---
_id: '12566'
abstract:
- lang: eng
text: "Approximate agreement is one of the few variants of consensus that can be
solved in a wait-free manner in asynchronous systems where processes communicate
by reading and writing to shared memory. In this work, we consider a natural generalisation
of approximate agreement on arbitrary undirected connected graphs. Each process
is given a node of the graph as input and, if non-faulty, must output a node such
that\r\n– all the outputs are within distance 1 of one another, and\r\n– each
output value lies on a shortest path between two input values.\r\nFrom prior work,
it is known that there is no wait-free algorithm among processes for this problem
on any cycle of length , by reduction from 2-set agreement (Castañeda et al.,
2018).\r\n\r\nIn this work, we investigate the solvability of this task on general
graphs. We give a new, direct proof of the impossibility of approximate agreement
on cycles of length , via a generalisation of Sperner's Lemma to convex polygons.
We also extend the reduction from 2-set agreement to a larger class of graphs,
showing that approximate agreement on these graphs is unsolvable. On the positive
side, we present a wait-free algorithm for a different class of graphs, which
properly contains the class of chordal graphs."
acknowledgement: This 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) and under the Marie Skłodowska-Curie grant
agreement No. 840605 and from the Natural Sciences and Engineering Research Council
of Canada grant RGPIN-2020-04178. Part of this work was done while Faith Ellen was
visiting IST Austria.
article_number: '113733'
article_processing_charge: Yes (via OA deal)
article_type: original
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: Faith
full_name: Ellen, Faith
last_name: Ellen
- 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, Ellen F, Rybicki J. Wait-free approximate agreement on graphs.
Theoretical Computer Science. 2023;948(2). doi:10.1016/j.tcs.2023.113733
apa: Alistarh, D.-A., Ellen, F., & Rybicki, J. (2023). Wait-free approximate
agreement on graphs. Theoretical Computer Science. Elsevier. https://doi.org/10.1016/j.tcs.2023.113733
chicago: Alistarh, Dan-Adrian, Faith Ellen, and Joel Rybicki. “Wait-Free Approximate
Agreement on Graphs.” Theoretical Computer Science. Elsevier, 2023. https://doi.org/10.1016/j.tcs.2023.113733.
ieee: D.-A. Alistarh, F. Ellen, and J. Rybicki, “Wait-free approximate agreement
on graphs,” Theoretical Computer Science, vol. 948, no. 2. Elsevier, 2023.
ista: Alistarh D-A, Ellen F, Rybicki J. 2023. Wait-free approximate agreement on
graphs. Theoretical Computer Science. 948(2), 113733.
mla: Alistarh, Dan-Adrian, et al. “Wait-Free Approximate Agreement on Graphs.” Theoretical
Computer Science, vol. 948, no. 2, 113733, Elsevier, 2023, doi:10.1016/j.tcs.2023.113733.
short: D.-A. Alistarh, F. Ellen, J. Rybicki, Theoretical Computer Science 948 (2023).
date_created: 2023-02-19T23:00:55Z
date_published: 2023-02-28T00:00:00Z
date_updated: 2023-08-01T13:17:20Z
day: '28'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.1016/j.tcs.2023.113733
ec_funded: 1
external_id:
isi:
- '000934262700001'
file:
- access_level: open_access
checksum: b27c5290f2f1500c403494364ee39c9f
content_type: application/pdf
creator: dernst
date_created: 2023-02-20T07:30:20Z
date_updated: 2023-02-20T07:30:20Z
file_id: '12570'
file_name: 2023_TheoreticalCompScience_Alistarh.pdf
file_size: 602333
relation: main_file
success: 1
file_date_updated: 2023-02-20T07:30:20Z
has_accepted_license: '1'
intvolume: ' 948'
isi: 1
issue: '2'
language:
- iso: eng
month: '02'
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
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
publication: Theoretical Computer Science
publication_identifier:
issn:
- 0304-3975
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Wait-free approximate agreement on graphs
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: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 948
year: '2023'
...
---
_id: '11184'
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.\r\nIn this work, we consider the more general setting where
G is an arbitrary regular 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 a sample application, we show 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. We believe our results will prove generally
useful, as they allow efficient technology transfer between the well-mixed (clique)
case, and the under-explored spatial setting."
acknowledgement: "Dan Alistarh: This project has received funding from the European
Research Council (ERC)\r\nunder the European Union’s Horizon 2020 research and innovation
programme (grant agreement No.805223 ScaleML).\r\nJoel Rybicki: This project has
received from the European Union’s Horizon 2020 research and\r\ninnovation programme
under the Marie Skłodowska-Curie grant agreement No. 840605.\r\nAcknowledgements
We grateful to Giorgi Nadiradze for pointing out a generalisation of the phase clock
construction to non-regular graphs. We also thank anonymous reviewers for their
useful comments on earlier versions of this manuscript."
alternative_title:
- LIPIcs
article_number: '14'
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. Fast graphical population protocols.
