIGACT Symposium on Theory of Computing
publication_identifier:
  isbn:
  - 978-145034132-5
  issn:
  - 0737-8017
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: A deterministic almost-tight distributed algorithm for approximating single-source
  shortest paths
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '11867'
abstract:
- lang: eng
  text: We present two deterministic dynamic algorithms for the maximum matching problem.
    (1) An algorithm that maintains a (2+є)-approximate maximum matching in general
    graphs with O(poly(logn, 1/є)) update time. (2) An algorithm that maintains an
    αK approximation of the value of the maximum matching with O(n2/K) update time
    in bipartite graphs, for every sufficiently large constant positive integer K.
    Here, 1≤ αK < 2 is a constant determined by the value of K. Result (1) is the
    first deterministic algorithm that can maintain an o(logn)-approximate maximum
    matching with polylogarithmic update time, improving the seminal result of Onak
    et al. [STOC 2010]. Its approximation guarantee almost matches the guarantee of
    the best randomized polylogarithmic update time algorithm [Baswana et al. FOCS
    2011]. Result (2) achieves a better-than-two approximation with arbitrarily small
    polynomial update time on bipartite graphs. Previously the best update time for
    this problem was O(m1/4) [Bernstein et al. ICALP 2015], where m is the current
    number of edges in the graph.
article_processing_charge: No
arxiv: 1
author:
- first_name: Sayan
  full_name: Bhattacharya, Sayan
  last_name: Bhattacharya
- 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: Danupon
  full_name: Nanongkai, Danupon
  last_name: Nanongkai
citation:
  ama: 'Bhattacharya S, Henzinger MH, Nanongkai D. New deterministic approximation
    algorithms for fully dynamic matching. In: <i>48th Annual ACM SIGACT Symposium
    on Theory of Computing</i>. Association for Computing Machinery; 2016:398-411.
    doi:<a href="https://doi.org/10.1145/2897518.2897568">10.1145/2897518.2897568</a>'
  apa: 'Bhattacharya, S., Henzinger, M. H., &#38; Nanongkai, D. (2016). New deterministic
    approximation algorithms for fully dynamic matching. In <i>48th Annual ACM SIGACT
    Symposium on Theory of Computing</i> (pp. 398–411). Cambridge, MA, United States:
    Association for Computing Machinery. <a href="https://doi.org/10.1145/2897518.2897568">https://doi.org/10.1145/2897518.2897568</a>'
  chicago: Bhattacharya, Sayan, Monika H Henzinger, and Danupon Nanongkai. “New Deterministic
    Approximation Algorithms for Fully Dynamic Matching.” In <i>48th Annual ACM SIGACT
    Symposium on Theory of Computing</i>, 398–411. Association for Computing Machinery,
    2016. <a href="https://doi.org/10.1145/2897518.2897568">https://doi.org/10.1145/2897518.2897568</a>.
  ieee: S. Bhattacharya, M. H. Henzinger, and D. Nanongkai, “New deterministic approximation
    algorithms for fully dynamic matching,” in <i>48th Annual ACM SIGACT Symposium
    on Theory of Computing</i>, Cambridge, MA, United States, 2016, pp. 398–411.
  ista: 'Bhattacharya S, Henzinger MH, Nanongkai D. 2016. New deterministic approximation
    algorithms for fully dynamic matching. 48th Annual ACM SIGACT Symposium on Theory
    of Computing. STOC: Symposium on Theory of Computing, 398–411.'
  mla: Bhattacharya, Sayan, et al. “New Deterministic Approximation Algorithms for
    Fully Dynamic Matching.” <i>48th Annual ACM SIGACT Symposium on Theory of Computing</i>,
    Association for Computing Machinery, 2016, pp. 398–411, doi:<a href="https://doi.org/10.1145/2897518.2897568">10.1145/2897518.2897568</a>.
  short: S. Bhattacharya, M.H. Henzinger, D. Nanongkai, in:, 48th Annual ACM SIGACT
    Symposium on Theory of Computing, Association for Computing Machinery, 2016, pp.
    398–411.
