| Title: | a comparative evaluation of cache strategies for elastic caching platforms |
| Author: | Qin Xiulei
; Zhang Wenbo
; Wang Wei
; Wei Jun
; Zhong Hua
; Huang Tao
|
| Source: | Proceedings - International Conference on Quality Software
|
| Conference Name: | 11th International Conference on Quality Software, QSIC 2011
|
| Conference Date: | 13-Jul-02
|
| Issued Date: | 2011
|
| Conference Place: | Madrid, Spain
|
| Keyword: | Availability
; Scalability
|
| Publish Place: | United States
|
| Indexed Type: | EI
|
| ISSN: | 15506002
|
| ISBN: | 9780769544687
|
| Department: | (1) Institute of Software, Chinese Academy of Sciences, Beijing, China; (2) State Key Laboratory of Computer Science, Chinese Academy of Sciences, Beijing, China; (3) Graduate University, Chinese Academy of Sciences, Beijing, China
|
| Sponsorship: | Computer Science School of the Universidad Complutense de Madrid; Madrid Convention Bureau of the Madrid City Council
|
| English Abstract: | With the rapid development of cloud computing, traditional TP applications are evloving into the Extreme Transaction Processing (XTP) applications which are characterized by exceptionally demanding performance, scalability, availability, security, manageability and dependability require requirements, elastic caching platforms (ECPs) are introduced to help meet these requirements. Three popular cache strategies for ECPs have been proposed, say replicated strategy, partitioned strategy and near strategy. According to our investigations, many ECPs support multiple cache strategies. In this paper, we evaluate the impact of the three cache strategies using the TPC-W benchmark. To the best of our knowledge, this paper is the first evaluation of distributed cache strategies for ECPs. The main contribution of this work is guidelines that could help system administrators decide effectively which cache strategy would perform better under different conditions. Our work shows that the selection of the best cache strategy is related with workload patterns, cluster size and the number of concurrent users. We also find that four important metrics (number of "get" operations, message throughput, get/put ratio, and cache hit rate) could be used to help characterize the current condition. © 2011 IEEE. |
| Content Type: | 会议论文
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| URI: | http://ir.iscas.ac.cn/handle/311060/14395
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| Appears in Collections: | 软件工程技术研究开发中心 _会议论文
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| A Comparative Evaluation of Cache Strategies for Elastic Caching Platforms.pdf（581KB） | -- | -- | 限制开放 | -- | 联系获取全文 |
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| Recommended Citation: | |
Qin Xiulei,Zhang Wenbo,Wang Wei,et al. a comparative evaluation of cache strategies for elastic caching platforms[C]. 见:11th International Conference on Quality Software, QSIC 2011. Madrid, Spain. 13-Jul-02.
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