InforLorV4, Main, Exploration, bibRecord, 000415

Network Configuration and Flow Scheduling for Big Data Applications

Identifieur interne : 000415 ( Main/Exploration ); précédent : 000414; suivant : 000416

Network Configuration and Flow Scheduling for Big Data Applications

Auteurs : Lautaro Dolberg [Luxembourg (pays)] ; Jérôme François [France] ; Shihabur Chowdhury [Canada] ; Reaz Ahmed [Canada] ; Raouf Boutaba [Canada] ; Thomas Engel [Luxembourg (pays)]

Source :

RBID : Hal:hal-01244585

Abstract

This chapter focuses on network configuration and flow scheduling for Big Data applications. It highlights how the performance of Big Data applications is tightly coupled with the performance of the network in supporting large data transfers. Deploying high-performance networks in data centers is thus vital but configuration and performance management as well as the usage of the network are of paramount importance. This chapter starts by discussing the problem of virtual machine placement and its solutions considering the underlying network topology. It then provides an analysis of alternative topologies highlighting their advantages from the perspective of Big Data applications needs. In this context, different routing and flow scheduling algorithms are discussed in terms of their potential for using the network most efficiently. In particular, Software-Defined Networking relying on centralized control and the ability to leverage global knowledge about the network state is propounded as a promising approach for efficient support of Big Data applications.

Url:

https://hal.inria.fr/hal-01244585

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 003528
to stream Hal, to step Curation: 003528
to stream Hal, to step Checkpoint: 000390
to stream Main, to step Merge: 000415
to stream Main, to step Curation: 000415

Le document en format XML

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</region>
<settlement><li>Luxembourg</li>
<li>Metz</li>
<li>Nancy</li>
</settlement>
<orgName><li>Université de Lorraine</li>
<li>Université du Luxembourg</li>
</orgName>
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<tree><country name="Luxembourg (pays)"><noRegion><name sortKey="Dolberg, Lautaro" sort="Dolberg, Lautaro" uniqKey="Dolberg L" first="Lautaro" last="Dolberg">Lautaro Dolberg</name>
</noRegion>
<name sortKey="Engel, Thomas" sort="Engel, Thomas" uniqKey="Engel T" first="Thomas" last="Engel">Thomas Engel</name>
</country>
<country name="France"><region name="Grand Est"><name sortKey="Francois, Jerome" sort="Francois, Jerome" uniqKey="Francois J" first="Jérôme" last="François">Jérôme François</name>
</region>
</country>
<country name="Canada"><noRegion><name sortKey="Chowdhury, Shihabur" sort="Chowdhury, Shihabur" uniqKey="Chowdhury S" first="Shihabur" last="Chowdhury">Shihabur Chowdhury</name>
</noRegion>
<name sortKey="Ahmed, Reaz" sort="Ahmed, Reaz" uniqKey="Ahmed R" first="Reaz" last="Ahmed">Reaz Ahmed</name>
<name sortKey="Boutaba, Raouf" sort="Boutaba, Raouf" uniqKey="Boutaba R" first="Raouf" last="Boutaba">Raouf Boutaba</name>
</country>
</tree>
</affiliations>
</record>

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   |clé=     Hal:hal-01244585
   |texte=   Network Configuration and Flow Scheduling for Big Data Applications
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This area was generated with Dilib version V0.6.33.
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Network Configuration and Flow Scheduling for Big Data Applications

Network Configuration and Flow Scheduling for Big Data Applications

Source :

Abstract

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