Abstract

Resource scheduling has played a crucial role for improving resource utilization of server cluster. There are five types of scheduling architectures that are being used widely for scheduling resource in server clusters that includes statically partitioned schedulers, monolithic schedulers, two-level scheduling, shared-state scheduling and distributed schedulers. In this paper, several scheduling architectures will be discussed. This paper also illustrates key techniques of these scheduling architectures, including resource representation and sharing model, scheduling algorithms and some other techniques. Different scheduling techniques are being applied in different scheduling architectures. Based on this review paper, it can be concluded that there are a lot of works related to scheduling strategies in large-scale cluster are conducted. However, the relatively complicated application and scaling cluster size present new requirements to scheduling techniques. Then some scheduling techniques can still be improved.

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