gPooling: An Elastic GPU Resource Management Framework for On-Demand Virtualization in Shared Accelerator Clusters
With the rapid growth of artificial intelligence (AI) and high-performance computing (HPC), GPUs and other accelerators have become a shared computing substrate for a wide range of workloads. However, many shared accelerator clusters still rely on coarse device-level allocation, which often leads to low effective utili...