---
_id: '17655'
author:
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: M.M.
  full_name: de Weerdt, M.M.
  last_name: de Weerdt
- first_name: C.M.
  full_name: Jonker, C.M.
  last_name: Jonker
citation:
  ama: 'Polevoy G, de Weerdt MM, Jonker CM. The Game of Reciprocation Habits. In:
    <i>Proceedings of the 2016 European Conference on Artificial Intelligence</i>.
    Vol Volume 285: ECAI 2016. Frontiers in Artificial Intelligence and Applications.
    ; 2016:417-425. doi:<a href="https://doi.org/10.3233/978-1-61499-672-9-417">10.3233/978-1-61499-672-9-417</a>'
  apa: 'Polevoy, G., de Weerdt, M. M., &#38; Jonker, C. M. (2016). The Game of Reciprocation
    Habits. In <i>Proceedings of the 2016 European Conference on Artificial Intelligence</i>
    (Vol. Volume 285: ECAI 2016, pp. 417–425). <a href="https://doi.org/10.3233/978-1-61499-672-9-417">https://doi.org/10.3233/978-1-61499-672-9-417</a>'
  bibtex: '@inproceedings{Polevoy_de Weerdt_Jonker_2016, series={Frontiers in Artificial
    Intelligence and Applications}, title={The Game of Reciprocation Habits}, volume={Volume
    285: ECAI 2016}, DOI={<a href="https://doi.org/10.3233/978-1-61499-672-9-417">10.3233/978-1-61499-672-9-417</a>},
    booktitle={Proceedings of the 2016 European Conference on Artificial Intelligence},
    author={Polevoy, Gleb and de Weerdt, M.M. and Jonker, C.M.}, year={2016}, pages={417–425},
    collection={Frontiers in Artificial Intelligence and Applications} }'
  chicago: 'Polevoy, Gleb, M.M. de Weerdt, and C.M. Jonker. “The Game of Reciprocation
    Habits.” In <i>Proceedings of the 2016 European Conference on Artificial Intelligence</i>,
    Volume 285: ECAI 2016:417–25. Frontiers in Artificial Intelligence and Applications,
    2016. <a href="https://doi.org/10.3233/978-1-61499-672-9-417">https://doi.org/10.3233/978-1-61499-672-9-417</a>.'
  ieee: 'G. Polevoy, M. M. de Weerdt, and C. M. Jonker, “The Game of Reciprocation
    Habits,” in <i>Proceedings of the 2016 European Conference on Artificial Intelligence</i>,
    2016, vol. Volume 285: ECAI 2016, pp. 417–425.'
  mla: 'Polevoy, Gleb, et al. “The Game of Reciprocation Habits.” <i>Proceedings of
    the 2016 European Conference on Artificial Intelligence</i>, vol. Volume 285:
    ECAI 2016, 2016, pp. 417–25, doi:<a href="https://doi.org/10.3233/978-1-61499-672-9-417">10.3233/978-1-61499-672-9-417</a>.'
  short: 'G. Polevoy, M.M. de Weerdt, C.M. Jonker, in: Proceedings of the 2016 European
    Conference on Artificial Intelligence, 2016, pp. 417–425.'
date_created: 2020-08-06T15:20:30Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
doi: 10.3233/978-1-61499-672-9-417
extern: '1'
keyword:
- agents
- action
- repeated reciprocation
- fixed
- floating
- network
- Nash equilibrium
- social welfare
- price of anarchy
- price of stability
- convex combination
language:
- iso: eng
page: 417-425
publication: Proceedings of the 2016 European Conference on Artificial Intelligence
series_title: Frontiers in Artificial Intelligence and Applications
status: public
title: The Game of Reciprocation Habits
type: conference
user_id: '83983'
volume: 'Volume 285: ECAI 2016'
year: '2016'
...
---
_id: '17656'
author:
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Mathijs
  full_name: de Weerdt, Mathijs
  last_name: de Weerdt
- first_name: Catholijn
  full_name: Jonker, Catholijn
  last_name: Jonker
citation:
  ama: 'Polevoy G, de Weerdt M, Jonker C. The Convergence of Reciprocation. In: <i>Proceedings
    of the 2016 International Conference on Autonomous Agents and Multiagent Systems</i>.
    AAMAS ’16. Richland, SC: International Foundation for Autonomous Agents and Multiagent
    Systems; 2016:1431-1432.'
  apa: 'Polevoy, G., de Weerdt, M., &#38; Jonker, C. (2016). The Convergence of Reciprocation.
    In <i>Proceedings of the 2016 International Conference on Autonomous Agents and
    Multiagent Systems</i> (pp. 1431–1432). Richland, SC: International Foundation
    for Autonomous Agents and Multiagent Systems.'
  bibtex: '@inproceedings{Polevoy_de Weerdt_Jonker_2016, place={Richland, SC}, series={AAMAS
    ’16}, title={The Convergence of Reciprocation}, booktitle={Proceedings of the
    2016 International Conference on Autonomous Agents and Multiagent Systems}, publisher={International
    Foundation for Autonomous Agents and Multiagent Systems}, author={Polevoy, Gleb
    and de Weerdt, Mathijs and Jonker, Catholijn}, year={2016}, pages={1431–1432},
    collection={AAMAS ’16} }'
  chicago: 'Polevoy, Gleb, Mathijs de Weerdt, and Catholijn Jonker. “The Convergence
    of Reciprocation.” In <i>Proceedings of the 2016 International Conference on Autonomous
    Agents and Multiagent Systems</i>, 1431–32. AAMAS ’16. Richland, SC: International
    Foundation for Autonomous Agents and Multiagent Systems, 2016.'
  ieee: G. Polevoy, M. de Weerdt, and C. Jonker, “The Convergence of Reciprocation,”
    in <i>Proceedings of the 2016 International Conference on Autonomous Agents and
    Multiagent Systems</i>, 2016, pp. 1431–1432.
  mla: Polevoy, Gleb, et al. “The Convergence of Reciprocation.” <i>Proceedings of
    the 2016 International Conference on Autonomous Agents and Multiagent Systems</i>,
    International Foundation for Autonomous Agents and Multiagent Systems, 2016, pp.
    1431–32.
  short: 'G. Polevoy, M. de Weerdt, C. Jonker, in: Proceedings of the 2016 International
    Conference on Autonomous Agents and Multiagent Systems, International Foundation
    for Autonomous Agents and Multiagent Systems, Richland, SC, 2016, pp. 1431–1432.'
date_created: 2020-08-06T15:20:45Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
extern: '1'
keyword:
- agent's influence
- behavior
- convergence
- perron-frobenius
- reciprocal interaction
- repeated reciprocation
language:
- iso: eng
page: 1431-1432
place: Richland, SC
publication: Proceedings of the 2016 International Conference on Autonomous Agents
  and Multiagent Systems
publication_identifier:
  isbn:
  - 978-1-4503-4239-1
publisher: International Foundation for Autonomous Agents and Multiagent Systems
series_title: AAMAS '16
status: public
title: The Convergence of Reciprocation
type: conference
user_id: '83983'
year: '2016'
...
---
_id: '209'
abstract:
- lang: eng
  text: We study a new class of games which generalizes congestion games and its bottleneck
    variant. We introduce congestion games with mixed objectives to model network
    scenarios in which players seek to optimize for latency and bandwidths alike.
    We characterize the existence of pure Nash equilibria (PNE) and the convergence
    of improvement dynamics. For games that do not possess PNE we give bounds on the
    approximation ratio of approximate pure Nash equilibria.
author:
- first_name: Matthias
  full_name: Feldotto, Matthias
  id: '14052'
  last_name: Feldotto
  orcid: 0000-0003-1348-6516
- first_name: Lennart
  full_name: Leder, Lennart
  last_name: Leder
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
citation:
  ama: 'Feldotto M, Leder L, Skopalik A. Congestion Games with Mixed Objectives. In:
    <i>Proceedings of the 10th Annual International Conference on Combinatorial Optimization
    and Applications (COCOA)</i>. LNCS. ; 2016:655--669. doi:<a href="https://doi.org/10.1007/978-3-319-48749-6_47">10.1007/978-3-319-48749-6_47</a>'
  apa: Feldotto, M., Leder, L., &#38; Skopalik, A. (2016). Congestion Games with Mixed
    Objectives. In <i>Proceedings of the 10th Annual International Conference on Combinatorial
    Optimization and Applications (COCOA)</i> (pp. 655--669). <a href="https://doi.org/10.1007/978-3-319-48749-6_47">https://doi.org/10.1007/978-3-319-48749-6_47</a>
  bibtex: '@inproceedings{Feldotto_Leder_Skopalik_2016, series={LNCS}, title={Congestion
    Games with Mixed Objectives}, DOI={<a href="https://doi.org/10.1007/978-3-319-48749-6_47">10.1007/978-3-319-48749-6_47</a>},
    booktitle={Proceedings of the 10th Annual International Conference on Combinatorial
    Optimization and Applications (COCOA)}, author={Feldotto, Matthias and Leder,
    Lennart and Skopalik, Alexander}, year={2016}, pages={655--669}, collection={LNCS}
    }'
  chicago: Feldotto, Matthias, Lennart Leder, and Alexander Skopalik. “Congestion
    Games with Mixed Objectives.” In <i>Proceedings of the 10th Annual International
    Conference on Combinatorial Optimization and Applications (COCOA)</i>, 655--669.
