Pack your sack for the cloud
暂无分享,去创建一个
With the emergence of cloud computing, driven by significant advances in virtualization and network technologies, enterprise computing is witnessing a major paradigm shift in terms of resource consolidation. This paper introduces the concept of a comprehensive management framework for resource consolidation in cloud based systems. As it turns out, there are several interesting optimization problems with respect to resource and service utilization. This paper is a modest attempt to identify a generic pattern in the family of optimization problems and propose a unified formalism to address the associated issues. In this work we demystify a number of optimization problems in the cloud management framework and map them to the Knapsack Problem, a well-researched problem in the academic community. We believe that this classification will have significant value proposition to the cloud designer community. The repertoire of methodologies available in Knapsack research can easily provide a ready toolset to the cloud community for solving a number of key design issues.
[1] Bo Gao,et al. A Framework for Native Multi-Tenancy Application Development and Management , 2007, The 9th IEEE International Conference on E-Commerce Technology and The 4th IEEE International Conference on Enterprise Computing, E-Commerce and E-Services (CEC-EEE 2007).
[2] P. Cochat,et al. Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.