Node Availability for Distributed Systems considering processor and RAM utilization for Load Balancing

Antonio Menendez Leonel de Cervantes, Hector Benitez Perez

Abstract


Node-Availability is a new metric that based on processor utilization, free RAM and number of processes queued at a node, compares different workload levels of the nodes participating in a distributed system. Dynamic scheduling and Load-Balancing in distributed systems can be achieved through the Node-Availability metric as decision criterion, even without previously knowing the execution time of the processes, nor other information about them such as process communication requirements.
This paper also presents a case study which shows that the metric is feasible to implement in conjunction with a dynamic Load-Balancing algorithm, obtaining an acceptable performance.


Keywords


Node-Availability, Load Balancing, Distributed systems, High- Performance

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References


J. Bahi, R. Couturier, F. Vernier, Synchronous distributed load balancing on dynamic networks, Journal of Parallel and Distributed Computing, 65 pp.1397-1405, Elsevier 2005.

D. Bertsekas, Constrained Optimization an Lagrange Multiplie Methods, Academic Press Inc., USA 1992.

J. Chiasson, Z. Tang, J. Ghanem, T. Chaouki J. Abdallah, D. Birdwell, M.M. Hayat, H. Jrez, The Effect of Time Delays on the Stability of Load Balancing Algorithms for Parallel Computations, IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, VOL. 13, NO. 6, NOVEMBER 2005 pp. 932-942.

R. F. de Mello, L. J. Senger, L.T. Yang, A Routing Load Balancing Policy for Grid Computing Environments, Proceedings of the 20th International Conference on Advanced Information Networking and Applications, 1550-445X/06 IEEE 2006.

P. Ghosh, N. Roy, S.K. Das, K. Basu, A pricing strategy for job allocation in mobile grids using a non-cooperative bargaining theory framework,Journal of Parallel and Distributed Computing, 65 pp.1366-1383, Elsevier 2005.

D. Grosu, A. Chronopoulos, Algorithmic Mechanism Design for Load Balancing in Distributed Systems, IEEE TRANSACTIONS ON SYSTEMS,MAN, AND CYBERNETICSN’PART B: CYBERNETICS, VOL. 34, NO. 1, FEBRUARY 2004, pp. 77-84.

O. Lee, M. Anshel, I. Chung, Design of an efficient load balancing algorithm on distributed networks by employing symmetric balanced incomplete block design,IEE Proc.-Commun, Vol. 151, No. 6, December 2004.
http://dx.doi.org/10.1049/ip-com:20040704

L. Keqin, Job scheduling and processor allocation for grid computing on metacomputers, Journal of Parallel and Distributed Computing, 65 pp.1406-1418, Elsevier 2005.

A. Menendez, H. Benitez-Perez, Node Availability for Distributed Systems considering processor and RAM utilization, Eighth Mexican International Conference on Computer Science, ENC07, Page(s):131 - 137, DOI:10.1109/ENC.2007.24, 2007.
http://dx.doi.org/10.1109/ENC.2007.24

B. Parhami, Swapped interconection networks: Topological, performance, and robustness attributes, Journal of Parallel and Distributed Computing, 65 pp.1443-1452, Elsevier 2005.

M. Perez, A. Sanchez, J. Pea, V. Robles, A new formalism for dynamic reconfiguration of data servers in a cluster, Journal of Parallel and Distributed Computing, 65 pp.1134-1145, Elsevier 2005.

H. Sit, K. Ho, H. V. Leong, W. P. R. Luk, L. Ho, An Adaptive Clustering Approach to Dynamic Load Balancing, Proceedings of the 7th International Symposium on Parallel Architectures, Algorithms and Networks (ISPANO˝ 04) 1087-4089 IEEE 2004.

D. Takemoto, S. Tagashira, S. Fujita, Partitioning in Content-Addressable Networks Distributed Algorithms for Balanced Zone, Proceedings of the Tenth International Conference on Parallel and Distributed Systems (ICPADSO˝ 04) 1521-9097 IEEE 2004.
http://dx.doi.org/10.1109/icpads.2004.1316117

Torque Resource Manager http://www.clusterresources.com/pages/products/torque-resourcemanager. php 2006.

Z. Zeng, B. Veeravalli, Rate-Based and Queue-Based Dynamic Load Balancing Algorithms in Distributed Systems, Proceedings of the Tenth International Conference on Parallel and Distributed Systems, 1521-9097/04 IEEE 2004.

Liu W.S. Jane, Real-Time Systems, Prentice Hall, USA, 2000.




DOI: https://doi.org/10.15837/ijccc.2010.3.2486



Copyright (c) 2017 Antonio Menendez Leonel de Cervantes, Hector Benitez Perez

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