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Practical and Scalable RDMA Connection Sharing for HPC Workload

Yuejie Wang, Tuo Fang, Biyu Peng, Yang Cheng, Xin Sun, Chengchao Xu, Yuchen Tang, Yuxin Ren, Ning Jia, Xinwei Hu, Yunfei Du, Guyue (Grace) Liu

2026Year

Abstract

RDMA is a fundamental communication infrastructure in high-performance computing (HPC). However, as the number of RDMA connections increases, system performance rapidly declines and memory consumption increases sharply. Previous research demonstrates that sharing RDMA connections among processes is necessary and effective to address the scalability problem. Unfortunately, previous work shares connections in software, thus incurring substantial overhead to each packet operation, and fails to comprehensively explore control policies to achieve superior sharing decisions.

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