Research Article

Optimization of Simultaneous Multithreading Machines– Using Hybrid Genetic Algorithm

by  B.Arunbala
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 1 - Issue 24
Published: February 2010
Authors: B.Arunbala
10.5120/553-724
PDF not available

B.Arunbala . Optimization of Simultaneous Multithreading Machines– Using Hybrid Genetic Algorithm. International Journal of Computer Applications. 1, 24 (February 2010), 76-79. DOI=10.5120/553-724

                        @article{ 10.5120/553-724,
                        author  = { B.Arunbala },
                        title   = { Optimization of Simultaneous Multithreading Machines– Using Hybrid Genetic Algorithm },
                        journal = { International Journal of Computer Applications },
                        year    = { 2010 },
                        volume  = { 1 },
                        number  = { 24 },
                        pages   = { 76-79 },
                        doi     = { 10.5120/553-724 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2010
                        %A B.Arunbala
                        %T Optimization of Simultaneous Multithreading Machines– Using Hybrid Genetic Algorithm%T 
                        %J International Journal of Computer Applications
                        %V 1
                        %N 24
                        %P 76-79
                        %R 10.5120/553-724
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

To Optimize the Simultaneous Multithreading scheduling to improve CPU performance by using Hybrid Genetic Algorithm thereby improving the processor's execution resources...

References
  • Tullsen, S.Eggers, J.Emer, H.Levy, J.Lo and R.Stamm.Exploitting choice: Instruction fetch and issue on an implementable simultaneous multithreading processor. In international Symposium on Computer Architecture, May 1996.
  • J.Lo, S.Egger .Converting thread-level parallelism into instruction-level parallelism via simultaneous multithreading. ACM Transactions on Computer Systems, August 1997.
  • T.Ohsawa, M.Takagi.S.Kawahara and S.Matsushita. Pinot: Speculative Multi-threading processor architecture exploiting parallelism over a wide range of granularities. In Proceedings of 38th International Symposium on Micro Architecture [Micro'05], 2005.
  • R.Sasanka, S.V. Adve, Y.Chen and E.Debes.Comparing the energy efficiency of cmp and smt architecture for workloads. In UIUC CS Technical report, 2003.
  • R.Alverson, D.Callahan, D.cummings, B.Kobelnz. The Tera Computer System, In Proc. Of the 1990 Intl.Conf. On Supercomputing.
  • H.Levy,S.Parekh and D.Tullsen . Tuning compiler Optimization for simultaneous multithreading. In International Symposium on Microarchitecture.2003.
  • Genetic Algorithms in Search, Optimization and Machine Learning, David E.Goldberg.
  • http://lxr.linux.no/
  • Genetic Algorithms, Mitsuio Gen, Ranwei Cheng.
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Cross-over Mutation Fitness value schedules superscalar architecture multiprocessors kernel level external module

Powered by PhDFocusTM