Multiple Services Throughput Optimization in a Hierarchical Middleware

Eddy Caron 1, 2, * Benjamin Depardon 1, * Frédéric Desprez 3, *
* Auteur correspondant
1 GRAAL - Algorithms and Scheduling for Distributed Heterogeneous Platforms
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme
3 AVALON - Algorithms and Software Architectures for Distributed and HPC Platforms
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme
Abstract : Accessing the power of distributed resources can nowadays easily be done using a middleware based on a client/server approach. Several architectures exist for those middleware's. The most scalable ones rely on a hierarchical design. Determining the best shape for the hierarchy, the one giving the best throughput of services, is not an easy task. We first propose a computation and communication model for such hierarchical middleware. Our model takes into account the deployment of several services in the hierarchy. Then, based on this model, we propose algorithms for automatically constructing a hierarchy on two kinds of heterogeneous platforms: communication homogeneous/computation heterogeneous platforms, and fully heterogeneous platforms. The proposed algorithms aim at offering the users the best obtained to requested throughput ratio, while providing fairness on this ratio for the different kinds of services, and using as few resources as possible for the hierarchy. For each kind of platforms, we compare our model with experimental results on a real middleware called DIET (Distributed Interactive Engineering Toolbox).
keyword : DIET SaaS
Type de document :
Communication dans un congrès
The 11th International Symposium on Cluster, Cloud and Grid Computing, Date-Added = 2011-02-03 22:38:54 +0100, Date-Modified = 2012-12-19 23:23:04 +0000, May 2011, Newport Beach, CA, United States. pp.94 - 103, 2011, 〈10.1109/CCGrid.2011.20〉
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https://hal.inria.fr/hal-00767479
Contributeur : Eddy Caron <>
Soumis le : jeudi 20 décembre 2012 - 00:31:46
Dernière modification le : vendredi 20 avril 2018 - 15:44:26

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Eddy Caron, Benjamin Depardon, Frédéric Desprez. Multiple Services Throughput Optimization in a Hierarchical Middleware. The 11th International Symposium on Cluster, Cloud and Grid Computing, Date-Added = 2011-02-03 22:38:54 +0100, Date-Modified = 2012-12-19 23:23:04 +0000, May 2011, Newport Beach, CA, United States. pp.94 - 103, 2011, 〈10.1109/CCGrid.2011.20〉. 〈hal-00767479〉

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