Static Load Balancing Using ASA Max-Min Algorithm
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 6
Abstract
In recent times, a huge demand for computational resources has led to the development of large network known as a Grid [1]. A grid allows resources to be acquired in real time on an on-demand basis making sophisticated technology available at extremely low prices. However, the availability of such resources to a huge audience also invites a huge number of concurrent requests for same resources. Thus, it is required that such load of requests is efficiently distributed across all the resources with heterogeneous capabilities to keep the network function adequately. A lot of research has been conducted on Load Balancing of distributed systems and several algorithms have been devised. Load Balancing is generally categorized in two ways: a). Static load Balancing – Where all information pertaining to the resources like their number, processing power and amount of memory etc. is known in advance, b). Dynamic load Balancing – Here the network of resources is dynamic in nature i.e. the number as well as capabilities may change over the course of time. In this paper, our focus is on Static load balancing using Max-Min algorithm which performs most efficiently among all the available static algorithms. Max-Min however works only when the tasks to be assigned are clearly heterogeneous in terms of their execution time. In this paper, we propose ASA Max-Min Algorithm that overcomes the above-mentioned problem.
Authors and Affiliations
Shubham Mathur, Ali Abbas Larji, Anubhav Goyal
Keywords
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