Survey on converged networks of high-performance computing network and data center network

被引:0
|
作者
Lu P. [1 ]
Dong D. [1 ]
Lai M. [1 ]
Qi X. [1 ]
Xiong Z. [1 ]
Cao J. [1 ]
Xiao L. [1 ]
机构
[1] College of Computer Seienee and Technology, National University of Defense Technology, Changsha
关键词
converged network; data center network; high performance computing network; in-nelwork computing;
D O I
10.11887/j.cn.202304001
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the convergence trend of high performance computing, big data processing, cloud computing and artificial intelligence computing, the converged network of high-performance computing network and data center network becomes an important trend. The current research status of converged network was analyzed, and the representative converged networks were described in detail to comprehensively show the latest technologies and trends. The challenges faced by the converged network were put forward, and the trends of converged network were proposed, including the convergence and differentiation coexistence of the converged network protocols, the performance acceleration of the converged network based on in-network computing, and the performance optimization of the converged network for emerging applications. © 2023 National University of Defense Technology. All rights reserved.
引用
收藏
页码:1 / 10
页数:9
相关论文
共 74 条
  • [1] ROTHBERGER B, TARANOV K, PERRIG A, Et al., ReDMArk
  • [2] bypassing RDMA security mechanisms [C], Proceedings of the 30th USENIX Security Symposium, (2021)
  • [3] TARANOV K, ROTHBERGER B, PERRIG A, Et al., sRDMA—efficient NIC-based authentication and encryption for remote direct memory access [C], Proceedings of the 2020 USENIX Annual Technical Conference, (2020)
  • [4] HOEFLER T, DINAN J, THAKUR R, Et al., Remote memory access programming in MPI-3 [J], ACM Transactions on Parallel Computing, 2, 2, pp. 1-26, (2015)
  • [5] SOUMAGNE J, CARNS P, ROSS R., Advancing RPC for data services at exascale, Bulletin of the Technical Committee on Data Engineering, 43, 1, pp. 23-34, (2020)
  • [6] HOEFLER T, HENDEL A, ROWETH D., The convergence of hyperscale dala center and high-performance computing networks, Computer, 55, 7, pp. 29-37, (2022)
  • [7] KIM J, DALLY W J, SCOTT S, Et al., Technology-driven, highly-scalable dragonfly topology, Proceedings of International Symposium on Computer Architecture, (2008)
  • [8] KATHAREIOS G, MINKENBERC C, PRISACARI B, Et al., Cost-effective diameter-two topologies
  • [9] analysis and evaluation, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, (2015)
  • [10] ZHENG W M., Research trend of large-scale supercomputers and applications from the TOP500 and Gordon Bell Prize[J], Science China Information Sciences, 63, 7, pp. 1-14, (2020)