loading...
Exploring the Use of Hyper-Threading Technology for Multimedia Applications with Intel® OpenMP* Compiler
Nice, France April 22-April 26
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IPDPS.2003.1213118International Parallel and Distribute ...
 This Article 
 
PDF
HTML
 
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Xinmin Tian, Intel Corporation
Yen-Kuang Chen, Intel Corporation
Milind Girkar, Intel Corporation
Steven Ge, Intel Corporation
Rainer Lienhart, Intel Corporation
Sanjiv Shah, Intel Corporation
Processors with Hyper-Threading technology can improve the performance of applications by permitting a single processor to process data as if it were two processors by executing instructions from different threads in parallel rather than serially. However, the potential performance improvement can be only obtained if an application is multithreaded by parallelization techniques. This paper presents the threaded code generation and optimization techniques in the Intel C++/Fortran compiler. We conduct the performance study of two multimedia applications parallelized with OpenMP pragmas and compiled with the Intel compiler on the Hyper-Threading technology (HT) enabled Intel single-processor and multi-processor systems. Our performance results show that the multithreaded code generated by the Intel compiler achieved up to 1.28x speedups on a HT-enabled single-CPU system and up to 2.23x speedup on a HT-enabled dual-CPU system. By measuring IPC (Instructions Per Cycle), UPC (Uops Per Cycle) and cache misses of both serial and multithreaded execution of each multimedia application, we conclude three key observations: (a) the multithreaded code generated by the Intel compiler yields a good performance gain with the parallelization guided by OpenMP pragmas or directives; (b) exploiting thread-level parallelism (TLP) causes inter-thread interference in caches, and places greater demands on memory system. However, with the Hyper-Threading technology hides the additional latency, so that there is only a small impact on the whole program performance; (c) Hyper-Threading technology is effective on exploiting both task-parallelism and data-parallelism inherent in multimedia applications.
Index Terms:
Hyper-Threading technology, OpenMP, parallelization, compiler optimization, multimedia algorithm
Citation:
Xinmin Tian, Yen-Kuang Chen, Milind Girkar, Steven Ge, Rainer Lienhart, Sanjiv Shah, "Exploring the Use of Hyper-Threading Technology for Multimedia Applications with Intel® OpenMP* Compiler," ipdps, pp.36a, International Parallel and Distributed Processing Symposium (IPDPS'03), 2003
Usage of this product signifies your acceptance of the Terms of Use.


Suggestions