Characterization and cross-platform analysis of high-throughput accelerators

Keitaro Oka, Wenhao Jia, Margaret Martonosi, Koji Inoue

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

Abstract

Today's computer systems often employ high-throughput accelerators (such as Intel Xeon Phi coprocessors and NVIDIA Tesla GPUs) to improve the performance of some applications or portions of applications. While such accelerators are useful for suitable applications, it remains challenging to predict which workloads will run well on these platforms and to predict the resulting performance trends for varying input.

Original languageEnglish
Title of host publicationISPASS 2015 - IEEE International Symposium on Performance Analysis of Systems and Software
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages161-162
Number of pages2
ISBN (Electronic)9781479919567
DOIs
Publication statusPublished - Apr 27 2015
Event2015 15th IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2015 - Philidelphia, United States
Duration: Mar 29 2015Mar 31 2015

Publication series

NameISPASS 2015 - IEEE International Symposium on Performance Analysis of Systems and Software

Other

Other2015 15th IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2015
CountryUnited States
CityPhilidelphia
Period3/29/153/31/15

All Science Journal Classification (ASJC) codes

  • Software

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  • Cite this

    Oka, K., Jia, W., Martonosi, M., & Inoue, K. (2015). Characterization and cross-platform analysis of high-throughput accelerators. In ISPASS 2015 - IEEE International Symposium on Performance Analysis of Systems and Software (pp. 161-162). [7095797] (ISPASS 2015 - IEEE International Symposium on Performance Analysis of Systems and Software). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISPASS.2015.7095797