Multi-Path Alpha-Fair Resource Allocation at Scale in Distributed Software Defined Networks

The performance of computer networks relies on how bandwidth is shared among different flows. Fair resource allocation is a challenging problem particularly when the flows evolve over time. To address this issue, bandwidth sharing techniques that quickly react to the traffic fluctuations are of inte...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:arXiv.org
Hlavní autori: Allybokus, Zaid, Avrachenkov, Konstantin, Leguay, Jérémie, Maggi, Lorenzo
Médium: Paper
Jazyk:English
Vydavateľské údaje: Ithaca Cornell University Library, arXiv.org 12.09.2018
Predmet:
Algorithms
Computer networks
Resource allocation
Software-defined networking
ISSN:2331-8422
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract The performance of computer networks relies on how bandwidth is shared among different flows. Fair resource allocation is a challenging problem particularly when the flows evolve over time. To address this issue, bandwidth sharing techniques that quickly react to the traffic fluctuations are of interest, especially in large scale settings with hundreds of nodes and thousands of flows. In this context, we propose a distributed algorithm based on the Alternating Direction Method of Multipliers (ADMM) that tackles the multi-path fair resource allocation problem in a distributed SDN control architecture. Our ADMM-based algorithm continuously generates a sequence of resource allocation solutions converging to the fair allocation while always remaining feasible, a property that standard primal-dual decomposition methods often lack. Thanks to the distribution of all computer intensive operations, we demonstrate that we can handle large instances at scale.
AbstractList The performance of computer networks relies on how bandwidth is shared among different flows. Fair resource allocation is a challenging problem particularly when the flows evolve over time. To address this issue, bandwidth sharing techniques that quickly react to the traffic fluctuations are of interest, especially in large scale settings with hundreds of nodes and thousands of flows. In this context, we propose a distributed algorithm based on the Alternating Direction Method of Multipliers (ADMM) that tackles the multi-path fair resource allocation problem in a distributed SDN control architecture. Our ADMM-based algorithm continuously generates a sequence of resource allocation solutions converging to the fair allocation while always remaining feasible, a property that standard primal-dual decomposition methods often lack. Thanks to the distribution of all computer intensive operations, we demonstrate that we can handle large instances at scale.
Author Leguay, Jérémie
Allybokus, Zaid
Avrachenkov, Konstantin
Maggi, Lorenzo
Author_xml – sequence: 1
  givenname: Zaid
  surname: Allybokus
  fullname: Allybokus, Zaid
– sequence: 2
  givenname: Konstantin
  surname: Avrachenkov
  fullname: Avrachenkov, Konstantin
– sequence: 3
  givenname: Jérémie
  surname: Leguay
  fullname: Leguay, Jérémie
– sequence: 4
  givenname: Lorenzo
  surname: Maggi
  fullname: Maggi, Lorenzo
BookMark eNotjs1OAyEYRYnRxFr7AO5IXFOBgQGWTWvVpP7EdueigelHSp0MFRjr4zuJrk5yFufeK3TexQ4QumF0KrSU9M6mn_A9ZZqaKWVU0jM04lXFiBacX6JJzgdKKa8Vl7IaoY_nvi2BvNmyx7P2uLdkaUPC75BjnxoYXBsbW0LssC143dgWcOjwIuSSgusL7PA6-nKyCfACfOgG8QLlFNNnvkYX3rYZJv8co83yfjN_JKvXh6f5bEWs5Jw4DUrX0hsqtGGWiYZ5Y7wCKr2ruRManGA7aWovjVYKgGldO6YaEKxyohqj27_sMcWvHnLZHobv3bC45dQYJbjmvPoFkOJVYQ
ContentType Paper
Copyright 2018. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2018. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID 8FE
8FG
ABJCF
ABUWG
AFKRA
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
HCIFZ
L6V
M7S
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
DOI 10.48550/arxiv.1809.01050
DatabaseName ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One Community College
ProQuest Central
SciTech Premium Collection
ProQuest Engineering Collection
Engineering Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
DatabaseTitle Publicly Available Content Database
Engineering Database
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest One Academic UKI Edition
ProQuest Central Korea
Materials Science & Engineering Collection
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
Engineering Collection
DatabaseTitleList Publicly Available Content Database
Database_xml – sequence: 1
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Physics
EISSN 2331-8422
Genre Working Paper/Pre-Print
GroupedDBID 8FE
8FG
ABJCF
ABUWG
AFKRA
ALMA_UNASSIGNED_HOLDINGS
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
FRJ
HCIFZ
L6V
M7S
M~E
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
ID FETCH-LOGICAL-a522-b8e7865f904891a14c1f99f7e05fb62b48eb41d596f59877ee1886b17ce413b43
IEDL.DBID M7S
IngestDate Mon Jun 30 09:29:56 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-a522-b8e7865f904891a14c1f99f7e05fb62b48eb41d596f59877ee1886b17ce413b43
Notes SourceType-Working Papers-1
ObjectType-Working Paper/Pre-Print-1
content type line 50
OpenAccessLink https://www.proquest.com/docview/2099742822?pq-origsite=%requestingapplication%
PQID 2099742822
PQPubID 2050157
ParticipantIDs proquest_journals_2099742822
PublicationCentury 2000
PublicationDate 20180912
PublicationDateYYYYMMDD 2018-09-12
PublicationDate_xml – month: 09
  year: 2018
  text: 20180912
  day: 12
PublicationDecade 2010
PublicationPlace Ithaca
PublicationPlace_xml – name: Ithaca
PublicationTitle arXiv.org
PublicationYear 2018
Publisher Cornell University Library, arXiv.org
Publisher_xml – name: Cornell University Library, arXiv.org
SSID ssj0002672553
Score 1.6655904
SecondaryResourceType preprint
Snippet The performance of computer networks relies on how bandwidth is shared among different flows. Fair resource allocation is a challenging problem particularly...
