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Customizable Scale-Out Key-Value Stores.

Authors :
Anwar, Ali
Cheng, Yue
Huang, Hai
Han, Jingoo
Sim, Hyogi
Lee, Dongyoon
Douglis, Fred
Butt, Ali R.
Source :
IEEE Transactions on Parallel & Distributed Systems. Sep2020, Vol. 31 Issue 9, p2081-2096. 16p.
Publication Year :
2020

Abstract

Enterprise KV stores are often not well suited for HPC applications, and thus cumbersome end-to-end KV design customization is required to meet the needs of modern HPC applications. To this end, in this article we present bespoKV, an adaptive, extensible, and scale-out KV store framework. bespoKV decouples the KV store design into the control plane for distributed management and the data plane for local data store. For the control plane, bespoKVprovides pre-built modules, called controlets, supporting common distributed functionalities (e.g., replication, consistency, and topology) and their various combinations. This decoupling allows bespoKV to take a user-provided single-server KV store, called a datalet, and transparently enables a scalable and fault-tolerant distributed KV store service. The resulting distributed stores are also adaptive to consistency or topology requirement changes and can be easily extended for new types of services. Such specializations enable innovative uses of KV stores in HPC applications, especially for emerging applications that utilize KV-friendly workloads. We evaluate bespoKV in a local testbed as well as in a public cloud settings. Experiments show that bespoKV-enabled distributed KV stores scale horizontally to a large number of nodes, and performs comparably and sometimes 1.2× to 2.6× better than the state-of-the-art systems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10459219
Volume :
31
Issue :
9
Database :
Academic Search Index
Journal :
IEEE Transactions on Parallel & Distributed Systems
Publication Type :
Academic Journal
Accession number :
143316160
Full Text :
https://doi.org/10.1109/TPDS.2020.2982640