Enhanced chained and Cuckoo hashing methods for multi-core CPUs

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A hash table is a fundamental data structure implementing an associative memory that maps a key to its associative value. Besides, the paradigm of micro-architecture design of CPUs is shifting away from faster uniprocessors toward slower chip multiprocessors. In this paper, we propose enhanced chained hashing and Cuckoo hashing methods for modern computers having a lot of CPU cores with exploiting CPU cache line and hardware level lock-free operations. The proposed methods outperform the existing methods in most cases and are very scalable in terms of the number of CPU cores. In addition, their performances do not degrade much even with a high fill factor (e.g., 90 %). Through extensive experiments using Intel 32-core machine, we have shown our proposed methods improve performance compared with the state-of-the-art version of the four exiting major hashing methods of linear, chained, Cuckoo, and Hopscotch.
Publisher
SPRINGER
Issue Date
2014-09
Language
English
Article Type
Article
Citation

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, v.17, no.3, pp.665 - 680

ISSN
1386-7857
DOI
10.1007/s10586-013-0343-y
URI
http://hdl.handle.net/10203/272843
Appears in Collection
CS-Journal Papers(저널논문)
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