In: Bramas Q, Gramoli V, Milani A, eds. 25th International Conference on Principles
of Distributed Systems. Vol 217. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
2022. doi:10.4230/LIPIcs.OPODIS.2021.14'
apa: 'Alistarh, D.-A., Gelashvili, R., & Rybicki, J. (2022). Fast graphical
population protocols. In Q. Bramas, V. Gramoli, & A. Milani (Eds.), 25th
International Conference on Principles of Distributed Systems (Vol. 217).
Strasbourg, France: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.OPODIS.2021.14'
chicago: Alistarh, Dan-Adrian, Rati Gelashvili, and Joel Rybicki. “Fast Graphical
Population Protocols.” In 25th International Conference on Principles of Distributed
Systems, edited by Quentin Bramas, Vincent Gramoli, and Alessia Milani, Vol.
217. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022. https://doi.org/10.4230/LIPIcs.OPODIS.2021.14.
ieee: D.-A. Alistarh, R. Gelashvili, and J. Rybicki, “Fast graphical population
protocols,” in 25th International Conference on Principles of Distributed Systems,
Strasbourg, France, 2022, vol. 217.
ista: Alistarh D-A, Gelashvili R, Rybicki J. 2022. Fast graphical population protocols.
25th International Conference on Principles of Distributed Systems. OPODIS, LIPIcs,
vol. 217, 14.
mla: Alistarh, Dan-Adrian, et al. “Fast Graphical Population Protocols.” 25th
International Conference on Principles of Distributed Systems, edited by Quentin
Bramas et al., vol. 217, 14, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
2022, doi:10.4230/LIPIcs.OPODIS.2021.14.
short: D.-A. Alistarh, R. Gelashvili, J. Rybicki, in:, Q. Bramas, V. Gramoli, A.
Milani (Eds.), 25th International Conference on Principles of Distributed Systems,
Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
conference:
end_date: 2021-12-15
location: Strasbourg, France
name: OPODIS
start_date: 2021-12-13
date_created: 2022-04-17T22:01:47Z
date_published: 2022-02-01T00:00:00Z
date_updated: 2022-05-02T08:09:39Z
day: '01'
ddc:
- '510'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.OPODIS.2021.14
ec_funded: 1
editor:
- first_name: Quentin
full_name: Bramas, Quentin
last_name: Bramas
- first_name: Vincent
full_name: Gramoli, Vincent
last_name: Gramoli
- first_name: Alessia
full_name: Milani, Alessia
last_name: Milani
external_id:
arxiv:
- '2102.08808'
file:
- access_level: open_access
checksum: 2c7c982174c6f98c4ca6e92539d15086
content_type: application/pdf
creator: dernst
date_created: 2022-05-02T08:06:33Z
date_updated: 2022-05-02T08:06:33Z
file_id: '11346'
file_name: 2022_LIPICs_Alistarh.pdf
file_size: 959406
relation: main_file
success: 1
file_date_updated: 2022-05-02T08:06:33Z
has_accepted_license: '1'
intvolume: ' 217'
language:
- iso: eng
month: '02'
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
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
publication: 25th International Conference on Principles of Distributed Systems
publication_identifier:
isbn:
- '9783959772198'
issn:
- 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: 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: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 217
year: '2022'
...
---
_id: '11707'
abstract:
- lang: eng
text: 'In this work we introduce the graph-theoretic notion of mendability: for
each locally checkable graph problem we can define its mending radius, which captures
the idea of how far one needs to modify a partial solution in order to “patch
a hole.” We explore how mendability is connected to the existence of efficient
algorithms, especially in distributed, parallel, and fault-tolerant settings.
It is easy to see that O(1)-mendable problems are also solvable in O(log∗n) rounds
in the LOCAL model of distributed computing. One of the surprises is that in paths
and cycles, a converse also holds in the following sense: if a problem Π can be
solved in O(log∗n), there is always a restriction Π′⊆Π that is still efficiently
solvable but that is also O(1)-mendable. We also explore the structure of the
landscape of mendability. For example, we show that in trees, the mending radius
of any locally checkable problem is O(1), Θ(logn), or Θ(n), while in general graphs
the structure is much more diverse.'
