A framework for analyzing monetary cost of database systems in the cloud
In this paper, we propose to develop a framework to analyze the monetary cost of running database systems in the public cloud. The framework offers guidelines and methodologies in analyzing and estimating monetary cost of database systems. It consists of multiple components including categorizing da...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Conference Paper |
| Language: | English |
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2013
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| Online Access: | https://hdl.handle.net/10356/101262 http://hdl.handle.net/10220/16709 |
| _version_ | 1811676830152785920 |
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| author | Chen, Changbing He, Bingsheng |
| author2 | School of Computer Engineering |
| author_facet | School of Computer Engineering Chen, Changbing He, Bingsheng |
| author_sort | Chen, Changbing |
| collection | NTU |
| description | In this paper, we propose to develop a framework to analyze the monetary cost of running database systems in the public cloud. The framework offers guidelines and methodologies in analyzing and estimating monetary cost of database systems. It consists of multiple components including categorizing database performance tuning knobs, benchmarking the price/performance of computation resources offered by the cloud provider, and building a monetary cost model. As a case study of our proposed framework, we conduct an in-depth study on two popular open-source database systems with respect to two cloud providers. We find that evaluating a query spans a wide range of monetary costs (with a difference up to 91%), and the experimental results demonstrate the accuracy of our monetary cost estimation. |
| first_indexed | 2024-10-01T02:27:42Z |
| format | Conference Paper |
| id | ntu-10356/101262 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T02:27:42Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | ntu-10356/1012622020-05-28T07:17:45Z A framework for analyzing monetary cost of database systems in the cloud Chen, Changbing He, Bingsheng School of Computer Engineering International Conference of Web-Age Information Management (14th : 2013) DRNTU::Engineering::Computer science and engineering In this paper, we propose to develop a framework to analyze the monetary cost of running database systems in the public cloud. The framework offers guidelines and methodologies in analyzing and estimating monetary cost of database systems. It consists of multiple components including categorizing database performance tuning knobs, benchmarking the price/performance of computation resources offered by the cloud provider, and building a monetary cost model. As a case study of our proposed framework, we conduct an in-depth study on two popular open-source database systems with respect to two cloud providers. We find that evaluating a query spans a wide range of monetary costs (with a difference up to 91%), and the experimental results demonstrate the accuracy of our monetary cost estimation. 2013-10-23T05:51:37Z 2019-12-06T20:35:47Z 2013-10-23T05:51:37Z 2019-12-06T20:35:47Z 2013 2013 Conference Paper Chen, C. B., & He, B. S. (2013). A framework for analyzing monetary cost of database systems in the cloud. Proceedings of the 14th International Conference, WAIM 2013: Lecture Notes in Computer Science, 7923, 118-129. https://hdl.handle.net/10356/101262 http://hdl.handle.net/10220/16709 10.1007/978-3-642-38562-9_13 en |
| spellingShingle | DRNTU::Engineering::Computer science and engineering Chen, Changbing He, Bingsheng A framework for analyzing monetary cost of database systems in the cloud |
| title | A framework for analyzing monetary cost of database systems in the cloud |
| title_full | A framework for analyzing monetary cost of database systems in the cloud |
| title_fullStr | A framework for analyzing monetary cost of database systems in the cloud |
| title_full_unstemmed | A framework for analyzing monetary cost of database systems in the cloud |
| title_short | A framework for analyzing monetary cost of database systems in the cloud |
| title_sort | framework for analyzing monetary cost of database systems in the cloud |
| topic | DRNTU::Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/101262 http://hdl.handle.net/10220/16709 |
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