    LNCS, 2016. <a href="https://doi.org/10.1007/978-3-319-48749-6_47">https://doi.org/10.1007/978-3-319-48749-6_47</a>.
  ieee: M. Feldotto, L. Leder, and A. Skopalik, “Congestion Games with Mixed Objectives,”
    in <i>Proceedings of the 10th Annual International Conference on Combinatorial
    Optimization and Applications (COCOA)</i>, 2016, pp. 655--669.
  mla: Feldotto, Matthias, et al. “Congestion Games with Mixed Objectives.” <i>Proceedings
    of the 10th Annual International Conference on Combinatorial Optimization and
    Applications (COCOA)</i>, 2016, pp. 655--669, doi:<a href="https://doi.org/10.1007/978-3-319-48749-6_47">10.1007/978-3-319-48749-6_47</a>.
  short: 'M. Feldotto, L. Leder, A. Skopalik, in: Proceedings of the 10th Annual International
    Conference on Combinatorial Optimization and Applications (COCOA), 2016, pp. 655--669.'
date_created: 2017-10-17T12:41:32Z
date_updated: 2022-01-06T06:54:41Z
ddc:
- '000'
department:
- _id: '63'
- _id: '541'
doi: 10.1007/978-3-319-48749-6_47
external_id:
  arxiv:
  - '1607.05143'
file:
- access_level: closed
  content_type: application/pdf
  creator: feldi
  date_created: 2018-10-31T17:03:44Z
  date_updated: 2018-10-31T17:03:44Z
  file_id: '5233'
  file_name: Feldotto2016_Chapter_CongestionGamesWithMixedObject.pdf
  file_size: 235739
  relation: main_file
  success: 1
file_date_updated: 2018-10-31T17:03:44Z
has_accepted_license: '1'
language:
- iso: eng
page: 655--669
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publication: Proceedings of the 10th Annual International Conference on Combinatorial
  Optimization and Applications (COCOA)
series_title: LNCS
status: public
title: Congestion Games with Mixed Objectives
type: conference
user_id: '14052'
year: '2016'
...
---
_id: '1082'
author:
- first_name: Tobias
  full_name: Handirk, Tobias
  last_name: Handirk
citation:
  ama: Handirk T. <i>Über die Rolle von Informationen in Verkehrsnetzwerken</i>. Universität
    Paderborn; 2016.
  apa: Handirk, T. (2016). <i>Über die Rolle von Informationen in Verkehrsnetzwerken</i>.
    Universität Paderborn.
  bibtex: '@book{Handirk_2016, title={Über die Rolle von Informationen in Verkehrsnetzwerken},
    publisher={Universität Paderborn}, author={Handirk, Tobias}, year={2016} }'
  chicago: Handirk, Tobias. <i>Über die Rolle von Informationen in Verkehrsnetzwerken</i>.
    Universität Paderborn, 2016.
  ieee: T. Handirk, <i>Über die Rolle von Informationen in Verkehrsnetzwerken</i>.
    Universität Paderborn, 2016.
  mla: Handirk, Tobias. <i>Über die Rolle von Informationen in Verkehrsnetzwerken</i>.
    Universität Paderborn, 2016.
  short: T. Handirk, Über die Rolle von Informationen in Verkehrsnetzwerken, Universität
    Paderborn, 2016.
date_created: 2017-12-19T10:10:17Z
date_updated: 2022-01-06T06:50:51Z
department:
- _id: '63'
- _id: '541'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subproject A3
- _id: '2'
  name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Über die Rolle von Informationen in Verkehrsnetzwerken
type: bachelorsthesis
user_id: '14052'
year: '2016'
...
---
_id: '159'
abstract:
- lang: eng
  text: Abstract—Max-min fairness (MMF) is a widely known approachto a fair allocation
    of bandwidth to each of the usersin a network. This allocation can be computed
    by uniformlyraising the bandwidths of all users without violating capacityconstraints.
    We consider an extension of these allocations byraising the bandwidth with arbitrary
    and not necessarily uniformtime-depending velocities (allocation rates). These
    allocationsare used in a game-theoretic context for routing choices, whichwe formalize
    in progressive filling games (PFGs). We present avariety of results for equilibria
    in PFGs. We show that these gamespossess pure Nash and strong equilibria. While
    computation ingeneral is NP-hard, there are polynomial-time algorithms forprominent
    classes of Max-Min-Fair Games (MMFG), includingthe case when all users have the
    same source-destination pair.We characterize prices of anarchy and stability for
    pure Nashand strong equilibria in PFGs and MMFGs when players havedifferent or
    the same source-destination pairs. In addition, weshow that when a designer can
    adjust allocation rates, it is possibleto design games with optimal strong equilibria.
    Some initial resultson polynomial-time algorithms in this direction are also derived.
author:
- first_name: Tobias
  full_name: Harks, Tobias
  last_name: Harks
- first_name: Martin
  full_name: Höfer, Martin
  last_name: Höfer
- first_name: Kevin
  full_name: Schewior, Kevin
  last_name: Schewior
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
citation:
  ama: Harks T, Höfer M, Schewior K, Skopalik A. Routing Games With Progressive Filling.
    <i>IEEE/ACM Transactions on Networking</i>. 2016;(4):2553-2562. doi:<a href="https://doi.org/10.1109/TNET.2015.2468571">10.1109/TNET.2015.2468571</a>
  apa: Harks, T., Höfer, M., Schewior, K., &#38; Skopalik, A. (2016). Routing Games
    With Progressive Filling. <i>IEEE/ACM Transactions on Networking</i>, (4), 2553–2562.
    <a href="https://doi.org/10.1109/TNET.2015.2468571">https://doi.org/10.1109/TNET.2015.2468571</a>
  bibtex: '@article{Harks_Höfer_Schewior_Skopalik_2016, title={Routing Games With
    Progressive Filling}, DOI={<a href="https://doi.org/10.1109/TNET.2015.2468571">10.1109/TNET.2015.2468571</a>},
    number={4}, journal={IEEE/ACM Transactions on Networking}, publisher={IEEE}, author={Harks,
    Tobias and Höfer, Martin and Schewior, Kevin and Skopalik, Alexander}, year={2016},
    pages={2553–2562} }'
  chicago: 'Harks, Tobias, Martin Höfer, Kevin Schewior, and Alexander Skopalik. “Routing
    Games With Progressive Filling.” <i>IEEE/ACM Transactions on Networking</i>, no.
    4 (2016): 2553–62. <a href="https://doi.org/10.1109/TNET.2015.2468571">https://doi.org/10.1109/TNET.2015.2468571</a>.'
  ieee: T. Harks, M. Höfer, K. Schewior, and A. Skopalik, “Routing Games With Progressive
    Filling,” <i>IEEE/ACM Transactions on Networking</i>, no. 4, pp. 2553–2562, 2016.
  mla: Harks, Tobias, et al. “Routing Games With Progressive Filling.” <i>IEEE/ACM
    Transactions on Networking</i>, no. 4, IEEE, 2016, pp. 2553–62, doi:<a href="https://doi.org/10.1109/TNET.2015.2468571">10.1109/TNET.2015.2468571</a>.
  short: T. Harks, M. Höfer, K. Schewior, A. Skopalik, IEEE/ACM Transactions on Networking
    (2016) 2553–2562.
date_created: 2017-10-17T12:41:23Z
date_updated: 2022-01-06T06:52:40Z
ddc:
- '040'
department:
- _id: '63'
- _id: '541'
doi: 10.1109/TNET.2015.2468571
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:48:02Z
  date_updated: 2018-03-21T12:48:02Z
  file_id: '1547'
  file_name: 159-Harks-Hoefer-Schewior-Skopalik2016.pdf
  file_size: 1655309
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:48:02Z
has_accepted_license: '1'
issue: '4'
language:
- iso: eng
page: 2553 - 2562
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publication: IEEE/ACM Transactions on Networking
publisher: IEEE
status: public
title: Routing Games With Progressive Filling
type: journal_article
user_id: '477'
year: '2016'
...