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. This work was supported in part by the Academy of Finland, Grants 314888
and 333837. The authors would also like to thank David Harris, Neven Villani, and
the anonymous reviewers for their very helpful comments and feedback on previous
versions of this work.
article_processing_charge: No
arxiv: 1
author:
- first_name: Alkida
full_name: Balliu, Alkida
last_name: Balliu
- first_name: Juho
full_name: Hirvonen, Juho
last_name: Hirvonen
- first_name: Darya
full_name: Melnyk, Darya
last_name: Melnyk
- first_name: Dennis
full_name: Olivetti, Dennis
last_name: Olivetti
- first_name: Joel
full_name: Rybicki, Joel
id: 334EFD2E-F248-11E8-B48F-1D18A9856A87
last_name: Rybicki
orcid: 0000-0002-6432-6646
- first_name: Jukka
full_name: Suomela, Jukka
last_name: Suomela
citation:
ama: 'Balliu A, Hirvonen J, Melnyk D, Olivetti D, Rybicki J, Suomela J. Local mending.
In: Parter M, ed. International Colloquium on Structural Information and Communication
Complexity. Vol 13298. LNCS. Springer Nature; 2022:1-20. doi:10.1007/978-3-031-09993-9_1'
apa: 'Balliu, A., Hirvonen, J., Melnyk, D., Olivetti, D., Rybicki, J., & Suomela,
J. (2022). Local mending. In M. Parter (Ed.), International Colloquium on Structural
Information and Communication Complexity (Vol. 13298, pp. 1–20). Paderborn,
Germany: Springer Nature. https://doi.org/10.1007/978-3-031-09993-9_1'
chicago: Balliu, Alkida, Juho Hirvonen, Darya Melnyk, Dennis Olivetti, Joel Rybicki,
and Jukka Suomela. “Local Mending.” In International Colloquium on Structural
Information and Communication Complexity, edited by Merav Parter, 13298:1–20.
LNCS. Springer Nature, 2022. https://doi.org/10.1007/978-3-031-09993-9_1.
ieee: A. Balliu, J. Hirvonen, D. Melnyk, D. Olivetti, J. Rybicki, and J. Suomela,
“Local mending,” in International Colloquium on Structural Information and
Communication Complexity, Paderborn, Germany, 2022, vol. 13298, pp. 1–20.
ista: 'Balliu A, Hirvonen J, Melnyk D, Olivetti D, Rybicki J, Suomela J. 2022. Local
mending. International Colloquium on Structural Information and Communication
Complexity. SIROCCO: Structural Information and Communication ComplexityLNCS vol.
13298, 1–20.'
mla: Balliu, Alkida, et al. “Local Mending.” International Colloquium on Structural
Information and Communication Complexity, edited by Merav Parter, vol. 13298,
Springer Nature, 2022, pp. 1–20, doi:10.1007/978-3-031-09993-9_1.
short: A. Balliu, J. Hirvonen, D. Melnyk, D. Olivetti, J. Rybicki, J. Suomela, in:,
M. Parter (Ed.), International Colloquium on Structural Information and Communication
Complexity, Springer Nature, 2022, pp. 1–20.
conference:
end_date: 2022-06-29
location: Paderborn, Germany
name: 'SIROCCO: Structural Information and Communication Complexity'
start_date: 2022-06-27
date_created: 2022-07-31T22:01:49Z
date_published: 2022-06-25T00:00:00Z
date_updated: 2023-08-03T12:16:29Z
day: '25'
department:
- _id: DaAl
doi: 10.1007/978-3-031-09993-9_1
ec_funded: 1
editor:
- first_name: Merav
full_name: Parter, Merav
last_name: Parter
external_id:
arxiv:
- '2102.08703'
isi:
- '000876977400001'
intvolume: ' 13298'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2102.08703
month: '06'
oa: 1
oa_version: Preprint
page: 1-20
project:
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
publication: International Colloquium on Structural Information and Communication
Complexity
publication_identifier:
eissn:
- 1611-3349
isbn:
- '9783031099922'
issn:
- 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: LNCS
status: public
title: Local mending
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 13298
year: '2022'
...
---
_id: '12182'
abstract:
- lang: eng
text: 'Online algorithms make decisions based on past inputs, with the goal of being
competitive against an algorithm that sees also future inputs. In this work, we
introduce time-local online algorithms; these are online algorithms in which the
output at any given time is a function of only T latest inputs. Our main observation
is that time-local online algorithms are closely connected to local distributed
graph algorithms: distributed algorithms make decisions based on the local information
in the spatial dimension, while time-local online algorithms make decisions based
on the local information in the temporal dimension. We formalize this connection,
and show how we can directly use the tools developed to study distributed approximability
of graph optimization problems to prove upper and lower bounds on the competitive
ratio achieved with time-local online algorithms. Moreover, we show how to use
computational techniques to synthesize optimal time-local algorithms.'
