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Title:
constructing a data accessing layer for in-memory data grid
Author: Ji Shuping ; Wang Wei ; Ye Chunyang ; Wei Jun ; Liu Zhaohui
Source: 4th Asia-Pacific Symposium on Internetware, Internetware 2012
Conference Name: 4th Asia-Pacific Symposium on Internetware, Internetware 2012
Conference Date: October 30, 2012 - October 31, 2012
Issued Date: 2012
Conference Place: Qingdao, China
Keyword: Data processing ; Middleware ; Product design
Indexed Type: EI
ISBN: 9781450318884
Department: (1) Technology Center of Software Engineering Institute of Software Chinese Academy of Sciences Beijing 100190 China
Sponsorship: CCF-TSE; CCF-TSS
Abstract: 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.
English Abstract: 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.
Language: 英语
Content Type: 会议论文
URI: http://ir.iscas.ac.cn/handle/311060/15808
Appears in Collections:软件所图书馆_会议论文

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Recommended Citation:
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.
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