Improved Workload Distribution Scheme in Hybrid Cloud Setting
An efficient and secure mechanism to partition computations across public and private machines in a hybrid cloud setting was explored. Aiming at the restrictions in different levels for public cloud usage, the optimal risk-aware workload distribution problem was formalized as a mechanism for workloa...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2015-01-01
|
| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015024/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841529510793576448 |
|---|---|
| author | Ying Liu Quan Gan Yu Wang |
| author_facet | Ying Liu Quan Gan Yu Wang |
| author_sort | Ying Liu |
| collection | DOAJ |
| description | An efficient and secure mechanism to partition computations across public and private machines in a hybrid cloud setting was explored. Aiming at the restrictions in different levels for public cloud usage, the optimal risk-aware workload distribution problem was formalized as a mechanism for workload response time minimization. A dynamic programming approach that results in an optimal distribution of the query workload was proposed, which that searches for an optimal computation and data partitioning scheme given a query workload and public cloud usage boundaries（resource allocation cost and sensitive data disclosure）. Finally, the performance of the dynamic programming approach was evaluated. Experimental results show that the proposed scheme can lead to a major performance gain by exploiting both the hybrid cloud components without violating any pre-determined public cloud usage constraints. |
| format | Article |
| id | doaj-art-3f7c425ec48441fc9be01e6942845f76 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2015-01-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-3f7c425ec48441fc9be01e6942845f762025-01-15T03:17:38ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-01-0131778359616383Improved Workload Distribution Scheme in Hybrid Cloud SettingYing LiuQuan GanYu WangAn efficient and secure mechanism to partition computations across public and private machines in a hybrid cloud setting was explored. Aiming at the restrictions in different levels for public cloud usage, the optimal risk-aware workload distribution problem was formalized as a mechanism for workload response time minimization. A dynamic programming approach that results in an optimal distribution of the query workload was proposed, which that searches for an optimal computation and data partitioning scheme given a query workload and public cloud usage boundaries（resource allocation cost and sensitive data disclosure）. Finally, the performance of the dynamic programming approach was evaluated. Experimental results show that the proposed scheme can lead to a major performance gain by exploiting both the hybrid cloud components without violating any pre-determined public cloud usage constraints.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015024/hybrid cloudworkloadresponse timequerydynamic programming |
| spellingShingle | Ying Liu Quan Gan Yu Wang Improved Workload Distribution Scheme in Hybrid Cloud Setting Dianxin kexue hybrid cloud workload response time query dynamic programming |
| title | Improved Workload Distribution Scheme in Hybrid Cloud Setting |
| title_full | Improved Workload Distribution Scheme in Hybrid Cloud Setting |
| title_fullStr | Improved Workload Distribution Scheme in Hybrid Cloud Setting |
| title_full_unstemmed | Improved Workload Distribution Scheme in Hybrid Cloud Setting |
| title_short | Improved Workload Distribution Scheme in Hybrid Cloud Setting |
| title_sort | improved workload distribution scheme in hybrid cloud setting |
| topic | hybrid cloud workload response time query dynamic programming |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015024/ |
| work_keys_str_mv | AT yingliu improvedworkloaddistributionschemeinhybridcloudsetting AT quangan improvedworkloaddistributionschemeinhybridcloudsetting AT yuwang improvedworkloaddistributionschemeinhybridcloudsetting |