Revenue sharing in network utility maximization problems

Amigo, Isabel - Belzarena, Pablo - Vaton, Sandrine

Resumen:

Alliances arise in a wide variety of domains, when a group of countries, political parties, people or other entities agree to work together because of shared interests or aims. They make sense, if the output obtained is somehow better than the outcome of acting individually. Revenue or cost sharing is key when determining if individuals are better off by contributing to an alliance or not. In our alliance each member owns a unique resource –or set of resources–, which is given to the alliance. The alliance sells services, which are supported thanks to one or a set of these resources. We focus on alliances that sell services in such a way that the total revenue of the alliance is maximized. We show that this kind of problems can be modeled through a Network Utility Maximization problem. We subsequently explore the problem of revenue sharing among the members of the alliance. Such a problem is a complex one since the interests of all participants must be ensured and correct incentives must be provided. We formally formulate the members’ interests through a set of properties the revenue sharing method should verify. We then discuss the existing methods for revenue sharing and conclude that none of them verifies the needed properties for the case of a revenue maximizing alliance. We finally propose a revenue sharing method based on projecting the contributions of each member of the alliance into an economic stable set. Through an exhaustive simulative study we conclude that our method provides, in addition to economic stability, fairness among members and the right incentives to them. Through our analysis Network Service Provider alliances, which sell quality-assured data transport services, are considered as an application example.


