Network bandwidth allocation via distributed auctions with time reservations

Belzarena, Pablo - Ferragut, Andres - Paganini, Fernando

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.


Detalles Bibliográficos
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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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
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description Technical Report 5
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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
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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). 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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