---
_id: '149'
abstract:
- lang: eng
  text: 'In this paper we consider a strategic variant of the online facility location
    problem. Given is a graph in which each node serves two roles: it is a strategic
    client stating requests as well as a potential location for a facility. In each
    time step one client states a request which induces private costs equal to the
    distance to the closest facility. Before serving, the clients may collectively
    decide to open new facilities, sharing the corresponding price. Instead of optimizing
    the global costs, each client acts selfishly. The prices of new facilities vary
    between nodes and also change over time, but are always bounded by some fixed
    value α. Both the requests as well as the facility prices are given by an online
    sequence and are not known in advance.We characterize the optimal strategies of
    the clients and analyze their overall performance in comparison to a centralized
    offline solution. If all players optimize their own competitiveness, the global
    performance of the system is O(√α⋅α) times worse than the offline optimum. A restriction
    to a natural subclass of strategies improves this result to O(α). We also show
    that for fixed facility costs, we can find strategies such that this bound further
    improves to O(√α).'
author:
- first_name: Maximilian
  full_name: Drees, Maximilian
  last_name: Drees
- first_name: Björn
  full_name: Feldkord, Björn
  id: '22704'
  last_name: Feldkord
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
citation:
  ama: 'Drees M, Feldkord B, Skopalik A. Strategic Online Facility Location. In: <i>Proceedings
    of the 10th Annual International Conference on Combinatorial Optimization and
    Applications (COCOA)</i>. LNCS. ; 2016:593--607. doi:<a href="https://doi.org/10.1007/978-3-319-48749-6_43">10.1007/978-3-319-48749-6_43</a>'
  apa: Drees, M., Feldkord, B., &#38; Skopalik, A. (2016). Strategic Online Facility
    Location. In <i>Proceedings of the 10th Annual International Conference on Combinatorial
    Optimization and Applications (COCOA)</i> (pp. 593--607). <a href="https://doi.org/10.1007/978-3-319-48749-6_43">https://doi.org/10.1007/978-3-319-48749-6_43</a>
  bibtex: '@inproceedings{Drees_Feldkord_Skopalik_2016, series={LNCS}, title={Strategic
    Online Facility Location}, DOI={<a href="https://doi.org/10.1007/978-3-319-48749-6_43">10.1007/978-3-319-48749-6_43</a>},
    booktitle={Proceedings of the 10th Annual International Conference on Combinatorial
    Optimization and Applications (COCOA)}, author={Drees, Maximilian and Feldkord,
    Björn and Skopalik, Alexander}, year={2016}, pages={593--607}, collection={LNCS}
    }'
  chicago: Drees, Maximilian, Björn Feldkord, and Alexander Skopalik. “Strategic Online
    Facility Location.” In <i>Proceedings of the 10th Annual International Conference
    on Combinatorial Optimization and Applications (COCOA)</i>, 593--607. LNCS, 2016.
    <a href="https://doi.org/10.1007/978-3-319-48749-6_43">https://doi.org/10.1007/978-3-319-48749-6_43</a>.
  ieee: M. Drees, B. Feldkord, and A. Skopalik, “Strategic Online Facility Location,”
    in <i>Proceedings of the 10th Annual International Conference on Combinatorial
    Optimization and Applications (COCOA)</i>, 2016, pp. 593--607.
  mla: Drees, Maximilian, et al. “Strategic Online Facility Location.” <i>Proceedings
    of the 10th Annual International Conference on Combinatorial Optimization and
    Applications (COCOA)</i>, 2016, pp. 593--607, doi:<a href="https://doi.org/10.1007/978-3-319-48749-6_43">10.1007/978-3-319-48749-6_43</a>.
  short: 'M. Drees, B. Feldkord, A. Skopalik, in: Proceedings of the 10th Annual International
    Conference on Combinatorial Optimization and Applications (COCOA), 2016, pp. 593--607.'
date_created: 2017-10-17T12:41:21Z
date_updated: 2022-01-06T06:52:10Z
ddc:
- '040'
department:
- _id: '63'
- _id: '541'
doi: 10.1007/978-3-319-48749-6_43
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:55:43Z
  date_updated: 2018-03-21T12:55:43Z
  file_id: '1553'
  file_name: 149-chp_3A10.1007_2F978-3-319-48749-6_43.pdf
  file_size: 236253
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:55:43Z
has_accepted_license: '1'
language:
- iso: eng
page: 593--607
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subprojekt A1
- _id: '7'
  name: SFB 901 - Subproject A3
- _id: '2'
  name: SFB 901 - Project Area A
publication: Proceedings of the 10th Annual International Conference on Combinatorial
  Optimization and Applications (COCOA)
series_title: LNCS
status: public
title: Strategic Online Facility Location
type: conference
user_id: '477'
year: '2016'
...
---
_id: '145'
abstract:
- lang: eng
  text: 'Comparative evaluations of peer-to-peer protocols through simulations are
    a viable approach to judge the performance and costs of the individual protocols
    in large-scale networks. In order to support this work, we present the peer-to-peer
    system simulator PeerfactSim.KOM, which we extended over the last years. PeerfactSim.KOM
    comes with an extensive layer model to support various facets and protocols of
    peer-to-peer networking. In this article, we describe PeerfactSim.KOM and show
    how it can be used for detailed measurements of large-scale peer-to-peer networks.
    We enhanced PeerfactSim.KOM with a fine-grained analyzer concept, with exhaustive
    automated measurements and gnuplot generators as well as a coordination control
    to evaluate sets of experiment setups in parallel. Thus, by configuring all experiments
    and protocols only once and starting the simulator, all desired measurements are
    performed, analyzed, evaluated, and combined, resulting in a holistic environment
    for the comparative evaluation of peer-to-peer systems. An immediate comparison
    of different configurations and overlays under different aspects is possible directly
    after the execution without any manual post-processing. '
author:
- first_name: Matthias
  full_name: Feldotto, Matthias
  id: '14052'
  last_name: Feldotto
  orcid: 0000-0003-1348-6516
- first_name: Kalman
  full_name: Graffi, Kalman
  last_name: Graffi
citation:
  ama: 'Feldotto M, Graffi K. Systematic evaluation of peer-to-peer systems using
    PeerfactSim.KOM. <i>Concurrency and Computation: Practice and Experience</i>.
    2016;28(5):1655-1677. doi:<a href="https://doi.org/10.1002/cpe.3716">10.1002/cpe.3716</a>'
  apa: 'Feldotto, M., &#38; Graffi, K. (2016). Systematic evaluation of peer-to-peer
    systems using PeerfactSim.KOM. <i>Concurrency and Computation: Practice and Experience</i>,
    <i>28</i>(5), 1655–1677. <a href="https://doi.org/10.1002/cpe.3716">https://doi.org/10.1002/cpe.3716</a>'
  bibtex: '@article{Feldotto_Graffi_2016, title={Systematic evaluation of peer-to-peer
    systems using PeerfactSim.KOM}, volume={28}, DOI={<a href="https://doi.org/10.1002/cpe.3716">10.1002/cpe.3716</a>},
    number={5}, journal={Concurrency and Computation: Practice and Experience}, publisher={Wiley
    Online Library}, author={Feldotto, Matthias and Graffi, Kalman}, year={2016},
    pages={1655–1677} }'
  chicago: 'Feldotto, Matthias, and Kalman Graffi. “Systematic Evaluation of Peer-to-Peer
    Systems Using PeerfactSim.KOM.” <i>Concurrency and Computation: Practice and Experience</i>
    28, no. 5 (2016): 1655–77. <a href="https://doi.org/10.1002/cpe.3716">https://doi.org/10.1002/cpe.3716</a>.'
  ieee: 'M. Feldotto and K. Graffi, “Systematic evaluation of peer-to-peer systems
    using PeerfactSim.KOM,” <i>Concurrency and Computation: Practice and Experience</i>,
    vol. 28, no. 5, pp. 1655–1677, 2016.'
  mla: 'Feldotto, Matthias, and Kalman Graffi. “Systematic Evaluation of Peer-to-Peer
    Systems Using PeerfactSim.KOM.” <i>Concurrency and Computation: Practice and Experience</i>,
    vol. 28, no. 5, Wiley Online Library, 2016, pp. 1655–77, doi:<a href="https://doi.org/10.1002/cpe.3716">10.1002/cpe.3716</a>.'
  short: 'M. Feldotto, K. Graffi, Concurrency and Computation: Practice and Experience
    28 (2016) 1655–1677.'
date_created: 2017-10-17T12:41:20Z
date_updated: 2022-01-06T06:52:00Z
ddc:
- '040'
department:
- _id: '79'
- _id: '63'
- _id: '541'
doi: 10.1002/cpe.3716
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:57:57Z
  date_updated: 2018-03-21T12:57:57Z
  file_id: '1556'
  file_name: 145-Feldotto_et_al-2016-Concurrency_and_Computation-_Practice_and_Experience.pdf
  file_size: 3121363
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:57:57Z
has_accepted_license: '1'
intvolume: '        28'
issue: '5'
page: 1655-1677
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subprojekt A1
- _id: '2'
  name: SFB 901 - Project Area A
publication: 'Concurrency and Computation: Practice and Experience'
publication_status: published
publisher: Wiley Online Library
status: public
title: Systematic evaluation of peer-to-peer systems using PeerfactSim.KOM
type: journal_article
user_id: '14052'
volume: 28
year: '2016'
...