acknowledgement: "This research has received funding from the German Research Foundation
(DFG), grant\r\n470029389 (FlexNets), 2021-2024, and the Marie Skłodowska-Curie
grant agreement No. 840605."
article_number: '52'
article_processing_charge: No
author:
- first_name: Maciej
full_name: Pacut, Maciej
last_name: Pacut
- first_name: Mahmoud
full_name: Parham, Mahmoud
last_name: Parham
- 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
- first_name: Aleksandr
full_name: Tereshchenko, Aleksandr
last_name: Tereshchenko
citation:
ama: 'Pacut M, Parham M, Rybicki J, Schmid S, Suomela J, Tereshchenko A. Brief announcement:
Temporal locality in online algorithms. In: 36th International Symposium on
Distributed Computing. Vol 246. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
2022. doi:10.4230/LIPIcs.DISC.2022.52'
apa: 'Pacut, M., Parham, M., Rybicki, J., Schmid, S., Suomela, J., & Tereshchenko,
A. (2022). Brief announcement: Temporal locality in online algorithms. In 36th
International Symposium on Distributed Computing (Vol. 246). Augusta, GA,
United States: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.DISC.2022.52'
chicago: 'Pacut, Maciej, Mahmoud Parham, Joel Rybicki, Stefan Schmid, Jukka Suomela,
and Aleksandr Tereshchenko. “Brief Announcement: Temporal Locality in Online Algorithms.”
In 36th International Symposium on Distributed Computing, Vol. 246. Schloss
Dagstuhl - Leibniz-Zentrum für Informatik, 2022. https://doi.org/10.4230/LIPIcs.DISC.2022.52.'
ieee: 'M. Pacut, M. Parham, J. Rybicki, S. Schmid, J. Suomela, and A. Tereshchenko,
“Brief announcement: Temporal locality in online algorithms,” in 36th International
Symposium on Distributed Computing, Augusta, GA, United States, 2022, vol.
246.'
ista: 'Pacut M, Parham M, Rybicki J, Schmid S, Suomela J, Tereshchenko A. 2022.
Brief announcement: Temporal locality in online algorithms. 36th International
Symposium on Distributed Computing. DISC: Symposium on Distributed Computing vol.
246, 52.'
mla: 'Pacut, Maciej, et al. “Brief Announcement: Temporal Locality in Online Algorithms.”
36th International Symposium on Distributed Computing, vol. 246, 52, Schloss
Dagstuhl - Leibniz-Zentrum für Informatik, 2022, doi:10.4230/LIPIcs.DISC.2022.52.'
short: M. Pacut, M. Parham, J. Rybicki, S. Schmid, J. Suomela, A. Tereshchenko,
in:, 36th International Symposium on Distributed Computing, Schloss Dagstuhl -
Leibniz-Zentrum für Informatik, 2022.
conference:
end_date: 2022-10-27
location: Augusta, GA, United States
name: 'DISC: Symposium on Distributed Computing'
start_date: 2022-10-25
date_created: 2023-01-13T11:06:28Z
date_published: 2022-10-17T00:00:00Z
date_updated: 2023-01-27T06:59:29Z
day: '17'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.4230/LIPIcs.DISC.2022.52
ec_funded: 1
file:
- access_level: open_access
checksum: 11bbb56f68a00f2cf6bcce6cc7f5c5f9
content_type: application/pdf
creator: dernst
date_created: 2023-01-27T06:58:02Z
date_updated: 2023-01-27T06:58:02Z
file_id: '12409'
file_name: 2022_LIPICs_Pacut.pdf
file_size: 524804
relation: main_file
success: 1
file_date_updated: 2023-01-27T06:58:02Z
has_accepted_license: '1'
intvolume: ' 246'
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: 36th International Symposium on Distributed Computing
publication_identifier:
eisbn:
- '9783959772556'
eissn:
- 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Brief announcement: Temporal locality in online algorithms'
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: 246
year: '2022'
...
