Dynamic Load Balancing By Scheduling In Computational Grid System (original) (raw)
2014, Computer Engineering and Intelligent Systems
Abstract
Grid computing systems are distributed systems that involve coordinate and involvement of heterogeneous resources with various characteristics where user jobs can be executed on either local or remote computer. These heterogeneous computing resources are used to run highly complex programs that require very high processing power and huge volume of input data. Recently the biggest issue in distributed system is to design of an appropriate and efficient dynamic load balancing algorithm that upgrade the overall performance of the distributed systems. In this research paper, we proposed a scheduling algorithm that manages the resources to improve the utilization of resource and minimize the job response time in computational grid system. So that no any resources will be heavily, low loaded or in some case will be in idle.
Loading Preview
Sorry, preview is currently unavailable. You can download the paper by clicking the button above.
References (14)
- Albert Y. Zomaya, Yee-Hwei Teh, "Observation on Using Genetic Algorithms for Dynamic Load Balancing", IEEE, Volume 12, Issue 9, September 2001.
- Roy D. Williams, "Performance of Dynamic Load Balancing Algorithms for Unstructured Mesh Calculations", Concurrent Supercomputing facilities, June 1990
- Saravanakumar E. and Gomathy Prathima, "A novel load balancing algorithm for computational grid", International Journal of Computational Intelligence Techniques, ISSN: 0976-0466 & E-ISSN: 0976-0474 Volume 1, Issue 1, 2010, PP- 20-26.
- J. Dongarra, B. Tourancheau, "Special section: Cluster and computational grids for scientific computing", Future Generation Computer Systems, 21-30, 2008.
- Deepti Malhotra "A Minimum Execution Time Job Scheduling Algorithms in Simulated Grid Environment", Volume 3, Issue 12, December 2013 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering.
- Abhijit A. Rajguru, S.S. Apte, "A Comparative Performance Analysi of Load Balancing Algorithms in Distributed System using Qualitative Parameters", International Journal of recent Technology and Engineering, Volume 1, Issue 3, August 2012.
- Fahd Alharbi, "Simple Scheduling Algorithm with Load Balancing for Grid Computing", Asian Transactions on Computers, Volume 2, Issue 2, May 2012
- K. Koyama, K. Shimizu, H. Ashihara, Y. Zhang, H. Kameda, "Performance evaluation of adaptive load balancing policies in distributed systems", Proceedings of the Singapore International Conference on Networks/International Conference on Information Engineering, 606-611, 1993.
- Urjashree Patil, Rajashree Shedge, "Improved Hybrid Dynamic Load Balancing Algorithm for Distributed Environment", International Journal of Scientific and Research Publications, Volume 3, Issue 3,March 2013.
- Abhijit A. Rajguru, S.S. Apte, "A Comparative Performance Analysis of Load Balancing Algorithms in Distributed System using Qualitative Parameters", International Journal of recent Technology and Engineering, Volume 1, Issue 3, August 2012.
- "An Effective Dynamic Load Balancing Algorithm for Grid System" International Journal of Engineering Trends and Technology (IJETT) -Volume 4 Issue 8-August 2013.
- Toufik Taibi, Abdelouahab Abid, Engku Fariez Engku Azahan ,"A Comparison of Dynamic load Balancing Algorithms", J.J Appl. Science, Volume 9, Issue 2, 2007.
- C. Barmon, M.N. Faruqui, G.P. Battacharjee, "Dynamic Load Balancing Algorithm in a Distributed System", Elsevier, Volume 29,Issue 5, March 1991.
- Jasma Balasangameshwara, Nedunchezhian Raju "A hybrid policy for fault tolerant load balancing in grid computing environments" Journal of Network and Computer Applications 35 (2012) 412-422.