---
_id: '251'
author:
- first_name: Karlson
  full_name: Pfannschmidt, Karlson
  last_name: Pfannschmidt
citation:
  ama: Pfannschmidt K. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn; 2015.
  apa: Pfannschmidt, K. (2015). <i>Solving the aggregated bandits problem</i>. Universität
    Paderborn.
  bibtex: '@book{Pfannschmidt_2015, title={Solving the aggregated bandits problem},
    publisher={Universität Paderborn}, author={Pfannschmidt, Karlson}, year={2015}
    }'
  chicago: Pfannschmidt, Karlson. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn, 2015.
  ieee: K. Pfannschmidt, <i>Solving the aggregated bandits problem</i>. Universität
    Paderborn, 2015.
  mla: Pfannschmidt, Karlson. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn, 2015.
  short: K. Pfannschmidt, Solving the Aggregated Bandits Problem, Universität Paderborn,
    2015.
date_created: 2017-10-17T12:41:41Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Solving the aggregated bandits problem
type: mastersthesis
user_id: '14052'
year: '2015'
...
---
_id: '320'
abstract:
- lang: eng
  text: 'We consider structural and algorithmic questions related to the Nash dynamics
    of weighted congestion games. In weighted congestion games with linear latency
    functions, the existence of pure Nash equilibria is guaranteed by a potential
    function argument. Unfortunately, this proof of existence is inefficient and computing
    pure Nash equilibria in such games is a PLS-hard problem even when all players
    have unit weights. The situation gets worse when superlinear (e.g., quadratic)
    latency functions come into play; in this case, the Nash dynamics of the game
    may contain cycles and pure Nash equilibria may not even exist. Given these obstacles,
    we consider approximate pure Nash equilibria as alternative solution concepts.
    A ρ--approximate pure Nash equilibrium is a state of a (weighted congestion) game
    from which no player has any incentive to deviate in order to improve her cost
    by a multiplicative factor higher than ρ. Do such equilibria exist for small values
    of ρ? And if so, can we compute them efficiently?We provide positive answers to
    both questions for weighted congestion games with polynomial latency functions
    by exploiting an “approximation” of such games by a new class of potential games
    that we call Ψ-games. This allows us to show that these games have d!-approximate
    pure Nash equilibria, where d is the maximum degree of the latency functions.
    Our main technical contribution is an efficient algorithm for computing O(1)-approximate
    pure Nash equilibria when d is a constant. For games with linear latency functions,
    the approximation guarantee is 3+√5/2 + Oγ for arbitrarily small γ > 0; for latency
    functions with maximum degree d≥ 2, it is d2d+o(d). The running time is polynomial
    in the number of bits in the representation of the game and 1/γ. As a byproduct
    of our techniques, we also show the following interesting structural statement
    for weighted congestion games with polynomial latency functions of maximum degree
    d ≥ 2: polynomially-long sequences of best-response moves from any initial state
    to a dO(d2)-approximate pure Nash equilibrium exist and can be efficiently identified
    in such games as long as d is a constant.To the best of our knowledge, these are
    the first positive algorithmic results for approximate pure Nash equilibria in
    weighted congestion games. Our techniques significantly extend our recent work
    on unweighted congestion games through the use of Ψ-games. The concept of approximating
    nonpotential games by potential ones is interesting in itself and might have further
    applications.'
article_number: '2'
author:
- first_name: Ioannis
  full_name: Caragiannis, Ioannis
  last_name: Caragiannis
- first_name: Angelo
  full_name: Fanelli, Angelo
  last_name: Fanelli
- first_name: Nick
  full_name: Gravin, Nick
  last_name: Gravin
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
citation:
  ama: 'Caragiannis I, Fanelli A, Gravin N, Skopalik A. Approximate Pure Nash Equilibria
    in Weighted Congestion Games: Existence, Efficient Computation, and Structure.
    <i>Transactions on Economics and Computation</i>. 2015;3(1). doi:<a href="https://doi.org/10.1145/2614687">10.1145/2614687</a>'
  apa: 'Caragiannis, I., Fanelli, A., Gravin, N., &#38; Skopalik, A. (2015). Approximate
    Pure Nash Equilibria in Weighted Congestion Games: Existence, Efficient Computation,
    and Structure. <i>Transactions on Economics and Computation</i>, <i>3</i>(1).
    <a href="https://doi.org/10.1145/2614687">https://doi.org/10.1145/2614687</a>'
  bibtex: '@article{Caragiannis_Fanelli_Gravin_Skopalik_2015, title={Approximate Pure
    Nash Equilibria in Weighted Congestion Games: Existence, Efficient Computation,
    and Structure}, volume={3}, DOI={<a href="https://doi.org/10.1145/2614687">10.1145/2614687</a>},
    number={12}, journal={Transactions on Economics and Computation}, publisher={ACM},
    author={Caragiannis, Ioannis and Fanelli, Angelo and Gravin, Nick and Skopalik,
    Alexander}, year={2015} }'
  chicago: 'Caragiannis, Ioannis, Angelo Fanelli, Nick Gravin, and Alexander Skopalik.
    “Approximate Pure Nash Equilibria in Weighted Congestion Games: Existence, Efficient
    Computation, and Structure.” <i>Transactions on Economics and Computation</i>
    3, no. 1 (2015). <a href="https://doi.org/10.1145/2614687">https://doi.org/10.1145/2614687</a>.'
  ieee: 'I. Caragiannis, A. Fanelli, N. Gravin, and A. Skopalik, “Approximate Pure
    Nash Equilibria in Weighted Congestion Games: Existence, Efficient Computation,
    and Structure,” <i>Transactions on Economics and Computation</i>, vol. 3, no.
    1, 2015.'
  mla: 'Caragiannis, Ioannis, et al. “Approximate Pure Nash Equilibria in Weighted
    Congestion Games: Existence, Efficient Computation, and Structure.” <i>Transactions
    on Economics and Computation</i>, vol. 3, no. 1, 2, ACM, 2015, doi:<a href="https://doi.org/10.1145/2614687">10.1145/2614687</a>.'
  short: I. Caragiannis, A. Fanelli, N. Gravin, A. Skopalik, Transactions on Economics
    and Computation 3 (2015).
date_created: 2017-10-17T12:41:54Z
date_updated: 2022-01-06T06:59:04Z
ddc:
- '040'
department:
- _id: '63'
- _id: '541'
doi: 10.1145/2614687
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-20T07:40:55Z
  date_updated: 2018-03-20T07:40:55Z
  file_id: '1433'
  file_name: 320-a2-caragiannis.pdf
  file_size: 260503
  relation: main_file
  success: 1
file_date_updated: 2018-03-20T07:40:55Z
has_accepted_license: '1'
intvolume: '         3'
issue: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publication: Transactions on Economics and Computation
publisher: ACM
status: public
title: 'Approximate Pure Nash Equilibria in Weighted Congestion Games: Existence,
  Efficient Computation, and Structure'
type: journal_article
user_id: '477'
volume: 3
year: '2015'
...
---
_id: '316'
author:
- first_name: Jannis
  full_name: Pautz, Jannis
  last_name: Pautz
citation:
  ama: Pautz J. <i>Budget Games with Priced Strategies</i>. Universität Paderborn;
    2015.
  apa: Pautz, J. (2015). <i>Budget Games with priced strategies</i>. Universität Paderborn.
  bibtex: '@book{Pautz_2015, title={Budget Games with priced strategies}, publisher={Universität
    Paderborn}, author={Pautz, Jannis}, year={2015} }'
  chicago: Pautz, Jannis. <i>Budget Games with Priced Strategies</i>. Universität
    Paderborn, 2015.
  ieee: J. Pautz, <i>Budget Games with priced strategies</i>. Universität Paderborn,
    2015.
  mla: Pautz, Jannis. <i>Budget Games with Priced Strategies</i>. Universität Paderborn,
    2015.
  short: J. Pautz, Budget Games with Priced Strategies, Universität Paderborn, 2015.
date_created: 2017-10-17T12:41:53Z
date_updated: 2022-01-06T06:59:01Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Budget Games with priced strategies
type: bachelorsthesis
user_id: '14052'
year: '2015'
...