---
_id: '10854'
abstract:
- lang: eng
text: "Consider a distributed task where the communication network is fixed but
the local inputs given to the nodes of the distributed system may change over
time. In this work, we explore the following question: if some of the local inputs
change, can an existing solution be updated efficiently, in a dynamic and distributed
manner?\r\nTo address this question, we define the batch dynamic CONGEST model
in which we are given a bandwidth-limited communication network and a dynamic
edge labelling defines the problem input. The task is to maintain a solution to
a graph problem on the labelled graph under batch changes. We investigate, when
a batch of alpha edge label changes arrive, - how much time as a function of alpha
we need to update an existing solution, and - how much information the nodes have
to keep in local memory between batches in order to update the solution quickly.\r\nOur
work lays the foundations for the theory of input-dynamic distributed network
algorithms. We give a general picture of the complexity landscape in this model,
design both universal algorithms and algorithms for concrete problems, and present
a general framework for lower bounds. The diverse time complexity of our model
spans from constant time, through time polynomial in alpha, and to alpha time,
which we show to be enough for any task."
acknowledgement: We thank Jukka Suomela for discussions. We also thank our shepherd
Mohammad Hajiesmaili and the reviewers for their time and suggestions on how to
improve the paper. This 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), from the European Union’s Horizon 2020 research
and innovation programme under the Marie Skłodowska–Curie grant agreement No. 840605,
from the Vienna Science and Technology Fund (WWTF) project WHATIF, ICT19-045, 2020-2024,
and from the Austrian Science Fund (FWF) and netIDEE SCIENCE project P 33775-N.
article_processing_charge: No
arxiv: 1
author:
- first_name: Klaus-Tycho
full_name: Foerster, Klaus-Tycho
last_name: Foerster
- 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
citation:
ama: 'Foerster K-T, Korhonen J, Paz A, Rybicki J, Schmid S. Input-dynamic distributed
algorithms for communication networks. In: Abstract Proceedings of the 2021
ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer
Systems. Association for Computing Machinery; 2021:71-72. doi:10.1145/3410220.3453923'
apa: 'Foerster, K.-T., Korhonen, J., Paz, A., Rybicki, J., & Schmid, S. (2021).
Input-dynamic distributed algorithms for communication networks. In Abstract
Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement
and Modeling of Computer Systems (pp. 71–72). Virtual, Online: Association
for Computing Machinery. https://doi.org/10.1145/3410220.3453923'
chicago: Foerster, Klaus-Tycho, Janne Korhonen, Ami Paz, Joel Rybicki, and Stefan
Schmid. “Input-Dynamic Distributed Algorithms for Communication Networks.” In
Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference
on Measurement and Modeling of Computer Systems, 71–72. Association for Computing
Machinery, 2021. https://doi.org/10.1145/3410220.3453923.
ieee: K.-T. Foerster, J. Korhonen, A. Paz, J. Rybicki, and S. Schmid, “Input-dynamic
distributed algorithms for communication networks,” in Abstract Proceedings
of the 2021 ACM SIGMETRICS / International Conference on Measurement and Modeling
of Computer Systems, Virtual, Online, 2021, pp. 71–72.
ista: 'Foerster K-T, Korhonen J, Paz A, Rybicki J, Schmid S. 2021. Input-dynamic
distributed algorithms for communication networks. Abstract Proceedings of the
2021 ACM SIGMETRICS / International Conference on Measurement and Modeling of
Computer Systems. SIGMETRICS: International Conference on Measurement and Modeling
of Computer Systems, 71–72.'
mla: Foerster, Klaus-Tycho, et al. “Input-Dynamic Distributed Algorithms for Communication
Networks.” Abstract Proceedings of the 2021 ACM SIGMETRICS / International
Conference on Measurement and Modeling of Computer Systems, Association for
Computing Machinery, 2021, pp. 71–72, doi:10.1145/3410220.3453923.
short: K.-T. Foerster, J. Korhonen, A. Paz, J. Rybicki, S. Schmid, in:, Abstract
Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement
and Modeling of Computer Systems, Association for Computing Machinery, 2021, pp.
71–72.
conference:
end_date: 2021-06-18
location: Virtual, Online
name: 'SIGMETRICS: International Conference on Measurement and Modeling of Computer
Systems'
start_date: 2021-06-14
date_created: 2022-03-18T08:48:41Z
date_published: 2021-05-01T00:00:00Z
date_updated: 2023-09-26T10:40:55Z
day: '01'
department:
- _id: DaAl
doi: 10.1145/3410220.3453923
ec_funded: 1
external_id:
arxiv:
- '2005.07637'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2005.07637
month: '05'
oa: 1
oa_version: Preprint
page: 71-72
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '805223'
name: Elastic Coordination for Scalable Machine Learning
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
publication: Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference
on Measurement and Modeling of Computer Systems
publication_identifier:
isbn:
- '9781450380720'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
record:
- id: '10855'
relation: extended_version
status: public
scopus_import: '1'
status: public
title: Input-dynamic distributed algorithms for communication networks
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '10855'
abstract:
- lang: eng
text: 'Consider a distributed task where the communication network is fixed but
the local inputs given to the nodes of the distributed system may change over
time. In this work, we explore the following question: if some of the local inputs
change, can an existing solution be updated efficiently, in a dynamic and distributed
manner? To address this question, we define the batch dynamic \congest model in
which we are given a bandwidth-limited communication network and a dynamic edge
labelling defines the problem input. The task is to maintain a solution to a graph
problem on the labeled graph under batch changes. We investigate, when a batch
of α edge label changes arrive, \beginitemize \item how much time as a function
of α we need to update an existing solution, and \item how much information the
nodes have to keep in local memory between batches in order to update the solution
quickly. \enditemize Our work lays the foundations for the theory of input-dynamic
distributed network algorithms. We give a general picture of the complexity landscape
in this model, design both universal algorithms and algorithms for concrete problems,
and present a general framework for lower bounds. In particular, we derive non-trivial
upper bounds for two selected, contrasting problems: maintaining a minimum spanning
tree and detecting cliques.'
