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- Hoseinyfarahabady, M. Reza, et al.
(author)
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Toward designing a dynamic CPU cap manager for timely dataflow platforms
- 2018
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In: HPC '18 Proceedings of the High Performance Computing Symposium. - : Association for Computing Machinery (ACM). - 9781510860162 ; , s. 60-70
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Conference paper (peer-reviewed)abstract
- In this work, we propose a control-based solution for the problem of CPU resource allocation in data-flow platform that considers the degradation of performance caused by running concurrent data-flow processes. Our aim is to cut the QoS violation incidents for applications belonging to the highest QoS class. The performance of the proposed solution is bench-marked with the famous round robin algorithm. The experimental results confirms that the proposed algorithm can decrease the latency of processing data records for applications by 48% compared to the round robin policy.
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