Summary
Asia-Pacific Conference on Communications
2015
Session Number:16-PM1-D
Session:
Number:16-PM1-D-3
Resource Allocation Scheme for Hadoop in Campus Networks
Tomohiro Matsuno, Bijoy Chand Chatterjee, Satoru Okamoto, Eiji Oki, Malathi Veeraraghavan, Naoaki Yamanaka,
pp.596-597
Publication Date:2015/10/14
Online ISSN:2188-5079
DOI:10.34385/proc.28.16-PM1-D-3
Summary:
On most campus networks, outdated computational resources are not used. This paper proposes a Hadoop-based resource allocation scheme for leveraging these outdated resources. The proposed scheme splits a computational job into tasks using appropriate splitting ratios based on computer processing performance and network resource availability. We compare our resource allocation scheme with a conventional scheme, which divides a job equally without consideration of computer processing performance and network resource availability. Both experiments and simulations are used to compare our proposed scheme and the conventional scheme. Simulation results show that the proposed scheme outperforms the conventional scheme in terms of job execution time.