Title :
Using predictive adaptive parallelism to address portability and irregularity
Author :
Wangerin, David L. ; Scherson, Isaac D.
Author_Institution :
Sch. of Comput. Sci., California Univ., Berkeley, CA, USA
Abstract :
A semi-dynamic system is presented that is capable of predicting the performance of parallel programs at runtime. The functionality given by the system allows for efficient handling of portability and irregularity of parallel programs. Two forms of parallelism are addressed: loop level parallelism and task level parallelism.
Keywords :
parallel programming; program control structures; software performance evaluation; loop level parallelism; parallel program; predictive adaptive parallelism; run time performance prediction; semidynamic system; task level parallelism; Adaptive systems; Computer science; Concurrent computing; Network topology; Parallel processing; Parallel programming; Programming profession; Resource management; Runtime; Yarn;
Conference_Titel :
Parallel Architectures,Algorithms and Networks, 2005. ISPAN 2005. Proceedings. 8th International Symposium on
Print_ISBN :
0-7695-2509-1
DOI :
10.1109/ISPAN.2005.89