conference:
  end_date: 2016-06-21
  location: Cambridge, MA, United States
  name: 'STOC: Symposium on Theory of Computing'
  start_date: 2016-06-19
date_created: 2022-08-16T09:27:35Z
date_published: 2016-06-01T00:00:00Z
date_updated: 2023-02-17T11:08:19Z
day: '01'
doi: 10.1145/2897518.2897568
extern: '1'
external_id:
  arxiv:
  - '1604.05765'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1604.05765
month: '06'
oa: 1
oa_version: Preprint
page: 398 - 411
publication: 48th Annual ACM SIGACT Symposium on Theory of Computing
publication_identifier:
  isbn:
  - 978-145034132-5
  issn:
  - 0737-8017
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: New deterministic approximation algorithms for fully dynamic matching
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '11869'
abstract:
- lang: eng
  text: "While in many graph mining applications it is crucial to handle a stream
    of updates efficiently in terms of both time and space, not much was known about
    achieving such type of algorithm. In this paper we study this issue for a problem
    which lies at the core of many graph mining applications called densest subgraph
    problem. We develop an algorithm that achieves time- and space-efficiency for
    this problem simultaneously. It is one of the first of its kind for graph problems
    to the best of our knowledge.\r\n\r\nGiven an input graph, the densest subgraph
    is the subgraph that maximizes the ratio between the number of edges and the number
    of nodes. For any ε>0, our algorithm can, with high probability, maintain a (4+ε)-approximate
    solution under edge insertions and deletions using ~O(n) space and ~O(1) amortized
    time per update; here, $n$ is the number of nodes in the graph and ~O hides the
    O(polylog_{1+ε} n) term. The approximation ratio can be improved to (2+ε) with
    more time. It can be extended to a (2+ε)-approximation sublinear-time algorithm
    and a distributed-streaming algorithm. Our algorithm is the first streaming algorithm
    that can maintain the densest subgraph in one pass. Prior to this, no algorithm
    could do so even in the special case of an incremental stream and even when there
    is no time restriction. The previously best algorithm in this setting required
    O(log n) passes [BahmaniKV12]. The space required by our algorithm is tight up
    to a polylogarithmic factor."
article_processing_charge: No
arxiv: 1
author:
- first_name: Sayan
  full_name: Bhattacharya, Sayan
  last_name: Bhattacharya
- 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: Danupon
  full_name: Nanongkai, Danupon
  last_name: Nanongkai
- first_name: Charalampos
  full_name: Tsourakakis, Charalampos
  last_name: Tsourakakis
citation:
  ama: 'Bhattacharya S, Henzinger MH, Nanongkai D, Tsourakakis C. Space- and time-efficient
    algorithm for maintaining dense subgraphs on one-pass dynamic streams. In: <i>47th
    Annual ACM Symposium on Theory of Computing</i>. Association for Computing Machinery;
    2015:173-182. doi:<a href="https://doi.org/10.1145/2746539.2746592">10.1145/2746539.2746592</a>'
  apa: 'Bhattacharya, S., Henzinger, M. H., Nanongkai, D., &#38; Tsourakakis, C. (2015).
    Space- and time-efficient algorithm for maintaining dense subgraphs on one-pass
    dynamic streams. In <i>47th Annual ACM Symposium on Theory of Computing</i> (pp.
    173–182). Portland, OR, United States: Association for Computing Machinery. <a
    href="https://doi.org/10.1145/2746539.2746592">https://doi.org/10.1145/2746539.2746592</a>'
  chicago: Bhattacharya, Sayan, Monika H Henzinger, Danupon Nanongkai, and Charalampos
    Tsourakakis. “Space- and Time-Efficient Algorithm for Maintaining Dense Subgraphs
    on One-Pass Dynamic Streams.” In <i>47th Annual ACM Symposium on Theory of Computing</i>,
    173–82. Association for Computing Machinery, 2015. <a href="https://doi.org/10.1145/2746539.2746592">https://doi.org/10.1145/2746539.2746592</a>.
  ieee: S. Bhattacharya, M. H. Henzinger, D. Nanongkai, and C. Tsourakakis, “Space-
    and time-efficient algorithm for maintaining dense subgraphs on one-pass dynamic
    streams,” in <i>47th Annual ACM Symposium on Theory of Computing</i>, Portland,
    OR, United States, 2015, pp. 173–182.
  ista: 'Bhattacharya S, Henzinger MH, Nanongkai D, Tsourakakis C. 2015. Space- and
    time-efficient algorithm for maintaining dense subgraphs on one-pass dynamic streams.
    47th Annual ACM Symposium on Theory of Computing. STOC: Symposium on Theory of
    Computing, 173–182.'
  mla: Bhattacharya, Sayan, et al. “Space- and Time-Efficient Algorithm for Maintaining
    Dense Subgraphs on One-Pass Dynamic Streams.” <i>47th Annual ACM Symposium on
    Theory of Computing</i>, Association for Computing Machinery, 2015, pp. 173–82,
    doi:<a href="https://doi.org/10.1145/2746539.2746592">10.1145/2746539.2746592</a>.
  short: S. Bhattacharya, M.H. Henzinger, D. Nanongkai, C. Tsourakakis, in:, 47th
    Annual ACM Symposium on Theory of Computing, Association for Computing Machinery,
    2015, pp. 173–182.