---
_id: '271'
abstract:
- lang: eng
  text: In \emph{bandwidth allocation games} (BAGs), the strategy of a player consists
    of various demands on different resources. The player's utility is at most the
    sum of these demands, provided they are fully satisfied. Every resource has a
    limited capacity and if it is exceeded by the total demand, it has to be split
    between the players. Since these games generally do not have pure Nash equilibria,
    we consider approximate pure Nash equilibria, in which no player can improve her
    utility by more than some fixed factor $\alpha$ through unilateral strategy changes.
    There is a threshold $\alpha_\delta$ (where $\delta$ is a parameter that limits
    the demand of each player on a specific resource) such that $\alpha$-approximate
    pure Nash equilibria always exist for $\alpha \geq \alpha_\delta$, but not for
    $\alpha < \alpha_\delta$. We give both upper and lower bounds on this threshold
    $\alpha_\delta$ and show that the corresponding decision problem is ${\sf NP}$-hard.
    We also show that the $\alpha$-approximate price of anarchy for BAGs is $\alpha+1$.
    For a restricted version of the game, where demands of players only differ slightly
    from each other (e.g. symmetric games), we show that approximate Nash equilibria
    can be reached (and thus also be computed) in polynomial time using the best-response
    dynamic. Finally, we show that a broader class of utility-maximization games (which
    includes BAGs) converges quickly towards states whose social welfare is close
    to the optimum.
author:
- first_name: Maximilian
  full_name: Drees, Maximilian
  last_name: Drees
- first_name: Matthias
  full_name: Feldotto, Matthias
  id: '14052'
  last_name: Feldotto
  orcid: 0000-0003-1348-6516
- first_name: Sören
  full_name: Riechers, Sören
  last_name: Riechers
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
citation:
  ama: 'Drees M, Feldotto M, Riechers S, Skopalik A. On Existence and Properties of
    Approximate Pure Nash Equilibria in Bandwidth Allocation Games. In: <i>Proceedings
    of the 8th International Symposium on Algorithmic Game Theory (SAGT)</i>. Lecture
    Notes in Computer Science. ; 2015:178-189. doi:<a href="https://doi.org/10.1007/978-3-662-48433-3_14">10.1007/978-3-662-48433-3_14</a>'
  apa: Drees, M., Feldotto, M., Riechers, S., &#38; Skopalik, A. (2015). On Existence
    and Properties of Approximate Pure Nash Equilibria in Bandwidth Allocation Games.
    In <i>Proceedings of the 8th International Symposium on Algorithmic Game Theory
    (SAGT)</i> (pp. 178–189). <a href="https://doi.org/10.1007/978-3-662-48433-3_14">https://doi.org/10.1007/978-3-662-48433-3_14</a>
  bibtex: '@inproceedings{Drees_Feldotto_Riechers_Skopalik_2015, series={Lecture Notes
    in Computer Science}, title={On Existence and Properties of Approximate Pure Nash
    Equilibria in Bandwidth Allocation Games}, DOI={<a href="https://doi.org/10.1007/978-3-662-48433-3_14">10.1007/978-3-662-48433-3_14</a>},
    booktitle={Proceedings of the 8th International Symposium on Algorithmic Game
    Theory (SAGT)}, author={Drees, Maximilian and Feldotto, Matthias and Riechers,
    Sören and Skopalik, Alexander}, year={2015}, pages={178–189}, collection={Lecture
    Notes in Computer Science} }'
  chicago: Drees, Maximilian, Matthias Feldotto, Sören Riechers, and Alexander Skopalik.
    “On Existence and Properties of Approximate Pure Nash Equilibria in Bandwidth
    Allocation Games.” In <i>Proceedings of the 8th International Symposium on Algorithmic
    Game Theory (SAGT)</i>, 178–89. Lecture Notes in Computer Science, 2015. <a href="https://doi.org/10.1007/978-3-662-48433-3_14">https://doi.org/10.1007/978-3-662-48433-3_14</a>.
  ieee: M. Drees, M. Feldotto, S. Riechers, and A. Skopalik, “On Existence and Properties
    of Approximate Pure Nash Equilibria in Bandwidth Allocation Games,” in <i>Proceedings
    of the 8th International Symposium on Algorithmic Game Theory (SAGT)</i>, 2015,
    pp. 178–189.
  mla: Drees, Maximilian, et al. “On Existence and Properties of Approximate Pure
    Nash Equilibria in Bandwidth Allocation Games.” <i>Proceedings of the 8th International
    Symposium on Algorithmic Game Theory (SAGT)</i>, 2015, pp. 178–89, doi:<a href="https://doi.org/10.1007/978-3-662-48433-3_14">10.1007/978-3-662-48433-3_14</a>.
  short: 'M. Drees, M. Feldotto, S. Riechers, A. Skopalik, in: Proceedings of the
    8th International Symposium on Algorithmic Game Theory (SAGT), 2015, pp. 178–189.'
date_created: 2017-10-17T12:41:45Z
date_updated: 2022-01-06T06:57:34Z
ddc:
- '040'
department:
- _id: '63'
- _id: '541'
doi: 10.1007/978-3-662-48433-3_14
external_id:
  arxiv:
  - '1507.02908'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T09:29:34Z
  date_updated: 2018-03-21T09:29:34Z
  file_id: '1475'
  file_name: 271-chp_3A10.1007_2F978-3-662-48433-3_14.pdf
  file_size: 256718
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T09:29:34Z
has_accepted_license: '1'
page: 178-189
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '4'
  name: SFB 901 - Project Area C
publication: Proceedings of the 8th International Symposium on Algorithmic Game Theory
  (SAGT)
series_title: Lecture Notes in Computer Science
status: public
title: On Existence and Properties of Approximate Pure Nash Equilibria in Bandwidth
  Allocation Games
type: conference
user_id: '14052'
year: '2015'
...
---
_id: '277'
author:
- first_name: Nils
  full_name: Kothe, Nils
  last_name: Kothe
citation:
  ama: Kothe N. <i>Multilevel Netzwerk Spiele mit konstanten Entfernungen im Highspeed-Netzwerk</i>.
    Universität Paderborn; 2015.
  apa: Kothe, N. (2015). <i>Multilevel Netzwerk Spiele mit konstanten Entfernungen
    im Highspeed-Netzwerk</i>. Universität Paderborn.
  bibtex: '@book{Kothe_2015, title={Multilevel Netzwerk Spiele mit konstanten Entfernungen
    im Highspeed-Netzwerk}, publisher={Universität Paderborn}, author={Kothe, Nils},
    year={2015} }'
  chicago: Kothe, Nils. <i>Multilevel Netzwerk Spiele mit konstanten Entfernungen
    im Highspeed-Netzwerk</i>. Universität Paderborn, 2015.
  ieee: N. Kothe, <i>Multilevel Netzwerk Spiele mit konstanten Entfernungen im Highspeed-Netzwerk</i>.
    Universität Paderborn, 2015.
  mla: Kothe, Nils. <i>Multilevel Netzwerk Spiele mit konstanten Entfernungen im Highspeed-Netzwerk</i>.
    Universität Paderborn, 2015.
  short: N. Kothe, Multilevel Netzwerk Spiele mit konstanten Entfernungen im Highspeed-Netzwerk,
    Universität Paderborn, 2015.
date_created: 2017-10-17T12:41:46Z
date_updated: 2022-01-06T06:57:44Z
department:
- _id: '63'
- _id: '541'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '7'
  name: SFB 901 - Subproject A3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Multilevel Netzwerk Spiele mit konstanten Entfernungen im Highspeed-Netzwerk
type: bachelorsthesis
user_id: '14052'
year: '2015'
...
---
_id: '17657'
abstract:
- lang: eng
  text: Inter-datacenter transfers of non-interactive but timely large flows over
    a private (managed) network is an important problem faced by many cloud service
    providers. The considered flows are non-interactive because they do not explicitly
    target the end users. However, most of them must be performed on a timely basis
    and are associated with a deadline. We propose to schedule these flows by a centralized
    controller, which determines when to transmit each flow and which path to use.
