Presentation 2013-12-20
Implementing Materialized View as a Service for Large-Scale House Log in Smart City
Yuki ISE, Shintaro YAMAMOTO, Shinsuke MATSUMOTO, Sachio SAIKI, Masahide NAKAMURA,
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Abstract(in English) We have proposed a logging platform, called Scallop4SC(Scalable Logging Platform for Smart City), for managing various and large-scale log data from smart houses within a smart city. Moreover, we design that Scallop4SC provides MVaaS(Materialized View as a Service), which supports processing and using house log efficiently. In this paper, we implement an architecture of MVaaS using MapReduce on Hadoop and HBase KVS. Concretely, MVaaS automatically generates MapReduce programs with a spec for processing log data. The spec are drawn based on retrieval conditions or processing method for house log. By treating MVaaS, a developer of an application can dynamically create and efficiently access smart city data by only describing data specification for the application.
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Keyword(in English) House log / Materialized view / MVaaS / MapReduce / KVS / HBase
Paper # IN2013-115
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Conference Date 2013/12/12(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Implementing Materialized View as a Service for Large-Scale House Log in Smart City
Sub Title (in English)
Keyword(1) House log
Keyword(2) Materialized view
Keyword(3) MVaaS
Keyword(4) MapReduce
Keyword(5) KVS
Keyword(6) HBase
1st Author's Name Yuki ISE
1st Author's Affiliation Kobe University()
2nd Author's Name Shintaro YAMAMOTO
2nd Author's Affiliation Kobe University
3rd Author's Name Shinsuke MATSUMOTO
3rd Author's Affiliation Kobe University
4th Author's Name Sachio SAIKI
4th Author's Affiliation Kobe University
5th Author's Name Masahide NAKAMURA
5th Author's Affiliation Kobe University
Date 2013-12-20
Paper # IN2013-115
Volume (vol) vol.113
Number (no) 363
Page pp.pp.-
#Pages 6
Date of Issue