acknowledgement: "We thank Jukka Suomela for discussions. We also thank our shepherd
Mohammad Hajiesmaili\r\nand the reviewers for their time and suggestions on how
to improve the paper. This project\r\nhas received funding from the European Research
Council (ERC) under the European Union’s\r\nHorizon 2020 research and innovation
programme (grant agreement No 805223 ScaleML), from the European Union’s Horizon
2020 research and innovation programme under the Marie\r\nSk lodowska–Curie grant
agreement No. 840605, from the Vienna Science and Technology Fund (WWTF) project
WHATIF, ICT19-045, 2020-2024, and from the Austrian Science Fund (FWF) and netIDEE
SCIENCE project P 33775-N."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Klaus-Tycho
full_name: Foerster, Klaus-Tycho
last_name: Foerster
- 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
citation:
ama: Foerster K-T, Korhonen J, Paz A, Rybicki J, Schmid S. Input-dynamic distributed
algorithms for communication networks. Proceedings of the ACM on Measurement
and Analysis of Computing Systems. 2021;5(1):1-33. doi:10.1145/3447384
apa: Foerster, K.-T., Korhonen, J., Paz, A., Rybicki, J., & Schmid, S. (2021).
Input-dynamic distributed algorithms for communication networks. Proceedings
of the ACM on Measurement and Analysis of Computing Systems. Association for
Computing Machinery. https://doi.org/10.1145/3447384
chicago: Foerster, Klaus-Tycho, Janne Korhonen, Ami Paz, Joel Rybicki, and Stefan
Schmid. “Input-Dynamic Distributed Algorithms for Communication Networks.” Proceedings
of the ACM on Measurement and Analysis of Computing Systems. Association for
Computing Machinery, 2021. https://doi.org/10.1145/3447384.
ieee: K.-T. Foerster, J. Korhonen, A. Paz, J. Rybicki, and S. Schmid, “Input-dynamic
distributed algorithms for communication networks,” Proceedings of the ACM
on Measurement and Analysis of Computing Systems, vol. 5, no. 1. Association
for Computing Machinery, pp. 1–33, 2021.
ista: Foerster K-T, Korhonen J, Paz A, Rybicki J, Schmid S. 2021. Input-dynamic
distributed algorithms for communication networks. Proceedings of the ACM on Measurement
and Analysis of Computing Systems. 5(1), 1–33.
mla: Foerster, Klaus-Tycho, et al. “Input-Dynamic Distributed Algorithms for Communication
Networks.” Proceedings of the ACM on Measurement and Analysis of Computing
Systems, vol. 5, no. 1, Association for Computing Machinery, 2021, pp. 1–33,
doi:10.1145/3447384.
short: K.-T. Foerster, J. Korhonen, A. Paz, J. Rybicki, S. Schmid, Proceedings of
the ACM on Measurement and Analysis of Computing Systems 5 (2021) 1–33.
date_created: 2022-03-18T09:10:27Z
date_published: 2021-03-01T00:00:00Z
date_updated: 2023-09-26T10:40:55Z
day: '01'
department:
- _id: DaAl
doi: 10.1145/3447384
ec_funded: 1
external_id:
arxiv:
- '2005.07637'
intvolume: ' 5'
issue: '1'
keyword:
- Computer Networks and Communications
- Hardware and Architecture
- Safety
- Risk
- Reliability and Quality
- Computer Science (miscellaneous)
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2005.07637
month: '03'
oa: 1
oa_version: Preprint
page: 1-33
project:
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '805223'
name: Elastic Coordination for Scalable Machine Learning
publication: Proceedings of the ACM on Measurement and Analysis of Computing Systems
publication_identifier:
issn:
- 2476-1249
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
record:
- id: '10854'
relation: shorter_version
status: public
scopus_import: '1'
status: public
title: Input-dynamic distributed algorithms for communication networks
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 5
year: '2021'
...
