A Statistical Analysis of Network Parameters for the Self-management of Lambda-Connections
Identifieur interne : 000B84 ( Istex/Checkpoint ); précédent : 000B83; suivant : 000B85A Statistical Analysis of Network Parameters for the Self-management of Lambda-Connections
Auteurs : Tiago Fioreze [Pays-Bas] ; Lisandro Granville [Brésil] ; Ramin Sadre [Pays-Bas] ; Aiko Pras [Pays-Bas]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2009.
Abstract
Abstract: Network monitoring plays an important role in network management. Through the analysis of network parameters (e.g., flow throughput), managers can observe network behavior and make decisions based on them. The choice of network parameters although should be relevant for each specific objective. In this paper, we focus on the analysis of network parameters that are relevant for our self-management of lambda-connections proposal. This proposal consists of an automatic decision process to offload large IP flows onto lambda-connections. This paper aims at statistically analyzing a list of potential network parameters as relevant estimators for flow volume. The main contribution of this work is the introduction of a statistical methodology to validate that some few network parameters can be considered as good predictors for flow volume. These predictors are therefore of great interest to be used in our automatic decision process.
Url:
DOI: 10.1007/978-3-642-02627-0_2
Affiliations:
- Brésil, Pays-Bas
- Overijssel, Rio Grande do Sul
- Enschede, Porto Alegre
- Université de Twente, Université fédérale du Rio Grande do Sul
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Through the analysis of network parameters (e.g., flow throughput), managers can observe network behavior and make decisions based on them. The choice of network parameters although should be relevant for each specific objective. In this paper, we focus on the analysis of network parameters that are relevant for our self-management of lambda-connections proposal. This proposal consists of an automatic decision process to offload large IP flows onto lambda-connections. This paper aims at statistically analyzing a list of potential network parameters as relevant estimators for flow volume. The main contribution of this work is the introduction of a statistical methodology to validate that some few network parameters can be considered as good predictors for flow volume. These predictors are therefore of great interest to be used in our automatic decision process.</div></front></TEI><affiliations><list><country><li>Brésil</li><li>Pays-Bas</li></country><region><li>Overijssel</li><li>Rio Grande do Sul</li></region><settlement><li>Enschede</li><li>Porto Alegre</li></settlement><orgName><li>Université de Twente</li><li>Université fédérale du Rio Grande do Sul</li></orgName></list><tree><country name="Pays-Bas"><region name="Overijssel"><name sortKey="Fioreze, Tiago" sort="Fioreze, Tiago" uniqKey="Fioreze T" first="Tiago" last="Fioreze">Tiago Fioreze</name></region><name sortKey="Fioreze, Tiago" sort="Fioreze, Tiago" uniqKey="Fioreze T" first="Tiago" last="Fioreze">Tiago Fioreze</name><name sortKey="Pras, Aiko" sort="Pras, Aiko" uniqKey="Pras A" first="Aiko" last="Pras">Aiko Pras</name><name sortKey="Pras, Aiko" sort="Pras, Aiko" uniqKey="Pras A" first="Aiko" last="Pras">Aiko Pras</name><name sortKey="Sadre, Ramin" sort="Sadre, Ramin" uniqKey="Sadre R" first="Ramin" last="Sadre">Ramin Sadre</name><name sortKey="Sadre, Ramin" sort="Sadre, Ramin" uniqKey="Sadre R" first="Ramin" last="Sadre">Ramin Sadre</name></country><country name="Brésil"><region name="Rio Grande do Sul"><name sortKey="Granville, Lisandro" sort="Granville, Lisandro" uniqKey="Granville L" first="Lisandro" last="Granville">Lisandro Granville</name></region><name sortKey="Granville, Lisandro" sort="Granville, Lisandro" uniqKey="Granville L" first="Lisandro" last="Granville">Lisandro Granville</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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