AutopaR: An Automatic Parallelization Tool for Recursive Calls
Proceedings of the International Conference on Parallel Processing Workshops
Institute of Electrical and Electronics Engineers Inc.
159 - 165
Item Usage Stats
MetadataShow full item record
Manycore systems are becoming more and more powerful with the integration of hundreds of cores on a single chip. However, writing parallel programs on these manycore systems has become a problem since the amount of available parallel tools and applications are limited. Although exploiting parallelism in software is possible, it requires different design decisions, significant programmer effort and is error prone. Different libraries and tools try to make the transition to parallelism easier, however there is no concrete system to make it transparent to software developer. To this end, our proposed tool is a step forward to improve the current state. Our approach, Autopar, specifically aims at achieving automatic parallelization of recursive applications using static program analysis. It first decides on the recursive functions of a given program. Then, it performs analysis and collects information about these recursive functions. Our analysis module automatically collects program information without requiring any modification in the program design or developer involvement. Finally, it achieves automatic parallelization by introducing necessary OpenMP pragmas in appropriate places in the application. © 2014 IEEE.
Application programming interfaces (API)
Static program analysis
Published Version (Please cite this version)http://dx.doi.org/10.1109/ICPPW.2014.32
Showing items related by title, author, creator and subject.
Teke O.; Arikan, O.; Gurbuz, A.C. (IEEE Computer Society, 2014)Compressive Sensing (CS) theory details how a sparsely represented signal in a known basis can be reconstructed using less number of measurements. In many practical systems, the observation signal has a sparse representation ...
Öztoprak, H.; Toycan, M.; Alp, Y. K.; Arikan, O.; Doğutepe, E.; Karakaş S. (Institute of Electrical and Electronics Engineers Inc., 2017)Attention-deficit/hyperactivity disorder (ADHD) is the most frequent diagnosis among children who are referred to psychiatry departments. Although ADHD was discovered at the beginning of the 20th century, its diagnosis is ...
Arıkan, O.; Belge, M.; Çetin, A. E.; Erzin, E. (Institute of Electrical and Electronics Engineers, 1995)A large class of physical phenomenon observed in practice exhibit non-Gaussian behavior. In this paper, α-stable distributions, which have heavier tails than Gaussian distribution, are considered to model non-Gaussian ...