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Heterogeneous Resource Selection for Arbitrary HPC Applications in the Cloud

Anca Iordache 1 Eliya Buyukkaya 1 Guillaume Pierre 1
1 MYRIADS - Design and Implementation of Autonomous Distributed Systems
Inria Rennes – Bretagne Atlantique , IRISA-D1 - SYSTÈMES LARGE ÉCHELLE
Abstract : Cloud infrastructures offer a wide variety of resources to choose from. However, most cloud users ignore the potential benefits of dynamically choosing cloud resources among a wide variety of VM instance types with different con-figuration/cost tradeoffs. We propose to automate the choice of resources that should be assigned to arbitrary non-interactive applications. During the first executions of the application, the system tries various resource configurations and builds a custom performance model for this application. Thereafter, cloud users can specify their execution time or financial cost constraints, and let the system automatically select the resources which best satisfy this constraint.
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Submitted on : Tuesday, June 2, 2015 - 2:15:09 PM
Last modification on : Tuesday, October 19, 2021 - 11:58:55 PM
Long-term archiving on: : Monday, April 24, 2017 - 11:20:30 PM


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Anca Iordache, Eliya Buyukkaya, Guillaume Pierre. Heterogeneous Resource Selection for Arbitrary HPC Applications in the Cloud. 15th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Jun 2015, Grenoble, France. pp.108-123, ⟨10.1007/978-3-319-19129-4_9⟩. ⟨hal-01159024⟩



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