D-RDMALib: InfiniBand-based RDMA Library for Distributed Cluster Applications

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초록

(Remote Direct Memory Access) is a recent communication protocol that allows for the maximum utilization of the performance of InfiniBand, a high-speed network device based on Data Processing Units (DPUs). However, the existing RDMA development method incurs a high implementation complexity, which makes it difficult to apply to a multi-node environment. To solve these problems, we propose D-RDMALib, an efficient and easy-to-use RDMA library suitable for distributed cluster environments. As an effective development tool, D-RDMALib can reduce the implementation difficulty of applying RDMA to distributed multi- node environments. It also improves the accessibility of InfiniBand and RDMA technologies with high entry barriers. In this paper, we demonstrate the efficiency of D-RDMALib by 1) verifying the successful operation of many-to-many communication in distributed nodes, and 2) evaluating the performance by implementing PageRank-based on DRDMALib. We believe that our work is a novel technique that can be easily applied to existing distributed processing environments as well as to emerging ultra-high-speed in-network technologies such as Quantum InfiniBand.

키워드

InfiniBandremote direct memory accesshigh-speed distributed processingdistributed clusterbig data processing
제목
D-RDMALib: InfiniBand-based RDMA Library for Distributed Cluster Applications
저자
Jeong, LaewonGil, Myeong-SeonMoon, Yang-Sae
DOI
10.5573/JSTS.2023.23.6.341
발행일
2023-12
유형
Article
저널명
JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE
23
6
페이지
341 ~ 351