conference:
  end_date: 2015-06-17
  location: Portland, OR, United States
  name: 'STOC: Symposium on Theory of Computing'
  start_date: 2015-06-14
date_created: 2022-08-16T09:36:48Z
date_published: 2015-06-01T00:00:00Z
date_updated: 2023-02-17T11:17:03Z
day: '01'
doi: 10.1145/2746539.2746592
extern: '1'
external_id:
  arxiv:
  - '1504.02268'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1504.02268
month: '06'
oa: 1
oa_version: Preprint
page: 173 - 182
publication: 47th Annual ACM Symposium on Theory of Computing
publication_identifier:
  isbn:
  - 978-145033536-2
  issn:
  - 0737-8017
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Space- and time-efficient algorithm for maintaining dense subgraphs on one-pass
  dynamic streams
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '11870'
abstract:
- lang: eng
  text: "We consider dynamic algorithms for maintaining Single-Source Reachability
    (SSR) and approximate Single-Source Shortest Paths (SSSP) on n-node m-edge directed
    graphs under edge deletions (decremental algorithms). The previous fastest algorithm
    for SSR and SSSP goes back three decades to Even and Shiloach (JACM 1981); it
    has O(1) query time and O(mn) total update time (i.e., linear amortized update
    time if all edges are deleted). This algorithm serves as a building block for
    several other dynamic algorithms. The question whether its total update time can
    be improved is a major, long standing, open problem.\r\n\r\nIn this paper, we
    answer this question affirmatively. We obtain a randomized algorithm which, in
    a simplified form, achieves an Õ(mn0.984) expected total update time for SSR and
    (1 + ε)-approximate SSSP, where Õ(·) hides poly log n. We also extend our algorithm
    to achieve roughly the same running time for Strongly Connected Components (SCC),
    improving the algorithm of Roditty and Zwick (FOCS 2002), and an algorithm that
    improves the Õ (mn log W)-time algorithm of Bernstein (STOC 2013) for approximating
    SSSP on weighted directed graphs, where the edge weights are integers from 1 to
    W. All our algorithms have constant query time in the worst case."
article_number: 674 - 683
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: Sebastian
  full_name: Krinninger, Sebastian
  last_name: Krinninger
- first_name: Danupon
  full_name: Nanongkai, Danupon
  last_name: Nanongkai
citation:
  ama: 'Henzinger MH, Krinninger S, Nanongkai D. Sublinear-time decremental algorithms
    for single-source reachability and shortest paths on directed graphs. In: <i>46th
    Annual ACM Symposium on Theory of Computing</i>. Association for Computing Machinery;
    2014. doi:<a href="https://doi.org/10.1145/2591796.2591869">10.1145/2591796.2591869</a>'
  apa: 'Henzinger, M. H., Krinninger, S., &#38; Nanongkai, D. (2014). Sublinear-time
    decremental algorithms for single-source reachability and shortest paths on directed
    graphs. In <i>46th Annual ACM Symposium on Theory of Computing</i>. New York,
    NY, United States: Association for Computing Machinery. <a href="https://doi.org/10.1145/2591796.2591869">https://doi.org/10.1145/2591796.2591869</a>'
  chicago: Henzinger, Monika H, Sebastian Krinninger, and Danupon Nanongkai. “Sublinear-Time
    Decremental Algorithms for Single-Source Reachability and Shortest Paths on Directed
    Graphs.” In <i>46th Annual ACM Symposium on Theory of Computing</i>. Association
    for Computing Machinery, 2014. <a href="https://doi.org/10.1145/2591796.2591869">https://doi.org/10.1145/2591796.2591869</a>.
  ieee: M. H. Henzinger, S. Krinninger, and D. Nanongkai, “Sublinear-time decremental
    algorithms for single-source reachability and shortest paths on directed graphs,”
    in <i>46th Annual ACM Symposium on Theory of Computing</i>, New York, NY, United
    States, 2014.
  ista: 'Henzinger MH, Krinninger S, Nanongkai D. 2014. Sublinear-time decremental
    algorithms for single-source reachability and shortest paths on directed graphs.
    46th Annual ACM Symposium on Theory of Computing. STOC: Symposium on Theory of
    Computing, 674–683.'
  mla: Henzinger, Monika H., et al. “Sublinear-Time Decremental Algorithms for Single-Source
    Reachability and Shortest Paths on Directed Graphs.” <i>46th Annual ACM Symposium
    on Theory of Computing</i>, 674–683, Association for Computing Machinery, 2014,
    doi:<a href="https://doi.org/10.1145/2591796.2591869">10.1145/2591796.2591869</a>.
  short: M.H. Henzinger, S. Krinninger, D. Nanongkai, in:, 46th Annual ACM Symposium
    on Theory of Computing, Association for Computing Machinery, 2014.
conference:
  end_date: 2014-06-03
  location: New York, NY, United States
  name: 'STOC: Symposium on Theory of Computing'
  start_date: 2014-05-31
date_created: 2022-08-16T09:41:57Z
date_published: 2014-05-01T00:00:00Z
date_updated: 2023-02-17T11:18:52Z
day: '01'
doi: 10.1145/2591796.2591869
extern: '1'
external_id:
  arxiv:
  - '1504.07959'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1504.07959
month: '05'
oa: 1
oa_version: Preprint
publication: 46th Annual ACM Symposium on Theory of Computing
publication_identifier:
  isbn:
  - 978-145032710-7
  issn:
  - 0737-8017
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Sublinear-time decremental algorithms for single-source reachability and shortest
  paths on directed graphs
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
