Title :
Grain size determination for parallel processing
Author :
Kruatrachue, Boontee ; Lewis, Ted
Author_Institution :
Dept. of Comput. Sci., Oregon State Univ., Corvallis, OR, USA
Abstract :
A method called grain packing is proposed as a way to optimize parallel programs. A grain is defined as one or more concurrently executing program modules. A grain begins executing as soon as all of its inputs are available, and terminates only after all of its outputs have been computed. Grain packing reduces total execution time by balancing execution time and communication time. Used with an optimizing scheduler, it gives consistently better results than human-engineered scheduling and packing. The method is language-independent and is applicable to both extended serial and concurrent programming languages, including Occam, Fortran, and Pascal.<>
Keywords :
operating systems (computers); parallel programming; program compilers; scheduling; Fortran; Occam; Pascal; communication time; concurrent programming languages; concurrently executing program modules; execution time; grain packing; grain size determination; optimizing scheduler; parallel processing; Computational modeling; Delay effects; Grain size; Load management; Parallel processing; Processor scheduling; Reactive power; Writing;
Journal_Title :
Software, IEEE