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A Lightweight Network Proximity Service Based On Neighborhood Models
Liao, Yongjun; Du, Wei; Leduc, Guy
2015In 22nd IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT)
Peer reviewed
 

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Abstract :
[en] This paper proposes a network proximity service based on the neighborhood models used in recommender systems. Unlike previous approaches, our service infers network proximity without trying to recover the latency between network nodes. By asking each node to probe a number of landmark nodes which can be servers at Google, Yahoo and Facebook, etc., a simple proximity measure is computed and allows the direct ranking and rating of network nodes by their proximity to a target node. The service is thus lightweight and can be easily deployed in e.g. P2P and CDN applications. Simulations on existing datasets and experiments with a deployment over PlanetLab showed that our service achieves an accurate proximity inference that is comparable to state-of-the-art latency prediction approaches, while being much simpler.
Disciplines :
Computer science
Author, co-author :
Liao, Yongjun;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques
Du, Wei;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques
Leduc, Guy ;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques
Language :
English
Title :
A Lightweight Network Proximity Service Based On Neighborhood Models
Publication date :
24 November 2015
Event name :
22nd IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT)
Event place :
Luxembourg, Luxembourg
Event date :
24 novembre 2015
Audience :
International
Main work title :
22nd IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT)
Publisher :
IEEE
Peer reviewed :
Peer reviewed
European Projects :
FP7 - 318627 - MPLANE - mPlane – an Intelligent Measurement Plane for Future Network and Application Management
Funders :
CE - Commission Européenne [BE]
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since 17 November 2015

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