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A Monitoring System for Runtime Adaptations of Streaming Applications

Manuel Selva 1 Lionel Morel 1 Kevin Marquet 1, 2 Stephane Frenot 3
2 SOCRATE - Software and Cognitive radio for telecommunications
CITI - CITI Centre of Innovation in Telecommunications and Integration of services, Inria Grenoble - Rhône-Alpes
3 DICE - Data on the Internet at the Core of the Economy
Inria Grenoble - Rhône-Alpes, CITI - CITI Centre of Innovation in Telecommunications and Integration of services
Abstract : Streaming languages are adequate for expressing many applications quite naturally and have been proven to be a good approach for taking advantage of the intrinsic parallelism of modern CPU architectures. While numerous works focus on improving the throughput of streaming programs, we rather focus on satisfying quality-of-service requirements of streaming applications executed alongside non-streaming processes. We monitor synchronous dataflow (SDF) programs at runtime both at the application and system levels in order to identify violations of quality-of-service requirements. Our monitoring requires the programmer to provide the expected throughput of its application (e.g 25 frames per second for a video decoder), then takes full benefit from the compilation of the SDF graph to detect bottlenecks in this graph and identify causes among processor or memory overloading. It can then be used to perform dynamic adaptations of the applications in order to optimize the use of computing and memory resources.
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Submitted on : Monday, November 16, 2015 - 10:25:30 AM
Last modification on : Wednesday, November 20, 2019 - 7:31:52 AM
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Manuel Selva, Lionel Morel, Kevin Marquet, Stephane Frenot. A Monitoring System for Runtime Adaptations of Streaming Applications. International Conference on Parallel, Distributed and Network-based Processing, Mar 2015, Turku, Finland. ⟨10.1109/PDP.2015.53⟩. ⟨hal-01229025⟩



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