    Two scheduling models are presented in this paper. In the first, the controller
    also determines the rate of each flow, while in the second bandwidth is assigned
    by the network according to the TCP rules. We develop scheduling algorithms for
    both models and compare their complexity and performance.
author:
- first_name: R.
  full_name: Cohen, R.
  last_name: Cohen
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
citation:
  ama: Cohen R, Polevoy G. Inter-Datacenter Scheduling of Large Data Flows. <i>Cloud
    Computing, IEEE Transactions on</i>. 2015;PP(99):1-1. doi:<a href="https://doi.org/10.1109/TCC.2015.2487964">10.1109/TCC.2015.2487964</a>
  apa: Cohen, R., &#38; Polevoy, G. (2015). Inter-Datacenter Scheduling of Large Data
    Flows. <i>Cloud Computing, IEEE Transactions On</i>, <i>PP</i>(99), 1–1. <a href="https://doi.org/10.1109/TCC.2015.2487964">https://doi.org/10.1109/TCC.2015.2487964</a>
  bibtex: '@article{Cohen_Polevoy_2015, title={Inter-Datacenter Scheduling of Large
    Data Flows}, volume={PP}, DOI={<a href="https://doi.org/10.1109/TCC.2015.2487964">10.1109/TCC.2015.2487964</a>},
    number={99}, journal={Cloud Computing, IEEE Transactions on}, author={Cohen, R.
    and Polevoy, Gleb}, year={2015}, pages={1–1} }'
  chicago: 'Cohen, R., and Gleb Polevoy. “Inter-Datacenter Scheduling of Large Data
    Flows.” <i>Cloud Computing, IEEE Transactions On</i> PP, no. 99 (2015): 1–1. <a
    href="https://doi.org/10.1109/TCC.2015.2487964">https://doi.org/10.1109/TCC.2015.2487964</a>.'
  ieee: R. Cohen and G. Polevoy, “Inter-Datacenter Scheduling of Large Data Flows,”
    <i>Cloud Computing, IEEE Transactions on</i>, vol. PP, no. 99, pp. 1–1, 2015.
  mla: Cohen, R., and Gleb Polevoy. “Inter-Datacenter Scheduling of Large Data Flows.”
    <i>Cloud Computing, IEEE Transactions On</i>, vol. PP, no. 99, 2015, pp. 1–1,
    doi:<a href="https://doi.org/10.1109/TCC.2015.2487964">10.1109/TCC.2015.2487964</a>.
  short: R. Cohen, G. Polevoy, Cloud Computing, IEEE Transactions On PP (2015) 1–1.
date_created: 2020-08-06T15:20:58Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
doi: 10.1109/TCC.2015.2487964
extern: '1'
issue: '99'
keyword:
- Approximation algorithms
- Approximation methods
- Bandwidth
- Cloud computing
- Routing
- Schedules
- Scheduling
language:
- iso: eng
page: 1-1
publication: Cloud Computing, IEEE Transactions on
publication_identifier:
  issn:
  - 2168-7161
status: public
title: Inter-Datacenter Scheduling of Large Data Flows
type: journal_article
user_id: '83983'
volume: PP
year: '2015'
...
---
_id: '17658'
abstract:
- lang: eng
  text: 'Abstract We study the problem of bandwidth allocation with multiple interferences.
    In this problem the input consists of a set of users and a set of base stations.
    Each user has a list of requests, each consisting of a base station, a frequency
    demand, and a profit that may be gained by scheduling this request. The goal is
    to find a maximum profit set of user requests S that satisfies the following conditions:
    (i) S contains at most one request per user, (ii) the frequency sets allotted
    to requests in S that correspond to the same base station are pairwise non-intersecting,
    and (iii) the QoS received by any user at any frequency is reasonable according
    to an interference model. In this paper we consider two variants of bandwidth
    allocation with multiple interferences. In the first each request specifies a
    demand that can be satisfied by any subset of frequencies that is large enough.
    In the second each request specifies a specific frequency interval. Furthermore,
    we consider two interference models, multiplicative and additive. We show that
    these problems are extremely hard to approximate if the interferences depend on
    both the interfered and the interfering base stations. On the other hand, we provide
    constant factor approximation algorithms for both variants of bandwidth allocation
    with multiple interferences for the case where the interferences depend only on
    the interfering base stations. We also consider a restrictive special case that
    is closely related to the Knapsack problem. We show that this special case is
    NP-hard and that it admits an FPTAS. '
author:
- first_name: Reuven
  full_name: Bar-Yehuda, Reuven
  last_name: Bar-Yehuda
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Dror
  full_name: Rawitz, Dror
  last_name: Rawitz
citation:
  ama: Bar-Yehuda R, Polevoy G, Rawitz D. Bandwidth allocation in cellular networks
    with multiple interferences. <i>Discrete Applied Mathematics </i>. 2015;194:23-36.
    doi:<a href="http://dx.doi.org/10.1016/j.dam.2015.05.013">http://dx.doi.org/10.1016/j.dam.2015.05.013</a>
  apa: Bar-Yehuda, R., Polevoy, G., &#38; Rawitz, D. (2015). Bandwidth allocation
    in cellular networks with multiple interferences. <i>Discrete Applied Mathematics
    </i>, <i>194</i>, 23–36. <a href="http://dx.doi.org/10.1016/j.dam.2015.05.013">http://dx.doi.org/10.1016/j.dam.2015.05.013</a>
  bibtex: '@article{Bar-Yehuda_Polevoy_Rawitz_2015, title={Bandwidth allocation in
    cellular networks with multiple interferences}, volume={194}, DOI={<a href="http://dx.doi.org/10.1016/j.dam.2015.05.013">http://dx.doi.org/10.1016/j.dam.2015.05.013</a>},
    journal={Discrete Applied Mathematics }, publisher={Elsevier}, author={Bar-Yehuda,
    Reuven and Polevoy, Gleb and Rawitz, Dror}, year={2015}, pages={23–36} }'
  chicago: 'Bar-Yehuda, Reuven, Gleb Polevoy, and Dror Rawitz. “Bandwidth Allocation
    in Cellular Networks with Multiple Interferences.” <i>Discrete Applied Mathematics
    </i> 194 (2015): 23–36. <a href="http://dx.doi.org/10.1016/j.dam.2015.05.013">http://dx.doi.org/10.1016/j.dam.2015.05.013</a>.'
  ieee: R. Bar-Yehuda, G. Polevoy, and D. Rawitz, “Bandwidth allocation in cellular
    networks with multiple interferences,” <i>Discrete Applied Mathematics </i>, vol.
    194, pp. 23–36, 2015.
  mla: Bar-Yehuda, Reuven, et al. “Bandwidth Allocation in Cellular Networks with
    Multiple Interferences.” <i>Discrete Applied Mathematics </i>, vol. 194, Elsevier,
    2015, pp. 23–36, doi:<a href="http://dx.doi.org/10.1016/j.dam.2015.05.013">http://dx.doi.org/10.1016/j.dam.2015.05.013</a>.
  short: R. Bar-Yehuda, G. Polevoy, D. Rawitz, Discrete Applied Mathematics  194 (2015)
    23–36.
date_created: 2020-08-06T15:21:15Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
doi: http://dx.doi.org/10.1016/j.dam.2015.05.013
extern: '1'
intvolume: '       194'
keyword:
- Local ratio
language:
- iso: eng
page: 23 - 36
publication: 'Discrete Applied Mathematics '
publication_identifier:
  issn:
  - 0166-218X
publisher: Elsevier
status: public
title: Bandwidth allocation in cellular networks with multiple interferences
type: journal_article
user_id: '83983'
volume: 194
year: '2015'
...
---
_id: '370'
abstract:
- lang: eng
  text: 'Max-min fairness (MMF) is a widely known approach to a fair allocation of
    bandwidth to each of the users in a network. This allocation can be computed by
    uniformly raising the bandwidths of all users without violating capacity constraints.
    We consider an extension of these allocations by raising the bandwidth with arbitrary
    and not necessarily uniform time-depending velocities (allocation rates). These
    allocations are used in a game-theoretic context for routing choices, which we
    formalize in progressive filling games (PFGs).We present a variety of results
    for equilibria in PFGs. We show that these games possess pure Nash and strong
    equilibria. While computation in general is NP-hard, there are polynomial-time
    algorithms for prominent classes of Max-Min-Fair Games (MMFG), including the case
    when all users have the same source-destination pair. We characterize prices of
    anarchy and stability for pure Nash and strong equilibria in PFGs and MMFGs when
    players have different or the same source-destination pairs. In addition, we show
    that when a designer can adjust allocation rates, it is possible to design games
    with optimal strong equilibria. Some initial results on polynomial-time algorithms
    in this direction are also derived. '
author:
- first_name: Tobias
  full_name: Harks, Tobias
  last_name: Harks
- first_name: Martin
  full_name: Höfer, Martin
  last_name: Höfer
- first_name: Kevin
  full_name: Schewior, Kevin
  last_name: Schewior
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
citation:
  ama: 'Harks T, Höfer M, Schewior K, Skopalik A. Routing Games with Progressive Filling.
