Network bandwidth allocation via distributed auctions with time reservations
Resumen:
This paper studies the problem of allocating network capacity through periodic auctions. Motivated primarily by a service overlay architecture, we impose the following conditions: fully distributed solutions over an arbitrary network topology, and the requirement that resources allocated in a given auction are reserved for the entire duration of the connection, not subject to future contention. Under these conditions, we study the problem of selling capacity to optimize revenue for the operator.
nbsp, We first study optimal revenue for a single distributed auction in a general network, writing it as an integer program and studying its convex relaxation. Next, the periodic auctions case is considered for a single link, modeling the optimal revenue problem as a Markov Decision Process (MDP), we develop a sequence of receding horizon approximations to its solution. Combining the two approaches we formulate a receding horizon optimization of revenue over a general network topology, leading to a convex program that yields a distributed implementation.
nbsp, The proposal is demonstrated through simulations.
2009 | |
Telecomunicaciones | |
Inglés | |
Universidad de la República | |
COLIBRI | |
https://hdl.handle.net/20.500.12008/38640 | |
Acceso abierto | |
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
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---|---|
author | Belzarena, Pablo |
author2 | Ferragut, Andres Paganini, Fernando |
author2_role | author author |
author_facet | Belzarena, Pablo Ferragut, Andres Paganini, Fernando |
author_role | author |
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collection | COLIBRI |
dc.creator.none.fl_str_mv | Belzarena, Pablo Ferragut, Andres Paganini, Fernando |
dc.date.accessioned.none.fl_str_mv | 2023-08-01T20:33:08Z |
dc.date.available.none.fl_str_mv | 2023-08-01T20:33:08Z |
dc.date.issued.es.fl_str_mv | 2009 |
dc.date.submitted.es.fl_str_mv | 20230801 |
dc.description.abstract.none.fl_txt_mv | This paper studies the problem of allocating network capacity through periodic auctions. Motivated primarily by a service overlay architecture, we impose the following conditions: fully distributed solutions over an arbitrary network topology, and the requirement that resources allocated in a given auction are reserved for the entire duration of the connection, not subject to future contention. Under these conditions, we study the problem of selling capacity to optimize revenue for the operator. nbsp, We first study optimal revenue for a single distributed auction in a general network, writing it as an integer program and studying its convex relaxation. Next, the periodic auctions case is considered for a single link, modeling the optimal revenue problem as a Markov Decision Process (MDP), we develop a sequence of receding horizon approximations to its solution. Combining the two approaches we formulate a receding horizon optimization of revenue over a general network topology, leading to a convex program that yields a distributed implementation. nbsp, The proposal is demonstrated through simulations. |
dc.description.es.fl_txt_mv | Technical Report 5 |
dc.identifier.citation.es.fl_str_mv | Belzarena, P, Ferragut, A, Paganini, F. “Network bandwidth allocation via distributed auctions with time reservations” Technical report no. 5 Monte video : Udelar. FI, 2009. |
dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/38640 |
dc.language.iso.none.fl_str_mv | en eng |
dc.publisher.es.fl_str_mv | Udelar.FI |
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.other.es.fl_str_mv | Telecomunicaciones |
dc.title.none.fl_str_mv | Network bandwidth allocation via distributed auctions with time reservations |
dc.type.es.fl_str_mv | Reporte técnico |
dc.type.none.fl_str_mv | info:eu-repo/semantics/report |
dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
description | Technical Report 5 |
eu_rights_str_mv | openAccess |
format | report |
id | COLIBRI_34b21276d624379607376615b0b20563 |
identifier_str_mv | Belzarena, P, Ferragut, A, Paganini, F. “Network bandwidth allocation via distributed auctions with time reservations” Technical report no. 5 Monte video : Udelar. FI, 2009. |
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 |
network_name_str | COLIBRI |
oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/38640 |
publishDate | 2009 |
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 | 2023-08-01T20:33:08Z2023-08-01T20:33:08Z200920230801Belzarena, P, Ferragut, A, Paganini, F. “Network bandwidth allocation via distributed auctions with time reservations” Technical report no. 5 Monte video : Udelar. FI, 2009.https://hdl.handle.net/20.500.12008/38640Technical Report 5This paper studies the problem of allocating network capacity through periodic auctions. Motivated primarily by a service overlay architecture, we impose the following conditions: fully distributed solutions over an arbitrary network topology, and the requirement that resources allocated in a given auction are reserved for the entire duration of the connection, not subject to future contention. Under these conditions, we study the problem of selling capacity to optimize revenue for the operator.nbsp, We first study optimal revenue for a single distributed auction in a general network, writing it as an integer program and studying its convex relaxation. Next, the periodic auctions case is considered for a single link, modeling the optimal revenue problem as a Markov Decision Process (MDP), we develop a sequence of receding horizon approximations to its solution. Combining the two approaches we formulate a receding horizon optimization of revenue over a general network topology, leading to a convex program that yields a distributed implementation.nbsp, The proposal is demonstrated through simulations.Made available in DSpace on 2023-08-01T20:33:08Z (GMT). No. of bitstreams: 5 BFP09a.pdf: 694157 bytes, checksum: d04f159457014789bcee02d01e1f30e9 (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4194 bytes, checksum: 7f2e2c17ef6585de66da58d1bfa8b5e1 (MD5) Previous issue date: 2009enengUdelar.FILas 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)TelecomunicacionesNetwork bandwidth allocation via distributed auctions with time reservationsReporte técnicoinfo:eu-repo/semantics/reportinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaBelzarena, PabloFerragut, AndresPaganini, FernandoTelecomunicacionesAnálisis de Redes, Tráfico y Estadísticas de 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- Universidad de la Repúblicafalse |
spellingShingle | Network bandwidth allocation via distributed auctions with time reservations Belzarena, Pablo Telecomunicaciones |
status_str | publishedVersion |
title | Network bandwidth allocation via distributed auctions with time reservations |
title_full | Network bandwidth allocation via distributed auctions with time reservations |
title_fullStr | Network bandwidth allocation via distributed auctions with time reservations |
title_full_unstemmed | Network bandwidth allocation via distributed auctions with time reservations |
title_short | Network bandwidth allocation via distributed auctions with time reservations |
title_sort | Network bandwidth allocation via distributed auctions with time reservations |
topic | Telecomunicaciones |
url | https://hdl.handle.net/20.500.12008/38640 |