A generalized model for investigating scheduling schemes in computational clusters

作者：Do Tien V^*; Vu Binh T; Tran Xuan T; Nguyen Anh P

来源：Simulation Modelling Practice and Theory, 2013, 37: 30-42.

DOI：10.1016/j.simpat.2013.05.003

• Heterogeneous cluster model
• Buffering scheme
• Separate queue
• Class queue
• Common queue
• Ranking of servers

In this paper, we present a generalized model for the performance evaluation of scheduling compute-intensive jobs with unknown service times in computational clusters. We propose the application of parameters defined in the SPECpower_ssj2008 benchmark of the Standard Performance Evaluation Corporation to construct a performance evaluation model. In addition, we also define a method to rank physical servers based on either the high performance priority or the energy efficiency priority, and measures to characterize the performance of computational clusters. %26lt;br%26gt;We investigate three schemes (separate queue, class queue and common queue) for buffering jobs in a computational cluster that is built from Commercial Off-The-Shelf (COTS) servers. Numerical results show that the buffering schemes do not have impact on performance measures related to the energy consumption of the investigated cluster. However, the buffering schemes play an important role in ensuring the quality of service parameters such as the waiting time and the response time experienced by arriving jobs. Furthermore, Dynamic Voltage and Frequency Scaling should be carefully applied to reduce the energy consumption of computational clusters.

• 出版日期2013-9