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Estimation of web proxy response times in community networks using matrix factorization algorithms
dc.contributor.author | Gómez Sánchez, Eduardo |
dc.contributor.author | Bores Quijano, Diego |
dc.contributor.author | Bote Lorenzo, Miguel Luís |
dc.contributor.author | Meseguer Pallarès, Roc |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
dc.date.accessioned | 2020-01-23T13:05:48Z |
dc.date.available | 2020-01-23T13:05:48Z |
dc.date.issued | 2020-01-01 |
dc.identifier.citation | Gómez, E. [et al.]. Estimation of web proxy response times in community networks using matrix factorization algorithms. "Electronics", 1 Gener 2020, vol. 9, núm. 1, p. 1-14. |
dc.identifier.issn | 2079-9292 |
dc.identifier.uri | http://hdl.handle.net/2117/175523 |
dc.description.abstract | In community networks, users access the web using a proxy selected from a list, normally without regard to its performance. Knowing which proxies offer good response times for each client would improve the user experience when navigating, but would involve intensive probing that would in turn cause performance degradation of both proxies and the network. This paper explores the feasibility of estimating the response times for each client/proxy pair by probing only a few of the existing pairs and then using matrix factorization. To do so, response times are collected in a community network emulated on a testbed platform, then a small part of these measurements are used to estimate the remaining ones through matrix factorization. Several algorithms are tested; one of them achieves estimation accuracy with low computational cost, which renders its use feasible in real networks |
dc.format.extent | 14 p. |
dc.language.iso | eng |
dc.rights | Attribution 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
dc.subject.classification | Matrices |
dc.subject.lcsh | Computer networks |
dc.subject.lcsh | Matrius (Matemàtica) |
dc.subject.other | Response time estimation |
dc.subject.other | matrix factorization |
dc.subject.other | community networks |
dc.title | Estimation of web proxy response times in community networks using matrix factorization algorithms |
dc.type | Article |
dc.subject.lemac | Ordinadors, Xarxes d |
dc.contributor.group | Universitat Politècnica de Catalunya. CNDS - Xarxes de Computadors i Sistemes Distribuïts |
dc.identifier.doi | 10.3390/electronics9010088 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | https://www.mdpi.com/2079-9292/9/1/88 |
dc.rights.access | Open Access |
local.identifier.drac | 26610022 |
dc.description.version | Postprint (published version) |
local.citation.author | Gómez, E.; Bores, D.; Bote , M.L.; Meseguer, R. |
local.citation.publicationName | Electronics |
local.citation.volume | 9 |
local.citation.number | 1 |
local.citation.startingPage | 1 |
local.citation.endingPage | 14 |
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