Synapse: Synthetic application profiler and emulator

Andre Merzky, Shantenu Jha

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

We introduce Synapse motivated by the needs to emulate workload execution characteristics on high-performance and distributed heterogeneous resources. Synapse has a platform independent application profiler, and the ability to emulate profiled workloads on a variety of resources. Synapse is used as a proxy application (or «representative application») for real workloads, with the added advantage that it can be tuned in different ways and at arbitrary levels of granularity in ways that are simply not possible using real applications. Experiments show that automated profiling using Synapse represents application characteristics with high fidelity. Emulation using Synapse can reproduce the application behaviour in the original runtime environment, as well as reproducing properties when used in a different run-time environments.

Original languageEnglish (US)
Title of host publicationProceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1259-1268
Number of pages10
ISBN (Electronic)9781509021406
DOIs
StatePublished - Jul 18 2016
Event30th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2016 - Chicago, United States
Duration: May 23 2016May 27 2016

Publication series

NameProceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016

Other

Other30th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2016
Country/TerritoryUnited States
CityChicago
Period5/23/165/27/16

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

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