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author:

Zheng, Xikun (Zheng, Xikun.) [1] | Zhang, Dong (Zhang, Dong.) [2] | Zhou, Zhengyan (Zhou, Zhengyan.) [3] | Lv, Jingwen (Lv, Jingwen.) [4] | Wu, Chunming (Wu, Chunming.) [5]

Indexed by:

EI

Abstract:

Today's Internet service architectures rely extensively on distributed key-value stores (KV-stores) to meet their performance requirements. One of the bottlenecks lies in the un-balanced load among key-value store nodes caused by the skewed workloads. With the flexibility and power of programmable switch ASICs, in-network computing becomes a propeller of application performance. This paper introduces KVLB, a new system that uses the programmable switch to achieve load balancing between key-value store nodes. KVLB uses selective replication of hot items and allocates replica node locations to the hot items through multi-value hash. This allows the switch to reroute the hot item to the replica node through a multi-valued hash calculation and requires fewer hardware resources for programmable switch ASICs. Our experimental results on an initial prototype show that KVLB improves the throughput of KV-stores at various degrees of skew and rely only on a small amount of switch hardware resources. © 2022 IEEE.

Keyword:

Application specific integrated circuits Balancing

Community:

  • [ 1 ] [Zheng, Xikun]School of Information and Science and Engineering, Fuzhou University, Fuzhou, China
  • [ 2 ] [Zhang, Dong]School of Computer Science and Technology, Zhejiang University, Zhejiang, China
  • [ 3 ] [Zhou, Zhengyan]School of Computer Science and Technology, Zhejiang University, Zhejiang, China
  • [ 4 ] [Lv, Jingwen]School of Information and Science and Engineering, Fuzhou University, Fuzhou, China
  • [ 5 ] [Wu, Chunming]School of Computer Science and Technology, Zhejiang University, Zhejiang, China

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Year: 2022

Page: 3766-3771

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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