Online auction-based resource scheduling in grid computing networks
The aim of this article is to introduce a novel auction-based algorithm for grid computing wireless networks and resolve some incompetence with dynamic mechanisms. We develop a reverse online auction method to allocate grid resources, where the grid resource providers arrive dynamically and user bro...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2016-10-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147716673930 |
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| _version_ | 1832547312605331456 |
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| author | Lili Ding Long Chang Lei Wang |
| author_facet | Lili Ding Long Chang Lei Wang |
| author_sort | Lili Ding |
| collection | DOAJ |
| description | The aim of this article is to introduce a novel auction-based algorithm for grid computing wireless networks and resolve some incompetence with dynamic mechanisms. We develop a reverse online auction method to allocate grid resources, where the grid resource providers arrive dynamically and user broker has to make a multi-attribute decision whether to sell tasks or not before the end of current round. In our approach, a trade-some-with-forecast algorithm is proposed to help the user broker to utilize his forecast ability to allocate the grid resource in an online setting. Furthermore, two reverse online auction-based protocols are presented to demonstrate the resource scheduling in grid computing wireless networks. Experiments show that the reverse online auction-based with forecast protocol has better performance in comparison with the reverse online auction-based protocol. It is efficient in terms of auction stages, user satisfaction, and successful forecast. |
| format | Article |
| id | doaj-art-b34c0ee9bcc042b0957a3f97b0d08f58 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2016-10-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-b34c0ee9bcc042b0957a3f97b0d08f582025-02-03T06:45:16ZengWileyInternational Journal of Distributed Sensor Networks1550-14772016-10-011210.1177/1550147716673930Online auction-based resource scheduling in grid computing networksLili Ding0Long Chang1Lei Wang2School of Economics, Ocean University of China, Qingdao, ChinaSchool of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao, ChinaSchool of Economics and Management, Shandong University of Science and Technology, Qingdao, ChinaThe aim of this article is to introduce a novel auction-based algorithm for grid computing wireless networks and resolve some incompetence with dynamic mechanisms. We develop a reverse online auction method to allocate grid resources, where the grid resource providers arrive dynamically and user broker has to make a multi-attribute decision whether to sell tasks or not before the end of current round. In our approach, a trade-some-with-forecast algorithm is proposed to help the user broker to utilize his forecast ability to allocate the grid resource in an online setting. Furthermore, two reverse online auction-based protocols are presented to demonstrate the resource scheduling in grid computing wireless networks. Experiments show that the reverse online auction-based with forecast protocol has better performance in comparison with the reverse online auction-based protocol. It is efficient in terms of auction stages, user satisfaction, and successful forecast.https://doi.org/10.1177/1550147716673930 |
| spellingShingle | Lili Ding Long Chang Lei Wang Online auction-based resource scheduling in grid computing networks International Journal of Distributed Sensor Networks |
| title | Online auction-based resource scheduling in grid computing networks |
| title_full | Online auction-based resource scheduling in grid computing networks |
| title_fullStr | Online auction-based resource scheduling in grid computing networks |
| title_full_unstemmed | Online auction-based resource scheduling in grid computing networks |
| title_short | Online auction-based resource scheduling in grid computing networks |
| title_sort | online auction based resource scheduling in grid computing networks |
| url | https://doi.org/10.1177/1550147716673930 |
| work_keys_str_mv | AT liliding onlineauctionbasedresourceschedulingingridcomputingnetworks AT longchang onlineauctionbasedresourceschedulingingridcomputingnetworks AT leiwang onlineauctionbasedresourceschedulingingridcomputingnetworks |