Presentation 2014-01-28
The Improvement of Auto-Sharding in MongoDB with Priority-Chunk
Yasuhiro SATO, Ryota KAWASHIMA, Hiroshi MATSUO,
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Abstract(in English) With the rapid development of the Internet technology,distributed system is attracted attention.In particular,NoSQL database is widely used because of its highly simple processing performance.In this paper,We propose a method to implove the performance of Auto-Sharding in MongoDB.Auto-Sharding automatically divides and moves data into another machine for the load balancing loads among shards.Our proposal decides a target chunk for movement by using the priority calculated from the size of a chunk's key range and operation frequency.In the experiment,our proposal algorithm showed improvement of performance of insert under sharding.
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Keyword(in English) NoSQL / MongoDB / Auto-Sharding / Balancing strategy
Paper # VLD2013-111,CPSY2013-82,RECONF2013-65
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Committee RECONF
Conference Date 2014/1/21(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) The Improvement of Auto-Sharding in MongoDB with Priority-Chunk
Sub Title (in English)
Keyword(1) NoSQL
Keyword(2) MongoDB
Keyword(3) Auto-Sharding
Keyword(4) Balancing strategy
1st Author's Name Yasuhiro SATO
1st Author's Affiliation Nagoya Institute of Technology()
2nd Author's Name Ryota KAWASHIMA
2nd Author's Affiliation Nagoya Institute of Technology
3rd Author's Name Hiroshi MATSUO
3rd Author's Affiliation Nagoya Institute of Technology
Date 2014-01-28
Paper # VLD2013-111,CPSY2013-82,RECONF2013-65
Volume (vol) vol.113
Number (no) 418
Page pp.pp.-
#Pages 6
Date of Issue