TY - GEN
T1 - Data management scheme to enable efficient analysis of sensing data for smart community
AU - Hashi, Yuichi
AU - Matsumoto, Kazuyoshi
AU - Seki, Yoshinori
AU - Hiji, Masahiro
AU - Abe, Toru
AU - Suganuma, Takuo
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/9/21
Y1 - 2015/9/21
N2 - ICT supports smart communities in their aim to build efficient and sustainable social infrastructure. To realize a smart community, it is necessary to manage and analyze data about the community including large volumes of sensing data, meta-data, as well as information on data sources and consent for use, all of which are interrelated. We propose a data management scheme capable of both high-speed search of large volumes of data for analysis, and flexible search of data which changes depending on the collection environment. A major characteristic of our scheme is that it combines a schema-free, document-oriented database and an RDF database suited for flexible search. We believe that the proposed data management scheme is one able to minimize the time required for analysis and reduce the volume of meta-data associated with the sensing data acquired as a result of the search.
AB - ICT supports smart communities in their aim to build efficient and sustainable social infrastructure. To realize a smart community, it is necessary to manage and analyze data about the community including large volumes of sensing data, meta-data, as well as information on data sources and consent for use, all of which are interrelated. We propose a data management scheme capable of both high-speed search of large volumes of data for analysis, and flexible search of data which changes depending on the collection environment. A major characteristic of our scheme is that it combines a schema-free, document-oriented database and an RDF database suited for flexible search. We believe that the proposed data management scheme is one able to minimize the time required for analysis and reduce the volume of meta-data associated with the sensing data acquired as a result of the search.
KW - Distributed Processing
KW - Internet of Things
KW - NOSQL
KW - RDF
KW - Smart Community
UR - http://www.scopus.com/inward/record.url?scp=84962081609&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84962081609&partnerID=8YFLogxK
U2 - 10.1109/COMPSAC.2015.233
DO - 10.1109/COMPSAC.2015.233
M3 - Conference contribution
AN - SCOPUS:84962081609
T3 - Proceedings - International Computer Software and Applications Conference
SP - 182
EP - 187
BT - Proceedings - 2015 IEEE 39th Annual Computer Software and Applications Conference Workshops, COMPSACW 2015
A2 - Ahamed, Sheikh Iqbal
A2 - Chang, Carl K.
A2 - Crnkovic, Ivica
A2 - Hsiung, Pao-Ann
A2 - Yang, Jingwei
A2 - Huang, Gang
A2 - Chu, William
PB - IEEE Computer Society
T2 - 39th IEEE Annual Computer Software and Applications Conference Workshops, COMPSACW 2015
Y2 - 1 July 2015 through 5 July 2015
ER -