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A model for entropy of parallel execution

Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016 (2016) 555-560
DOI: 10.1109/IPDPSW.2016.29
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Abstract

In this paper we develop a theory of visualizing a parallel execution by the entropy of the phase space induced by its traces. This metric is then shown to be able to both theoretically and practically find program issues, such as starvation due to data in one of its threads.

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Gomez, E., Schubert, K. E., & Cai, R. (2016). A model for entropy of parallel execution. In Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016 (pp. 555–560). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/IPDPSW.2016.29

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