Dynamic compilation for reducing energy consumption of I/O-intensive applications

Seung Woo Son, Guangyu Chen, Mahmut Kandemir, Alok Choudhary

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

1 Scopus citations

Abstract

Tera-scale high-performance computing has enabled scientists to tackle very large and computationally challenging scientific problems, making the advancement of scientific discovery at a faster pace. However, as computing scales to levels never seen before, it also becomes extremely data intensive, I/O intensive, and energy consuming. Amongst these, I/O is becoming a major bottleneck, impeding the expected pace of scientific discovery and analysis of data. Furthermore, the applications are becoming increasingly dynamic in terms of their computation patterns as well as data access patterns to cope with larger problems and data sizes. Due to the complexities of systems and applications and their high energy consumptions, it is, therefore, very important to address research issues and develop dynamic techniques at the level of run-time systems and compilers to scale I/O in the right proportions. This paper presents the details of a dynamic compilation framework developed specifically for I/O-intensive large-scale applications. Our dynamic compilation framework includes a set of powerful I/O optimizations designed to minimize execution cycles and energy consumption, and generates results that are competitive with hand-optimized codes in terms of energy consumption.

Original languageEnglish (US)
Title of host publicationLanguages and Compilers for Parallel Computing - 18th International Workshop, LCPC 2005, Revised Selected Papers
Pages450-457
Number of pages8
DOIs
StatePublished - Dec 1 2006
Event18th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2005 - Hawthorne, NY, United States
Duration: Oct 20 2005Oct 22 2005

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4339 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other18th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2005
CountryUnited States
CityHawthorne, NY
Period10/20/0510/22/05

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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    Son, S. W., Chen, G., Kandemir, M., & Choudhary, A. (2006). Dynamic compilation for reducing energy consumption of I/O-intensive applications. In Languages and Compilers for Parallel Computing - 18th International Workshop, LCPC 2005, Revised Selected Papers (pp. 450-457). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4339 LNCS). https://doi.org/10.1007/978-3-540-69330-7_32