SourceID proquest
SourceType Aggregation Database
SubjectTerms Algorithms
Computer networks
Resource allocation
Software-defined networking
Title Multi-Path Alpha-Fair Resource Allocation at Scale in Distributed Software Defined Networks
URI https://www.proquest.com/docview/2099742822
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV09T8MwELWgBYmJb_FRKg-saeM4ie0JAW0FA1FEOxQxVHZ8kbKkJSmFn4_tpjAgsTDGUaTIp7t7Pr-7h9C1lECkH2pPSuNu5gARe4ILMMFQGXzMFUQ0d2ITLEn4dCrSpuBWN7TKTUx0gVrPM1sj77sWz9CSHm8Wb55VjbK3q42ExjZq2ykJxFH3xt81liBmBjHT9WWmG93Vl9VnserZoVU9qw3p_wrBLq-M9v_7RweoncoFVIdoC8ojtOv4nFl9jF5dY62XGnyHb207rTeSRYU3xXqzZpOYNQqWSzw2hgJclHhgx-haBSzQeGwC9IesAA8gN1BU42TNGK9P0GQ0nNw_eI2OgicNuvIUB8bjKBfGWQWRJMxILkTOwI9yFQcq5KBCoiMR55HgjAEQzmNFWAYmw6mQnqJWOS_hDGHzBaUZ-DoXPATqK80zCjQiOpYsUOQcdTZbNWt8oZ797NPF368v0Z6BI46NQYIOai2rd7hCO9lqWdRVF7Xvhkn63HUmNk_p41P68gVGt7GI
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V07T8MwED6VAoKJt3jjAcZAnKc9IIQoVatCVakdkBgqO7lIWQokpYUfxX_k7DYwILExsCZKpOTOd9_Z390HcKoUcuUGqaMULTcqICJHCokUDDXhY6Ex9DMrNhF3u-LhQfZq8FH1whhaZRUTbaBOnxKzR35hWzwDQ3q8en5xjGqUOV2tJDRmbtHB9ymVbOVlu0H2PfO85u3gpuXMVQUcRVjD0QJjEYWZJNeVXPEg4ZmUWYxumOnI04FAHfA0lFEWUj0eI3IhIs3jBCne68Cn1y7AIqEIT1qmYP9rS8eLYgLo_uzs1E4Ku1DFWz45NzOyzo0Upfsj4ts01lz7Zz9gHRZ76hmLDajhaBOWLVs1Kbfg0bYNOz1Cr-zaNAs7TZUXrDqKoGsmRRuXY2rM-uSGyPIRa5ghwUbfC1PWp_QzVQWyBmYEtFPWnfHhy20Y_MXn7EB99DTCXWD0hO8n6KaZFAH6rk5F4qMf8jRSsaf5HhxWlhnOV3o5_DbL_u-3T2ClNbi_G961u50DWCXgZXkn3DuE-rh4xSNYSibjvCyOrVcxGP6xET8BMA8IXQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Multi-Path+Alpha-Fair+Resource+Allocation+at+Scale+in+Distributed+Software+Defined+Networks&rft.jtitle=arXiv.org&rft.au=Allybokus%2C+Zaid&rft.au=Avrachenkov%2C+Konstantin&rft.au=Leguay%2C+J%C3%A9r%C3%A9mie&rft.au=Maggi%2C+Lorenzo&rft.date=2018-09-12&rft.pub=Cornell+University+Library%2C+arXiv.org&rft.eissn=2331-8422&rft_id=info:doi/10.48550%2Farxiv.1809.01050