Task Level Parallelization of Irregular Computations using OpenMP 3.0
Loading...
Date
2013-07
Authors
Albalawi, Eid
Journal Title
Journal ISSN
Volume Title
Publisher
atlantis press
Abstract
OpenMP is a standard parallel programming language used
to develop parallel applications on shared memory machines.
OpenMP is very suitable for designing parallel
algorithms for regular applications where the amount of work
is known apriori and therefore distribution of work
among the threads can be done at compile time.
In irregular applications, the load
changes dynamically at runtime and distribution of work among the threads
can only be done at runtime. In the literature, it has been
shown that OpenMP produces unsatisfactory performance for
irregular applications.
In 2008, the OpenMP 3.0 version introduced new directives and features such as the ''task'' directive
to handle irregular computations. Not much work
has gone into studying irregular algorithms in OpenMP 3.0.
In this thesis, I provide some insight into the usefulness of OpenMP 3.0
Description
Keywords
OpenMP 3.0
Citation
Albalwi, E., Thulasiraman, P., & Thulasiram, R. (2013, July). Task Level Parallelization of All Pair Shortest Path Algorithm in OpenMP 3.0. In 2nd International Conference on Advances in Computer Science and Engineering (CSE 2013). Atlantis Press.