Max-Min Particle Swarm Optimization Algorithm with Load Balancing for Distributed Task Scheduling on the Grid Environment
In this paper proposes an algorithm namely max min Particle Swarm Optimization with load balancing techniques with the comparison of Swarm Intelligence Algorithms like Ant Colony Optimization. This algorithm is based on the task scheduling in grid environment. First of all we are calculating the QoS constraints to the PSO and ACO like, makespan, Cost and Deadline. Finally we had balanced the load to the particle swarm optimization, and compared with all other algorithms. We conclude the proposed algorithm is the best algorithm which is compared with ACO, PSO, Max PSO and Min PSO.
Keywords: Keywords: Grid, Scheduling, load balancing, ACO, PSO.
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ABOUT THE AUTHORS
C.Kalpana
C.Kalpana MSc., MCA., M.Phil., She has completed her Post Graduate with M.Phil from Bharathiar University, Coimbatore. Now, she is working as a Assistant Professor in VLB Janaki Ammal Arts and Science College, Coimbatore. She presented 2 International Conference and 1 International workshop. Many national and international journals are also published. She is intersted in Grid computing, cloud computing, advanced networking. Now she is doing research papers in grid copmuting.
U.Karthick Kumar
U.Karthick Kumar MSc., DWA., MCA., M.Phil., He is a Post Graduate with M.Phil from Bharathiar University, Coimbatore, Tamilnadu, India. He is working as a Assistant Professor in VLB Janaki Ammal Arts and Science College, Coimbatore. He has three years of experience in research. He presented paper in International, National Conference and Journals. His Interest areas are Grid Computing, Data Mining, Image Processing, Mobile Computing and Data Structures. Current research project Ant colony, PSO, Fair Scheduling, Sensor Network.
R.Gogulan
He is a part time Phd Research Scholar in Bharath University, Chennai, Tamilnadu, India. He has 14 years of experience in teaching line. He Seven years of teaching experience in oman country. He has 9 years of experience in research. He presented paper in International Conference, National Conference and International Journals. His Interest research areas are Grid Computing, Cloud Computing, Data Mining,Current research project, Fair Scheduling, PSO Scheduling.
C.Kalpana
C.Kalpana MSc., MCA., M.Phil., She has completed her Post Graduate with M.Phil from Bharathiar University, Coimbatore. Now, she is working as a Assistant Professor in VLB Janaki Ammal Arts and Science College, Coimbatore. She presented 2 International Conference and 1 International workshop. Many national and international journals are also published. She is intersted in Grid computing, cloud computing, advanced networking. Now she is doing research papers in grid copmuting.
U.Karthick Kumar
U.Karthick Kumar MSc., DWA., MCA., M.Phil., He is a Post Graduate with M.Phil from Bharathiar University, Coimbatore, Tamilnadu, India. He is working as a Assistant Professor in VLB Janaki Ammal Arts and Science College, Coimbatore. He has three years of experience in research. He presented paper in International, National Conference and Journals. His Interest areas are Grid Computing, Data Mining, Image Processing, Mobile Computing and Data Structures. Current research project Ant colony, PSO, Fair Scheduling, Sensor Network.
R.Gogulan
He is a part time Phd Research Scholar in Bharath University, Chennai, Tamilnadu, India. He has 14 years of experience in teaching line. He Seven years of teaching experience in oman country. He has 9 years of experience in research. He presented paper in International Conference, National Conference and International Journals. His Interest research areas are Grid Computing, Cloud Computing, Data Mining,Current research project, Fair Scheduling, PSO Scheduling.