---
_id: '9678'
abstract:
- lang: eng
text: We introduce a new graph problem, the token dropping game, and we show how
to solve it efficiently in a distributed setting. We use the token dropping game
as a tool to design an efficient distributed algorithm for stable orientations
and more generally for locally optimal semi-matchings. The prior work by Czygrinow
et al. (DISC 2012) finds a stable orientation in O(Δ^5) rounds in graphs of maximum
degree Δ, while we improve it to O(Δ^4) and also prove a lower bound of Ω(Δ).
For the more general problem of locally optimal semi-matchings, the prior upper
bound is O(S^5) and our new algorithm runs in O(C · S^4) rounds, which is an improvement
for C = o(S); here C and S are the maximum degrees of customers and servers, respectively.
acknowledgement: We thank Orr Fischer, Juho Hirvonen, and Tuomo Lempiäinen for valuable
discussions. 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.
article_processing_charge: No
arxiv: 1
author:
- first_name: Sebastian
full_name: Brandt, Sebastian
last_name: Brandt
- first_name: Barbara
full_name: Keller, Barbara
last_name: Keller
- first_name: Joel
full_name: Rybicki, Joel
id: 334EFD2E-F248-11E8-B48F-1D18A9856A87
last_name: Rybicki
orcid: 0000-0002-6432-6646
- first_name: Jukka
full_name: Suomela, Jukka
last_name: Suomela
- first_name: Jara
full_name: Uitto, Jara
last_name: Uitto
citation:
ama: 'Brandt S, Keller B, Rybicki J, Suomela J, Uitto J. Efficient load-balancing
through distributed token dropping. In: Annual ACM Symposium on Parallelism
in Algorithms and Architectures. ; 2021:129-139. doi:10.1145/3409964.3461785'
apa: Brandt, S., Keller, B., Rybicki, J., Suomela, J., & Uitto, J. (2021). Efficient
load-balancing through distributed token dropping. In Annual ACM Symposium
on Parallelism in Algorithms and Architectures (pp. 129–139). Virtual Event,
United States. https://doi.org/10.1145/3409964.3461785
chicago: Brandt, Sebastian, Barbara Keller, Joel Rybicki, Jukka Suomela, and Jara
Uitto. “Efficient Load-Balancing through Distributed Token Dropping.” In Annual
ACM Symposium on Parallelism in Algorithms and Architectures, 129–39, 2021.
https://doi.org/10.1145/3409964.3461785.
ieee: S. Brandt, B. Keller, J. Rybicki, J. Suomela, and J. Uitto, “Efficient load-balancing
through distributed token dropping,” in Annual ACM Symposium on Parallelism
in Algorithms and Architectures, Virtual Event, United States, 2021, pp.
129–139.
ista: 'Brandt S, Keller B, Rybicki J, Suomela J, Uitto J. 2021. Efficient load-balancing
through distributed token dropping. Annual ACM Symposium on Parallelism in Algorithms
and Architectures. SPAA: Symposium on Parallelism in Algorithms and Architectures
, 129–139.'
mla: Brandt, Sebastian, et al. “Efficient Load-Balancing through Distributed Token
Dropping.” Annual ACM Symposium on Parallelism in Algorithms and Architectures,
2021, pp. 129–39, doi:10.1145/3409964.3461785.
short: S. Brandt, B. Keller, J. Rybicki, J. Suomela, J. Uitto, in:, Annual ACM Symposium
on Parallelism in Algorithms and Architectures, 2021, pp. 129–139.
conference:
end_date: 2021-07-08
location: ' Virtual Event, United States'
name: 'SPAA: Symposium on Parallelism in Algorithms and Architectures '
start_date: 2021-07-06
date_created: 2021-07-18T22:01:22Z
date_published: 2021-07-06T00:00:00Z
date_updated: 2024-03-05T07:13:12Z
day: '06'
department:
- _id: DaAl
doi: 10.1145/3409964.3461785
ec_funded: 1
external_id:
arxiv:
- '2005.07761'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2005.07761
month: '07'
oa: 1
oa_version: Preprint
page: 129-139
project:
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
publication: Annual ACM Symposium on Parallelism in Algorithms and Architectures
publication_identifier:
isbn:
- '9781450380706'
publication_status: published
quality_controlled: '1'
related_material:
record:
- id: '15074'
relation: earlier_version
status: public
scopus_import: '1'
status: public
title: Efficient load-balancing through distributed token dropping
type: conference
user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425
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: 35th International Symposium on Distributed Computing.