Detalles Bibliográficos
2016
Revenue sharing
Network utility maximization
Alliances
Cooperative game theory
Stability
Efficiency
Fairness
Monotonicity
Telecomunicaciones
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/42701
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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author Amigo, Isabel
author2 Belzarena, Pablo
Vaton, Sandrine
author2_role author
author
author_facet Amigo, Isabel
Belzarena, Pablo
Vaton, Sandrine
author_role author
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dc.creator.none.fl_str_mv Amigo, Isabel
Belzarena, Pablo
Vaton, Sandrine
dc.date.accessioned.none.fl_str_mv 2024-02-26T19:52:42Z
dc.date.available.none.fl_str_mv 2024-02-26T19:52:42Z
dc.date.issued.es.fl_str_mv 2016
dc.date.submitted.es.fl_str_mv 20240223
dc.description.abstract.none.fl_txt_mv Alliances arise in a wide variety of domains, when a group of countries, political parties, people or other entities agree to work together because of shared interests or aims. They make sense, if the output obtained is somehow better than the outcome of acting individually. Revenue or cost sharing is key when determining if individuals are better off by contributing to an alliance or not. In our alliance each member owns a unique resource –or set of resources–, which is given to the alliance. The alliance sells services, which are supported thanks to one or a set of these resources. We focus on alliances that sell services in such a way that the total revenue of the alliance is maximized. We show that this kind of problems can be modeled through a Network Utility Maximization problem. We subsequently explore the problem of revenue sharing among the members of the alliance. Such a problem is a complex one since the interests of all participants must be ensured and correct incentives must be provided. We formally formulate the members’ interests through a set of properties the revenue sharing method should verify. We then discuss the existing methods for revenue sharing and conclude that none of them verifies the needed properties for the case of a revenue maximizing alliance. We finally propose a revenue sharing method based on projecting the contributions of each member of the alliance into an economic stable set. Through an exhaustive simulative study we conclude that our method provides, in addition to economic stability, fairness among members and the right incentives to them. Through our analysis Network Service Provider alliances, which sell quality-assured data transport services, are considered as an application example.
dc.description.es.fl_txt_mv Publicado en Netnomics v. 17, 2016
dc.identifier.citation.es.fl_str_mv Amigo, I, Belzarena, P, Vaton, S. “Revenue sharing in network utility maximization problems”. [Preprint] Publicado en: Netnomics v. 17, 2016. https://doi.org/10.1007/s11066-016-9112-4
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/42701
dc.language.iso.none.fl_str_mv en
eng
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Revenue sharing
Network utility maximization
Alliances
Cooperative game theory
Stability
Efficiency
Fairness
Monotonicity
dc.subject.other.es.fl_str_mv Telecomunicaciones
dc.title.none.fl_str_mv Revenue sharing in network utility maximization problems
dc.type.es.fl_str_mv Preprint
dc.type.none.fl_str_mv info:eu-repo/semantics/preprint
dc.type.version.none.fl_str_mv info:eu-repo/semantics/submittedVersion
description Publicado en Netnomics v. 17, 2016
eu_rights_str_mv openAccess
format preprint
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identifier_str_mv Amigo, I, Belzarena, P, Vaton, S. “Revenue sharing in network utility maximization problems”. [Preprint] Publicado en: Netnomics v. 17, 2016. https://doi.org/10.1007/s11066-016-9112-4
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str COLIBRI
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publishDate 2016
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
spelling 2024-02-26T19:52:42Z2024-02-26T19:52:42Z201620240223Amigo, I, Belzarena, P, Vaton, S. “Revenue sharing in network utility maximization problems”. [Preprint] Publicado en: Netnomics v. 17, 2016. https://doi.org/10.1007/s11066-016-9112-4https://hdl.handle.net/20.500.12008/42701Publicado en Netnomics v. 17, 2016Alliances arise in a wide variety of domains, when a group of countries, political parties, people or other entities agree to work together because of shared interests or aims. They make sense, if the output obtained is somehow better than the outcome of acting individually. Revenue or cost sharing is key when determining if individuals are better off by contributing to an alliance or not. In our alliance each member owns a unique resource –or set of resources–, which is given to the alliance. The alliance sells services, which are supported thanks to one or a set of these resources. We focus on alliances that sell services in such a way that the total revenue of the alliance is maximized. We show that this kind of problems can be modeled through a Network Utility Maximization problem. We subsequently explore the problem of revenue sharing among the members of the alliance. Such a problem is a complex one since the interests of all participants must be ensured and correct incentives must be provided. We formally formulate the members’ interests through a set of properties the revenue sharing method should verify. We then discuss the existing methods for revenue sharing and conclude that none of them verifies the needed properties for the case of a revenue maximizing alliance. We finally propose a revenue sharing method based on projecting the contributions of each member of the alliance into an economic stable set. Through an exhaustive simulative study we conclude that our method provides, in addition to economic stability, fairness among members and the right incentives to them. Through our analysis Network Service Provider alliances, which sell quality-assured data transport services, are considered as an application example.Made available in DSpace on 2024-02-26T19:52:42Z (GMT). No. of bitstreams: 5 ABV16.pdf: 375935 bytes, checksum: e3f76ef9a9dd3468754746ba73cba986 (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4244 bytes, checksum: 528b6a3c8c7d0c6e28129d576e989607 (MD5) Previous issue date: 2016enengLas obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad De La República. (Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Revenue sharingNetwork utility maximizationAlliancesCooperative game theoryStabilityEfficiencyFairnessMonotonicityTelecomunicacionesRevenue sharing in network utility maximization problemsPreprintinfo:eu-repo/semantics/preprintinfo:eu-repo/semantics/submittedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaAmigo, IsabelBelzarena, PabloVaton, SandrineTelecomunicacionesAnálisis de Redes, Tráfico y Estadísticas de 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- Universidad de la Repúblicafalse
spellingShingle Revenue sharing in network utility maximization problems
Amigo, Isabel
Revenue sharing
Network utility maximization
Alliances
Cooperative game theory
Stability
Efficiency
Fairness
Monotonicity
Telecomunicaciones
status_str submittedVersion
title Revenue sharing in network utility maximization problems
title_full Revenue sharing in network utility maximization problems
title_fullStr Revenue sharing in network utility maximization problems
title_full_unstemmed Revenue sharing in network utility maximization problems
title_short Revenue sharing in network utility maximization problems
title_sort Revenue sharing in network utility maximization problems
topic Revenue sharing
Network utility maximization
Alliances
Cooperative game theory
Stability
Efficiency
Fairness
Monotonicity
Telecomunicaciones
url https://hdl.handle.net/20.500.12008/42701