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What is Cloud Resource Management and Scheduling about?
CHAPTER ## Cloud resource management and scheduling Resource management is a core function of any manmade system; it affects the three dimensions of the system evaluation space: performance, functionality, and cost. Efficient resource management has a direct effect on performance and cost and an indirect effect on the functionality of the system because some of the functions may be avoided due to the poor performance and/or high cost. A cloud is a complex system with a large number of shared resources subject to unpredictable requests and affected by external events it cannot control. Cloud resource management requires complex policies and decisions for multiobjective optimization. Effective resource management is extremely challenging due to the scale of the cloud infrastructure and to the unpredictable interactions of the system with a large population of users. The scale makes it impossible to have accurate global state information, and the large user population makes it nearly impossible to predict the type and intensity of system workload. Resource management becomes even more complex when resources are oversubscribed and users are uncooperative, driven by self-interest. In ad
- Author
- Dan C. Marinescu
- Publisher
- Elsevier
- Published
- 2023
- Language
- EN
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