Vol 209. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.DISC.2021.43'
apa: 'Alistarh, D.-A., Gelashvili, R., & Rybicki, J. (2021). Brief announcement:
Fast graphical population protocols. In 35th International Symposium on Distributed
Computing (Vol. 209). Freiburg, Germany: Schloss Dagstuhl - Leibniz-Zentrum
für Informatik. https://doi.org/10.4230/LIPIcs.DISC.2021.43'
chicago: 'Alistarh, Dan-Adrian, Rati Gelashvili, and Joel Rybicki. “Brief Announcement:
Fast Graphical Population Protocols.” In 35th International Symposium on Distributed
Computing, Vol. 209. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
https://doi.org/10.4230/LIPIcs.DISC.2021.43.'
ieee: 'D.-A. Alistarh, R. Gelashvili, and J. Rybicki, “Brief announcement: Fast
graphical population protocols,” in 35th International Symposium on Distributed
Computing, 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.” 35th International Symposium on Distributed Computing, vol.
209, 43, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:10.4230/LIPIcs.DISC.2021.43.'
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: '7224'
abstract:
- lang: eng
text: 'Habitat loss is one of the key drivers of the ongoing decline of biodiversity.
However, ecologists still argue about how fragmentation of habitat (independent
of habitat loss) affects species richness. The recently proposed habitat amount
hypothesis posits that species richness only depends on the total amount of habitat
in a local landscape. In contrast, empirical studies report contrasting patterns:
some find positive and others negative effects of fragmentation per se on species
richness. To explain this apparent disparity, we devise a stochastic, spatially
explicit model of competitive species communities in heterogeneous habitats. The
model shows that habitat loss and fragmentation have complex effects on species
diversity in competitive communities. When the total amount of habitat is large,
fragmentation per se tends to increase species diversity, but if the total amount
of habitat is small, the situation is reversed: fragmentation per se decreases
species diversity.'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Joel
full_name: Rybicki, Joel
id: 334EFD2E-F248-11E8-B48F-1D18A9856A87
last_name: Rybicki
orcid: 0000-0002-6432-6646
- first_name: Nerea
full_name: Abrego, Nerea
last_name: Abrego
- first_name: Otso
full_name: Ovaskainen, Otso
last_name: Ovaskainen
citation:
ama: Rybicki J, Abrego N, Ovaskainen O. Habitat fragmentation and species diversity
in competitive communities. Ecology Letters. 2020;23(3):506-517. doi:10.1111/ele.13450
apa: Rybicki, J., Abrego, N., & Ovaskainen, O. (2020). Habitat fragmentation
and species diversity in competitive communities. Ecology Letters. Wiley.
https://doi.org/10.1111/ele.13450
chicago: Rybicki, Joel, Nerea Abrego, and Otso Ovaskainen. “Habitat Fragmentation
and Species Diversity in Competitive Communities.” Ecology Letters. Wiley,
2020. https://doi.org/10.1111/ele.13450.
ieee: J. Rybicki, N. Abrego, and O. Ovaskainen, “Habitat fragmentation and species
diversity in competitive communities,” Ecology Letters, vol. 23, no. 3.
Wiley, pp. 506–517, 2020.
ista: Rybicki J, Abrego N, Ovaskainen O. 2020. Habitat fragmentation and species
diversity in competitive communities. Ecology Letters. 23(3), 506–517.
mla: Rybicki, Joel, et al. “Habitat Fragmentation and Species Diversity in Competitive
Communities.” Ecology Letters, vol. 23, no. 3, Wiley, 2020, pp. 506–17,
doi:10.1111/ele.13450.
short: J. Rybicki, N. Abrego, O. Ovaskainen, Ecology Letters 23 (2020) 506–517.
date_created: 2020-01-04T11:04:30Z
date_published: 2020-03-01T00:00:00Z
date_updated: 2023-09-05T16:04:30Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.1111/ele.13450
ec_funded: 1
external_id:
isi:
- '000503625200001'
file:
- access_level: open_access
checksum: 372f67f2744f4b6049e9778364766c22
content_type: application/pdf
creator: dernst
date_created: 2020-02-14T12:02:50Z
date_updated: 2020-07-14T12:47:54Z
file_id: '7486'
file_name: 2020_EcologyLetters_Rybicki.pdf
file_size: 3005474
relation: main_file
file_date_updated: 2020-07-14T12:47:54Z
has_accepted_license: '1'
intvolume: ' 23'
isi: 1
issue: '3'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: 506-517
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '754411'
name: ISTplus - Postdoctoral Fellowships
- _id: 26A5D39A-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '840605'
name: Coordination in constrained and natural distributed systems
publication: Ecology Letters
publication_identifier:
eissn:
- 1461-0248
issn:
- 1461-023X
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Habitat fragmentation and species diversity in competitive communities
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: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 23
year: '2020'
...