Abstract
Due to the few computing resource planning options currently available in Grid computing, capacity planning, an old discipline for analyzing resource purchases, is simple to perform. However, once a commercial computing Grid is established, which provides many different resource types at variable prices, capacity planning will become more complex and the user will require support for handling this difficult process. The support could come from an online Grid Capacity Planning Service, which helps users with little IT expertise to make use of the Grid in a cost-effective manner. This Grid Capacity Planning Service is a stand-alone service, enabling companies to outsource their capacity planning task. This paper describes the Grid Capacity Planning Service and demonstrates the workings of the service through simulations.
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References
IBM: A Statistical Approach to Capacity Planning for On-Demand Computing Services, http://domino.watson.ibm.com/comm/research.nsf/pages/r.statistics.innovation2.html
Li, C., Li, L.: Competitive proportional resource allocation policy for computational grid. Future Generation Computer Systems 20(6), 1041–1054 (2004)
Yu, J., Li, M., Ying, L., Hong, F., Gao, M.: A Framework for Price-Based Re-source Allocation on the Grid. In: Liew, K.M., Shen, H., See, S., Cai, W., Fan, P., Horiguchi, S. (eds.) PDCAT 2004. LNCS, vol. 3320, pp. 341–344. Springer, Heidelberg (2004)
Li, C., Li, L.: Dynamic resource allocation for joint grid user and provider opti-misation in computational grid. International Journal of Computer Applications in Technology 26(4), 242–250 (2006)
Wolski, R., Brevik, J., Plank, J.S., Bryan, T.: Grid Resource Allocation and Control Using Computational Economies. In: Berman, F., Fox, G., Hey, T. (eds.), pp. 747–771. John Wiley & Sons, Hoboken (2003)
Pourebrahimi, B., Bertels, K., Kandru, G.M., Vassiliadis, S.: Market-Based Resource Allocation in Grids. In: Second IEEE International Conference on e-Science and Grid Computing, pp. 80–88. IEEE Press, New York (2006)
Afzal, A., McGough, A.S., Darlington, J.: Capacity planning and scheduling in Grid computing environments. Future Generation Computer Systems 24(5), 404–414 (2008)
Siddiqui, M., Villazon, A., Fahringer, T.: Grid Capacity Planning with Negotiation-based Advance Reservation for Optimized QoS. In: SC 2006, pp. 21–37. IEEE Press, New York (2006)
Borowsky, E., Golding, R., Jacobson, P., Merchant, A., Schreier, L., Spasojevic, M., Wilkes, J.: Capacity planning with phased workloads. In: Proceedings of the 1st international Workshop on Software and Performance, pp. 199–207. ACM, New York (1998)
Risch, M., Altmann, J.: Cost Analysis of Current Grids and its Implications for Future Grid Markets. In: Altmann, J., Neumann, D., Fahringer, T. (eds.) GECON 2008. LNCS, vol. 5206, pp. 13–27. Springer, Heidelberg (2008)
Risch, M., Altmann, J., Makrypoulias, Y., Soursos, S.: Economics-Aware Capacity Planning for Commercial Grids. In: Collaborations and the Knowledge Economy, vol. 5, pp. 1197–1205. IOS Press, Amsterdam (2008)
Amazon Elastic Compute Cloud (Amazon EC2), http://www.amazon.com/gp/browse.html?node=201590011
Tsunamic Technologies Inc., http://www.clusterondemand.com/
Regev, O., Nisan, N.: The POPCORN market—an online market for computational resources. In: Proceedings of the First international Conference on information and Computation, pp. 148–157. ACM, New York (1998)
Waldspurger, C.A., Hogg, T., Huberman, B.A., Kephart, J.O., Stornetta, W.S.: Spawn: A Distributed Computational Economy. IEEE Transactions on Software Engineering 18(2), 103–117 (1992)
Buyya, R., Abramson, D., Giddy, J.: An economy grid architecture for service-oriented grid computing. In: 10th IEEE International Heterogeneous Computing Workshop. IEEE Computer Society Press, Los Alamitos (2001)
Lai, K., Rasmusson, L., Adar, E., Zhang, L., Huberman, B.A.: Tycoon: An implementation of a distributed, market-based resource allocation system. Multiagent and Grid Systems 1(3), 169–182 (2005)
Repast Simulation Environment, http://repast.sourceforge.net/
Apache Commons Math Libraries, http://commons.apache.org/math/
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Risch, M., Altmann, J. (2009). Capacity Planning in Economic Grid Markets. In: Abdennadher, N., Petcu, D. (eds) Advances in Grid and Pervasive Computing. GPC 2009. Lecture Notes in Computer Science, vol 5529. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01671-4_1
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DOI: https://doi.org/10.1007/978-3-642-01671-4_1
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