constructing a data accessing layer for in-memory data grid
文献类型：会议论文
| 作者 | Ji Shuping ; Wang Wei ; Ye Chunyang ; Wei Jun ; Liu Zhaohui |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：软件研究所
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