A selective profiling tool: Towards automatic performance tuning

Abhinav Bhatele; Cong Guojing

doi:10.1109/IPDPS.2007.370627

A selective profiling tool: Towards automatic performance tuning

Abhinav Bhatele, Cong Guojing

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

We present some preliminary results of selective profiling in our efforts towards automatic performance tuning for scientific codes. Performance analysis and tuning are becoming very important with the increasing complexity and speed of high performance systems. Great efforts are necessary to tune applications for optimal performance on such systems. In our efforts to automate most, if not all, of the performance tuning process, we developed a flexible profiling tool that can quickly pinpoint the performance bottlenecks and further refine the problem area. This is an important first step in our open framework with a rule-based approach for our ongoing PERCS project.

Original language	English
Title of host publication	Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM
DOIs	https://doi.org/10.1109/IPDPS.2007.370627
State	Published - 2007
Externally published	Yes
Event	21st International Parallel and Distributed Processing Symposium, IPDPS 2007 - Long Beach, CA, United States Duration: Mar 26 2007 → Mar 30 2007

Publication series

Name	Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM

Conference

Conference	21st International Parallel and Distributed Processing Symposium, IPDPS 2007
Country/Territory	United States
City	Long Beach, CA
Period	03/26/07 → 03/30/07

Access to Document

10.1109/IPDPS.2007.370627

Cite this

Bhatele, A., & Guojing, C. (2007). A selective profiling tool: Towards automatic performance tuning. In Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM Article 4228355 (Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM). https://doi.org/10.1109/IPDPS.2007.370627

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title = "A selective profiling tool: Towards automatic performance tuning",

abstract = "We present some preliminary results of selective profiling in our efforts towards automatic performance tuning for scientific codes. Performance analysis and tuning are becoming very important with the increasing complexity and speed of high performance systems. Great efforts are necessary to tune applications for optimal performance on such systems. In our efforts to automate most, if not all, of the performance tuning process, we developed a flexible profiling tool that can quickly pinpoint the performance bottlenecks and further refine the problem area. This is an important first step in our open framework with a rule-based approach for our ongoing PERCS project.",

author = "Abhinav Bhatele and Cong Guojing",

year = "2007",

doi = "10.1109/IPDPS.2007.370627",

language = "English",

isbn = "1424409101",

series = "Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM",

booktitle = "Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM",

note = "21st International Parallel and Distributed Processing Symposium, IPDPS 2007 ; Conference date: 26-03-2007 Through 30-03-2007",

}

Bhatele, A & Guojing, C 2007, A selective profiling tool: Towards automatic performance tuning. in Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM., 4228355, Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM, 21st International Parallel and Distributed Processing Symposium, IPDPS 2007, Long Beach, CA, United States, 03/26/07. https://doi.org/10.1109/IPDPS.2007.370627

A selective profiling tool: Towards automatic performance tuning. / Bhatele, Abhinav; Guojing, Cong.
Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM. 2007. 4228355 (Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Guojing, Cong

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AB - We present some preliminary results of selective profiling in our efforts towards automatic performance tuning for scientific codes. Performance analysis and tuning are becoming very important with the increasing complexity and speed of high performance systems. Great efforts are necessary to tune applications for optimal performance on such systems. In our efforts to automate most, if not all, of the performance tuning process, we developed a flexible profiling tool that can quickly pinpoint the performance bottlenecks and further refine the problem area. This is an important first step in our open framework with a rule-based approach for our ongoing PERCS project.

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SN - 1424409101

SN - 9781424409105

T3 - Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM

BT - Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM

Y2 - 26 March 2007 through 30 March 2007

ER -

A selective profiling tool: Towards automatic performance tuning

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