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author:

Chen, Xiang (Chen, Xiang.) [1] | Liu, Hongyan (Liu, Hongyan.) [2] | Xiao, Qingjiang (Xiao, Qingjiang.) [3] | Guo, Kaiwei (Guo, Kaiwei.) [4] | Sun, Tingxin (Sun, Tingxin.) [5] | Ling, Xiang (Ling, Xiang.) [6] | Liu, Xuan (Liu, Xuan.) [7] | Huang, Qun (Huang, Qun.) [8] | Zhang, Dong (Zhang, Dong.) [9] | Zhou, Haifeng (Zhou, Haifeng.) [10] | Zhang, Fan (Zhang, Fan.) [11] | Wu, Chunming (Wu, Chunming.) [12]

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EI

Abstract:

In modern networks, administrators realize their desired functions such as network measurement in several data plane programs. They often employ the network-wide program deployment paradigm that decomposes input programs into match-action tables (MATs) while deploying each MAT on a specific programmable switch. Since MATs may be deployed on different switches, existing solutions propose the inter-switch coordination that uses the per-packet header space to deliver crucial packet processing information among switches. However, such coordination introduces non-trivial per-packet byte overhead, leading to significant end-to-end network performance degradation. In this paper, we propose Hermes, a program deployment framework that aims to minimize the per-packet byte overhead. The key idea of Hermes is to formulate the network-wide program deployment as a mixed-integer linear programming (MILP) problem with the objective of minimizing the per-packet byte overhead. In view of the NP hardness of the MILP problem, Hermes further offers a greedy-based heuristic that solves the problem in a near-optimal and timely manner. We have implemented Hermes on Tofino-based switches. Our experiments show that compared to existing frameworks, Hermes decreases the per-packet byte overhead by 156 bytes while preserving end-to-end performance in terms of flow completion time and goodput. © 2022 IEEE.

Keyword:

Integer programming Packet switching

Community:

  • [ 1 ] [Chen, Xiang]Zhejiang University, China
  • [ 2 ] [Chen, Xiang]Peking University, China
  • [ 3 ] [Chen, Xiang]Fuzhou University, China
  • [ 4 ] [Liu, Hongyan]Zhejiang University, China
  • [ 5 ] [Xiao, Qingjiang]Fuzhou University, China
  • [ 6 ] [Guo, Kaiwei]Fuzhou University, China
  • [ 7 ] [Sun, Tingxin]Fuzhou University, China
  • [ 8 ] [Ling, Xiang]Chinese Academy of Sciences, Institute of Software, China
  • [ 9 ] [Liu, Xuan]Yangzhou University, China
  • [ 10 ] [Liu, Xuan]Southeast University, China
  • [ 11 ] [Huang, Qun]Peking University, China
  • [ 12 ] [Zhang, Dong]Fuzhou University, China
  • [ 13 ] [Zhou, Haifeng]Zhejiang University, China
  • [ 14 ] [Zhang, Fan]Zhejiang University, China
  • [ 15 ] [Wu, Chunming]Zhejiang University, China

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Year: 2022

Volume: 2022-July

Page: 370-380

Language: English

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ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 1

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