Title :
Big data in memory: Benchimarking in memory database using the distributed key-value store for machine to machine communication
Author :
Iwazume, Michiaki ; Iwase, Takahiro ; Tanaka, Kiyoshi ; Fujii, Hiromitsu ; Hijiya, Makoto ; Haraguchi, Harumi
Author_Institution :
Universal Commun. Res. Inst., Nat. Inst. of Inf. & Commun. Technol., Kyoto, Japan
fDate :
June 30 2014-July 2 2014
Abstract :
The Universal Communication Research Institute (UCRI), NICT conducts research and development on universal communication technologies: multi-lingual machine translation, spoken dialogue, information analysis and ultra-realistic interaction technologies, through which people can truly interconnect, anytime, anywhere, about any topic, and by any method, transcending the boundaries of language, culture, ability and distance. To enhance the universal communication technology, we are trying to develop a large-scale information infrastructure which collects and stores diverse information including huge volumes of web pages from the networks. The one of most important key technologies to realize a large-scaled information infrastructure is a distributed in memory database system. In this paper, we introduced a large-scale information infrastructure, mainly explaining a distributed in-memory database system “okuyama” which is a key technology on our project. We examined the I/O performance of the in memory storage, which verified whether if “okuyama” meet requirements for the infrastructure. Furthermore we give a blueprint of cluster systems on which the infrastructure will be constructed.
Keywords :
Big Data; database management systems; natural language processing; social networking (online); Big data; NICT; UCRI; Universal Communication Research Institute; Web pages; distributed key-value store; information analysis; large-scale information infrastructure; machine to machine communication; memory database system; multilingual machine translation; social network services; spoken dialogue; ultra-realistic interaction technologies; universal communication technologies; Big data; Communications technology; Computers; Crawlers; Database systems; Distributed databases; Big Data; In Memory Database; Key-Value Store; Machine to Machine Communication;
Conference_Titel :
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2014 15th IEEE/ACIS International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/SNPD.2014.6888748