Nowadays high performance computing (HPC) clusters are not only deployed in largeresearch centers, but also widely adopted by industries such as chip design and man-ufacture, life sciences, etc. This trend brings more diverse workload patterns to HPCclusters compared with the traditional scientific applications. As those clusters normallyconsists of thousands of nodes, it is common to use resou…