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Federation and abstraction of heterogeneous global computing platforms with the YML framework

Abstract : Global computing platforms have become popular tools for the resolution of large scale problems. They are often independent without any interoperability between each other. Therefore, clients are now asking for a better availability and scalability. In previous work, we presented the YML framework which was a first attempt to enable the development and deployment of applications on several global computing middleware. However, it suffered from scalability issues and a static approach. In this paper, we highlight recent extensions of YML. We achieve a dynamic federation of computing middleware because YML is now able to manage at the run-time several middleware back-ends. Other improvements such as an OmniRPC back-end, a component binary cache mechanism, a new data management module, and a new data type supported by the YML front-end, yield to a much better scalability. We present the first evaluations of these extensions on a network of workstations and with a typical distributed sort application. Although the results show a significant overhead, they stress the benefits of binary caching and dynamic back-ends federation.
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https://hal.inria.fr/hal-00690684
Contributor : Ist Rennes <>
Submitted on : Tuesday, April 24, 2012 - 11:01:45 AM
Last modification on : Thursday, July 9, 2020 - 5:18:02 PM

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Laurent Choy, Olivier Delannoy, Nahid Emad, Serge Petiton. Federation and abstraction of heterogeneous global computing platforms with the YML framework. CISIS '09 : International Conference on Complex, Intelligent and Software Intensive Systems, Mar 2009, Fukuoka, Japan. pp.451-456, ⟨10.1109/CISIS.2009.20⟩. ⟨hal-00690684⟩

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