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OPTIMAL POLICIES FOR LOAD BALANCING FOR DISTRIBUTED AND STRATEGIC AGENTS (MORE TECHNICALLY, OPTIMAL COORDINATION MECHANISMS FOR MACHINE SCHEDULING)
OPTIMAL POLICIES FOR LOAD BALANCING FOR DISTRIBUTED AND STRATEGIC AGENTS (MORE TECHNICALLY, OPTIMAL COORDINATION MECHANISMS FOR MACHINE SCHEDULING)
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机译:分布式和战略代理的负载平衡的最佳策略(更严格地说,是用于机器调度的最佳协调机制)
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摘要
Providing for scheduling tasks in a distributed system based on an inefficiency of each task on a particular machine as compared with available networked machines is described herein. By way of example, a distribution component can receive a plurality of tasks at a machine assigned by at least one independent agent. In addition, an ordering component can schedule each task on a machine as a function of non-decreasing inefficiency. Such a policy can be implemented locally at the machine, minimizing inter-device communication, while only marginally increasing completion time for the set of tasks. In such a manner, the subject disclosure provides for load balancing of distributed systems in a manner that utilizes fewer resources than conventional approaches.
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