Workflow-based comparison of two Distributed Computing Infrastructures

Johan Montagnat 1 Tristan Glatard 2 Damien Reimert 3 Ketan Maheshwari 4 Eddy Caron 5 Frédéric Desprez 3
1 Laboratoire d'Informatique, Signaux, et Systèmes de Sophia-Antipolis (I3S) / Equipe MODALIS
SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
2 CREATIS - Centre de Recherche et d'Application en Traitement de l'Image et du Signal
3 GRAAL - Algorithms and Scheduling for Distributed Heterogeneous Platforms
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme
4 I3S - Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis
5 LIP - Laboratoire de l'Informatique du Parallélisme
Abstract : Porting applications to Distributed Computing Infrastruc- tures (DCIs) is eased by the use of workflow abstractions. Yet, estimating the impact of the execution DCI on applica- tion performance is difficult due to the heterogeneity of the resources available, middleware and operation models. This paper describes a workflow-based experimental method to acquire objective performance comparison criterions when dealing with completely different DCIs. Experiments were conducted on the European EGI and the French Grid'5000 infrastructures to highlight raw performance variations and identify their causes. The results obtained also show that it is possible to conduct experiments on a production infras- tructure with similar reproducibility as on an experimental platform.
Keywords : Distributed Computing Infrastructures Performance Workflows
Type de document :
Communication dans un congrès
Workshop on Workflows in Support of Large-Scale Science (WORKS 2010), Nov 2010, New Orleans, United States. IEEE, 5th Workshop on Workflows in Support of Large-Scale Science (WORKS 2010), pp.1-10, 2010, 〈10.1109/WORKS.2010.5671856〉
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Johan Montagnat, Tristan Glatard, Damien Reimert, Ketan Maheshwari, Eddy Caron, et al.. Workflow-based comparison of two Distributed Computing Infrastructures. Workshop on Workflows in Support of Large-Scale Science (WORKS 2010), Nov 2010, New Orleans, United States. IEEE, 5th Workshop on Workflows in Support of Large-Scale Science (WORKS 2010), pp.1-10, 2010, 〈10.1109/WORKS.2010.5671856〉. 〈hal-00677820〉

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