An Efficient Scalable Work-Stealing Runtime for Macro Data Flow Processing Using S-Net

Authors
Publication date 2014
Journal International Journal of Parallel Programming
Volume | Issue number 42 | 6
Pages (from-to) 988-1011
Number of pages 24
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
Abstract
S-Net is a declarative coordination language and component technology aimed at radically facilitating software engineering for modern parallel compute systems by near-complete separation of concerns between application (component) engineering and concurrency orchestration. S-Net builds on the concept of stream processing to structure networks of communicating asynchronous components implemented in a conventional (sequential) language. In this paper we present the design, implementation and evaluation of a new and innovative runtime system for S-Net streaming networks. The Front runtime system outperforms the existing implementations of S-Net by orders of magnitude for stress-test benchmarks, significantly reduces runtimes of fully-fledged parallel applications with compute-intensive components and achieves good scalability on our 48-core test system.
Document type Article
Language English
Published at https://doi.org/10.1007/s10766-013-0271-8
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