    In: <i>Proceedings of the 33rd Annual IEEE International Conference on Computer
    Communications (INFOCOM’14)</i>. ; 2014:352-360. doi:<a href="https://doi.org/10.1109/TNET.2015.2468571">10.1109/TNET.2015.2468571</a>'
  apa: Harks, T., Höfer, M., Schewior, K., &#38; Skopalik, A. (2014). Routing Games
    with Progressive Filling. In <i>Proceedings of the 33rd Annual IEEE International
    Conference on Computer Communications (INFOCOM’14)</i> (pp. 352–360). <a href="https://doi.org/10.1109/TNET.2015.2468571">https://doi.org/10.1109/TNET.2015.2468571</a>
  bibtex: '@inproceedings{Harks_Höfer_Schewior_Skopalik_2014, title={Routing Games
    with Progressive Filling}, DOI={<a href="https://doi.org/10.1109/TNET.2015.2468571">10.1109/TNET.2015.2468571</a>},
    booktitle={Proceedings of the 33rd Annual IEEE International Conference on Computer
    Communications (INFOCOM’14)}, author={Harks, Tobias and Höfer, Martin and Schewior,
    Kevin and Skopalik, Alexander}, year={2014}, pages={352–360} }'
  chicago: Harks, Tobias, Martin Höfer, Kevin Schewior, and Alexander Skopalik. “Routing
    Games with Progressive Filling.” In <i>Proceedings of the 33rd Annual IEEE International
    Conference on Computer Communications (INFOCOM’14)</i>, 352–60, 2014. <a href="https://doi.org/10.1109/TNET.2015.2468571">https://doi.org/10.1109/TNET.2015.2468571</a>.
  ieee: T. Harks, M. Höfer, K. Schewior, and A. Skopalik, “Routing Games with Progressive
    Filling,” in <i>Proceedings of the 33rd Annual IEEE International Conference on
    Computer Communications (INFOCOM’14)</i>, 2014, pp. 352–360.
  mla: Harks, Tobias, et al. “Routing Games with Progressive Filling.” <i>Proceedings
    of the 33rd Annual IEEE International Conference on Computer Communications (INFOCOM’14)</i>,
    2014, pp. 352–60, doi:<a href="https://doi.org/10.1109/TNET.2015.2468571">10.1109/TNET.2015.2468571</a>.
  short: 'T. Harks, M. Höfer, K. Schewior, A. Skopalik, in: Proceedings of the 33rd
    Annual IEEE International Conference on Computer Communications (INFOCOM’14),
    2014, pp. 352–360.'
date_created: 2017-10-17T12:42:04Z
date_updated: 2022-01-06T06:59:30Z
ddc:
- '040'
department:
- _id: '63'
- _id: '541'
doi: 10.1109/TNET.2015.2468571
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-20T07:17:04Z
  date_updated: 2018-03-20T07:17:04Z
  file_id: '1402'
  file_name: 370-HHSS14.pdf
  file_size: 179583
  relation: main_file
  success: 1
file_date_updated: 2018-03-20T07:17:04Z
has_accepted_license: '1'
language:
- iso: eng
page: 352-360
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publication: Proceedings of the 33rd Annual IEEE International Conference on Computer
  Communications (INFOCOM'14)
status: public
title: Routing Games with Progressive Filling
type: conference
user_id: '477'
year: '2014'
...
---
_id: '373'
author:
- first_name: David
  full_name: Pahl, David
  last_name: Pahl
citation:
  ama: Pahl D. <i>Reputationssysteme für zusammengesetzte Dienstleistungen</i>. Universität
    Paderborn; 2014.
  apa: Pahl, D. (2014). <i>Reputationssysteme für zusammengesetzte Dienstleistungen</i>.
    Universität Paderborn.
  bibtex: '@book{Pahl_2014, title={Reputationssysteme für zusammengesetzte Dienstleistungen},
    publisher={Universität Paderborn}, author={Pahl, David}, year={2014} }'
  chicago: Pahl, David. <i>Reputationssysteme für zusammengesetzte Dienstleistungen</i>.
    Universität Paderborn, 2014.
  ieee: D. Pahl, <i>Reputationssysteme für zusammengesetzte Dienstleistungen</i>.
    Universität Paderborn, 2014.
  mla: Pahl, David. <i>Reputationssysteme für zusammengesetzte Dienstleistungen</i>.
    Universität Paderborn, 2014.
  short: D. Pahl, Reputationssysteme für zusammengesetzte Dienstleistungen, Universität
    Paderborn, 2014.
date_created: 2017-10-17T12:42:04Z
date_updated: 2022-01-06T06:59:31Z
department:
- _id: '63'
- _id: '541'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Reputationssysteme für zusammengesetzte Dienstleistungen
type: bachelorsthesis
user_id: '14052'
year: '2014'
...
---
_id: '17659'
author:
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Stojan
  full_name: Trajanovski, Stojan
  last_name: Trajanovski
- first_name: Mathijs M.
  full_name: de Weerdt, Mathijs M.
  last_name: de Weerdt
citation:
  ama: 'Polevoy G, Trajanovski S, de Weerdt MM. Nash Equilibria in Shared Effort Games.
    In: <i>Proceedings of the 2014 International Conference on Autonomous Agents and
    Multi-Agent Systems</i>. AAMAS ’14. Richland, SC: International Foundation for
    Autonomous Agents and Multiagent Systems; 2014:861-868.'
  apa: 'Polevoy, G., Trajanovski, S., &#38; de Weerdt, M. M. (2014). Nash Equilibria
    in Shared Effort Games. In <i>Proceedings of the 2014 International Conference
    on Autonomous Agents and Multi-agent Systems</i> (pp. 861–868). Richland, SC:
    International Foundation for Autonomous Agents and Multiagent Systems.'
  bibtex: '@inproceedings{Polevoy_Trajanovski_de Weerdt_2014, place={Richland, SC},
    series={AAMAS ’14}, title={Nash Equilibria in Shared Effort Games}, booktitle={Proceedings
    of the 2014 International Conference on Autonomous Agents and Multi-agent Systems},
    publisher={International Foundation for Autonomous Agents and Multiagent Systems},
    author={Polevoy, Gleb and Trajanovski, Stojan and de Weerdt, Mathijs M.}, year={2014},
    pages={861–868}, collection={AAMAS ’14} }'
  chicago: 'Polevoy, Gleb, Stojan Trajanovski, and Mathijs M. de Weerdt. “Nash Equilibria
    in Shared Effort Games.” In <i>Proceedings of the 2014 International Conference
    on Autonomous Agents and Multi-Agent Systems</i>, 861–68. AAMAS ’14. Richland,
    SC: International Foundation for Autonomous Agents and Multiagent Systems, 2014.'
  ieee: G. Polevoy, S. Trajanovski, and M. M. de Weerdt, “Nash Equilibria in Shared
    Effort Games,” in <i>Proceedings of the 2014 International Conference on Autonomous
    Agents and Multi-agent Systems</i>, 2014, pp. 861–868.
  mla: Polevoy, Gleb, et al. “Nash Equilibria in Shared Effort Games.” <i>Proceedings
    of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems</i>,
    International Foundation for Autonomous Agents and Multiagent Systems, 2014, pp.
    861–68.
  short: 'G. Polevoy, S. Trajanovski, M.M. de Weerdt, in: Proceedings of the 2014
    International Conference on Autonomous Agents and Multi-Agent Systems, International
    Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2014, pp.
    861–868.'
date_created: 2020-08-06T15:21:26Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
extern: '1'
keyword:
- competition
- equilibrium
- market
- models
- shared effort games
- simulation
language:
- iso: eng
page: 861-868
place: Richland, SC
publication: Proceedings of the 2014 International Conference on Autonomous Agents
  and Multi-agent Systems
publication_identifier:
  isbn:
  - 978-1-4503-2738-1
publisher: International Foundation for Autonomous Agents and Multiagent Systems
series_title: AAMAS '14
status: public
title: Nash Equilibria in Shared Effort Games
type: conference
user_id: '83983'
year: '2014'
...
---
_id: '17660'
author:
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Mathijs M.
  full_name: de Weerdt, Mathijs M.
  last_name: de Weerdt
citation:
  ama: 'Polevoy G, de Weerdt MM. Improving Human Interaction in Crowdsensing. In:
    <i>Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent
    Systems</i>. AAMAS ’14. Richland, SC: International Foundation for Autonomous
    Agents and Multiagent Systems; 2014:1741-1742.'
  apa: 'Polevoy, G., &#38; de Weerdt, M. M. (2014). Improving Human Interaction in
    Crowdsensing. In <i>Proceedings of the 2014 International Conference on Autonomous
    Agents and Multi-agent Systems</i> (pp. 1741–1742). Richland, SC: International
    Foundation for Autonomous Agents and Multiagent Systems.'
  bibtex: '@inproceedings{Polevoy_de Weerdt_2014, place={Richland, SC}, series={AAMAS
    ’14}, title={Improving Human Interaction in Crowdsensing}, booktitle={Proceedings
    of the 2014 International Conference on Autonomous Agents and Multi-agent Systems},
    publisher={International Foundation for Autonomous Agents and Multiagent Systems},
    author={Polevoy, Gleb and de Weerdt, Mathijs M.}, year={2014}, pages={1741–1742},
    collection={AAMAS ’14} }'
  chicago: 'Polevoy, Gleb, and Mathijs M. de Weerdt. “Improving Human Interaction
    in Crowdsensing.” In <i>Proceedings of the 2014 International Conference on Autonomous
    Agents and Multi-Agent Systems</i>, 1741–42. AAMAS ’14. Richland, SC: International
    Foundation for Autonomous Agents and Multiagent Systems, 2014.'
  ieee: G. Polevoy and M. M. de Weerdt, “Improving Human Interaction in Crowdsensing,”
    in <i>Proceedings of the 2014 International Conference on Autonomous Agents and
    Multi-agent Systems</i>, 2014, pp. 1741–1742.
  mla: Polevoy, Gleb, and Mathijs M. de Weerdt. “Improving Human Interaction in Crowdsensing.”
