constructing a data accessing layer for in-memory data grid

CORC > 软件研究所 > 软件所图书馆 > 会议论文

	constructing a data accessing layer for in-memory data grid
	Ji Shuping ; Wang Wei ; Ye Chunyang ; Wei Jun ; Liu Zhaohui
	2012
会议名称	4th Asia-Pacific Symposium on Internetware, Internetware 2012
会议日期	October 30, 2012 - October 31, 2012
会议地点	Qingdao, China
关键词	Data processing Middleware Product design
页码	-
中文摘要	In-memory data grid (IMDG) is a novel data processing middleware for Internetware. It provides higher scalability and performance compared with traditional rational database. However, because the data stored in IMDG must follow the key/value data model, new challenges have been proposed. One important aspect is that IMDG does not support standard data accessing languages such as JPA and SQL, and application developers must design their programs according to the peculiarities of an IMDG product. This results in complex and error-prone code, especially for the programmers who have no deep understanding of IMDG. In this paper, we propose a data accessing reference architecture for IMDG and a methodology to design and implement its data accessing layer. In this methodology, data accessing engine construction, data model designation and join operation supporting are presented. Moreover, following this methodology, we develop and implement a JPA compatible data accessing engine for Hazelcast as a case study, which proves the feasibility of our approach. Copyright 2012 ACM.
英文摘要	In-memory data grid (IMDG) is a novel data processing middleware for Internetware. It provides higher scalability and performance compared with traditional rational database. However, because the data stored in IMDG must follow the key/value data model, new challenges have been proposed. One important aspect is that IMDG does not support standard data accessing languages such as JPA and SQL, and application developers must design their programs according to the peculiarities of an IMDG product. This results in complex and error-prone code, especially for the programmers who have no deep understanding of IMDG. In this paper, we propose a data accessing reference architecture for IMDG and a methodology to design and implement its data accessing layer. In this methodology, data accessing engine construction, data model designation and join operation supporting are presented. Moreover, following this methodology, we develop and implement a JPA compatible data accessing engine for Hazelcast as a case study, which proves the feasibility of our approach. Copyright 2012 ACM.
收录类别	EI
会议主办者	CCF-TSE; CCF-TSS
会议录	4th Asia-Pacific Symposium on Internetware, Internetware 2012
语种	英语
ISBN号	9781450318884
内容类型	会议论文
源URL	[http://ir.iscas.ac.cn/handle/311060/15808]
专题	软件研究所_软件所图书馆_会议论文
推荐引用方式 GB/T 7714	Ji Shuping,Wang Wei,Ye Chunyang,et al. constructing a data accessing layer for in-memory data grid[C]. 见:4th Asia-Pacific Symposium on Internetware, Internetware 2012. Qingdao, China. October 30, 2012 - October 31, 2012.