Title :
A novel framework and policies for on-line block of cores allotment for multiple DAGs on NoC
Author :
Boregowda, Uma ; Chakaravarthy, V.R.
Author_Institution :
Dept. of Inf. Sci. & Eng., Malnad Coll. of Eng., Hassan, India
Abstract :
Computer industry has widely accepted that future performance increases must largely come from increasing the number of processing cores on a die. This has led to NoC processors. Task scheduling is one of the most challenging problems facing parallel programmers today which is known to be NP-complete. A good principle is space-sharing of cores and to schedule multiple DAGs simultaneously on NoC processor. Hence the need to find optimal number of cores for a DAG and further which region of cores on NoC, to be allotted for a DAG . In this work, a method is proposed to find near-optimal minimal block of cores for a DAG on a NoC processor. Further, a time efficient framework and three on-line block allotment policies to submitted DAGs are experimented. The objectives of the policies, is to improve the total completion time for the submitted set of DAGs, hence the throughput. The policies are experimented on a simulator and found to deliver better performance than the policies found in literature.
Keywords :
computational complexity; directed graphs; network-on-chip; optimisation; parallel programming; processor scheduling; NP-complete problem; NoC processors; computer industry; core space-sharing; directed acyclic graph; multiple DAG schedule; near-optimal minimal core block; network-on-chip; online block allotment policies; parallel programmers; processing core allotment; task scheduling; time efficient framework; Computational modeling; Program processors; DAG; NoC; scheduling;
Conference_Titel :
Parallel Distributed and Grid Computing (PDGC), 2012 2nd IEEE International Conference on
Conference_Location :
Solan
Print_ISBN :
978-1-4673-2922-4
DOI :
10.1109/PDGC.2012.6449813