    <i>Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent
    Systems</i>, International Foundation for Autonomous Agents and Multiagent Systems,
    2014, pp. 1741–42.
  short: 'G. Polevoy, M.M. de Weerdt, in: Proceedings of the 2014 International Conference
    on Autonomous Agents and Multi-Agent Systems, International Foundation for Autonomous
    Agents and Multiagent Systems, Richland, SC, 2014, pp. 1741–1742.'
date_created: 2020-08-06T15:21:35Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
extern: '1'
keyword:
- dynamics
- emotion modeling
- negotiation
- network interaction
- shared effort game
language:
- iso: eng
page: 1741-1742
place: Richland, SC
publication: Proceedings of the 2014 International Conference on Autonomous Agents
  and Multi-agent Systems
publication_identifier:
  isbn:
  - 978-1-4503-2738-1
publisher: International Foundation for Autonomous Agents and Multiagent Systems
series_title: AAMAS '14
status: public
title: Improving Human Interaction in Crowdsensing
type: conference
user_id: '83983'
year: '2014'
...
---
_id: '17661'
author:
- first_name: Thomas C.
  full_name: King, Thomas C.
  last_name: King
- first_name: Qingzhi
  full_name: Liu, Qingzhi
  last_name: Liu
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Mathijs
  full_name: de Weerdt, Mathijs
  last_name: de Weerdt
- first_name: Virginia
  full_name: Dignum, Virginia
  last_name: Dignum
- first_name: M. Birna
  full_name: van Riemsdijk, M. Birna
  last_name: van Riemsdijk
- first_name: Martijn
  full_name: Warnier, Martijn
  last_name: Warnier
citation:
  ama: 'King TC, Liu Q, Polevoy G, et al. Request Driven Social Sensing. In: <i>Proceedings
    of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems</i>.
    AAMAS ’14. Richland, SC: International Foundation for Autonomous Agents and Multiagent
    Systems; 2014:1651-1652.'
  apa: 'King, T. C., Liu, Q., Polevoy, G., de Weerdt, M., Dignum, V., van Riemsdijk,
    M. B., &#38; Warnier, M. (2014). Request Driven Social Sensing. In <i>Proceedings
    of the 2014 International Conference on Autonomous Agents and Multi-agent Systems</i>
    (pp. 1651–1652). Richland, SC: International Foundation for Autonomous Agents
    and Multiagent Systems.'
  bibtex: '@inproceedings{King_Liu_Polevoy_de Weerdt_Dignum_van Riemsdijk_Warnier_2014,
    place={Richland, SC}, series={AAMAS ’14}, title={Request Driven Social Sensing},
    booktitle={Proceedings of the 2014 International Conference on Autonomous Agents
    and Multi-agent Systems}, publisher={International Foundation for Autonomous Agents
    and Multiagent Systems}, author={King, Thomas C. and Liu, Qingzhi and Polevoy,
    Gleb and de Weerdt, Mathijs and Dignum, Virginia and van Riemsdijk, M. Birna and
    Warnier, Martijn}, year={2014}, pages={1651–1652}, collection={AAMAS ’14} }'
  chicago: 'King, Thomas C., Qingzhi Liu, Gleb Polevoy, Mathijs de Weerdt, Virginia
    Dignum, M. Birna van Riemsdijk, and Martijn Warnier. “Request Driven Social Sensing.”
    In <i>Proceedings of the 2014 International Conference on Autonomous Agents and
    Multi-Agent Systems</i>, 1651–52. AAMAS ’14. Richland, SC: International Foundation
    for Autonomous Agents and Multiagent Systems, 2014.'
  ieee: T. C. King <i>et al.</i>, “Request Driven Social Sensing,” in <i>Proceedings
    of the 2014 International Conference on Autonomous Agents and Multi-agent Systems</i>,
    2014, pp. 1651–1652.
  mla: King, Thomas C., et al. “Request Driven Social Sensing.” <i>Proceedings of
    the 2014 International Conference on Autonomous Agents and Multi-Agent Systems</i>,
    International Foundation for Autonomous Agents and Multiagent Systems, 2014, pp.
    1651–52.
  short: 'T.C. King, Q. Liu, G. Polevoy, M. de Weerdt, V. Dignum, M.B. van Riemsdijk,
    M. Warnier, in: Proceedings of the 2014 International Conference on Autonomous
    Agents and Multi-Agent Systems, International Foundation for Autonomous Agents
    and Multiagent Systems, Richland, SC, 2014, pp. 1651–1652.'
date_created: 2020-08-06T15:21:45Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
extern: '1'
keyword:
- crowd-sensing
- crowdsourcing
- data aggregation
- game theory
- norms
- reciprocation
- self interested agents
- simulation
language:
- iso: eng
page: 1651-1652
place: Richland, SC
publication: Proceedings of the 2014 International Conference on Autonomous Agents
  and Multi-agent Systems
publication_identifier:
  isbn:
  - 978-1-4503-2738-1
publisher: International Foundation for Autonomous Agents and Multiagent Systems
series_title: AAMAS '14
status: public
title: Request Driven Social Sensing
type: conference
user_id: '83983'
year: '2014'
...
---
_id: '17662'
author:
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Rann
  full_name: Smorodinsky, Rann
  last_name: Smorodinsky
- first_name: Moshe
  full_name: Tennenholtz, Moshe
  last_name: Tennenholtz
citation:
  ama: Polevoy G, Smorodinsky R, Tennenholtz M. Signaling Competition and Social Welfare.
    <i>ACM Trans Econ Comput</i>. 2014;2(1):1:1-1:16. doi:<a href="https://doi.org/10.1145/2560766">10.1145/2560766</a>
  apa: Polevoy, G., Smorodinsky, R., &#38; Tennenholtz, M. (2014). Signaling Competition
    and Social Welfare. <i>ACM Trans. Econ. Comput.</i>, <i>2</i>(1), 1:1-1:16. <a
    href="https://doi.org/10.1145/2560766">https://doi.org/10.1145/2560766</a>
  bibtex: '@article{Polevoy_Smorodinsky_Tennenholtz_2014, title={Signaling Competition
    and Social Welfare}, volume={2}, DOI={<a href="https://doi.org/10.1145/2560766">10.1145/2560766</a>},
    number={1}, journal={ACM Trans. Econ. Comput.}, publisher={ACM}, author={Polevoy,
    Gleb and Smorodinsky, Rann and Tennenholtz, Moshe}, year={2014}, pages={1:1-1:16}
    }'
  chicago: 'Polevoy, Gleb, Rann Smorodinsky, and Moshe Tennenholtz. “Signaling Competition
    and Social Welfare.” <i>ACM Trans. Econ. Comput.</i> 2, no. 1 (2014): 1:1-1:16.
    <a href="https://doi.org/10.1145/2560766">https://doi.org/10.1145/2560766</a>.'
  ieee: G. Polevoy, R. Smorodinsky, and M. Tennenholtz, “Signaling Competition and
    Social Welfare,” <i>ACM Trans. Econ. Comput.</i>, vol. 2, no. 1, pp. 1:1-1:16,
    2014.
  mla: Polevoy, Gleb, et al. “Signaling Competition and Social Welfare.” <i>ACM Trans.
    Econ. Comput.</i>, vol. 2, no. 1, ACM, 2014, pp. 1:1-1:16, doi:<a href="https://doi.org/10.1145/2560766">10.1145/2560766</a>.
  short: G. Polevoy, R. Smorodinsky, M. Tennenholtz, ACM Trans. Econ. Comput. 2 (2014)
    1:1-1:16.
date_created: 2020-08-06T15:21:55Z
date_updated: 2022-01-06T06:53:16Z
department:
- _id: '63'
- _id: '541'
doi: 10.1145/2560766
extern: '1'
intvolume: '         2'
issue: '1'
keyword:
- Competition
- efficiency
- equilibrium
- market
- social welfare
language:
- iso: eng
page: 1:1-1:16
publication: ACM Trans. Econ. Comput.
publication_identifier:
  issn:
  - 2167-8375
publisher: ACM
status: public
title: Signaling Competition and Social Welfare
type: journal_article
user_id: '83983'
volume: 2
year: '2014'
...
