A resource allocation model based on double-sided combinational auctions for transparent computing
Transparent Computing (TC) is becoming a promising paradigm in network computing era. Although many researchers believe that TC model has a high requirement for the communication bandwidth, there is no research on the communication bandwidth boundary or resource allocation, which impedes the develop...
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Published in | Peer-to-peer networking and applications Vol. 11; no. 4; pp. 679 - 696 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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New York
Springer US
01.07.2018
Springer Nature B.V |
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Abstract | Transparent Computing (TC) is becoming a promising paradigm in network computing era. Although many researchers believe that TC model has a high requirement for the communication bandwidth, there is no research on the communication bandwidth boundary or resource allocation, which impedes the development of TC. This paper focuses on studying an efficient transparent computing resource allocation model in an economic view. First, under the quality of experiments (QoE) ensured, the utility function of clients and transparent computing providers (TCPs) is constructed. After that, the demand boundary of communication bandwidth is analyzed under the ideal transparent computing model. Based on the above analyses, a resource allocation scheme based on double-sided combinational auctions (DCA) is proposed so that the resource can be shared by both the service side and the client side with the welfare of the whole society being maximized. Afterward, the results scheduled in different experimental scenarios are given, which verifies the effectiveness of the proposed strategy. Overall, this work provides an effective resource allocation model for optimizing the performance of TC. |
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AbstractList | Transparent Computing (TC) is becoming a promising paradigm in network computing era. Although many researchers believe that TC model has a high requirement for the communication bandwidth, there is no research on the communication bandwidth boundary or resource allocation, which impedes the development of TC. This paper focuses on studying an efficient transparent computing resource allocation model in an economic view. First, under the quality of experiments (QoE) ensured, the utility function of clients and transparent computing providers (TCPs) is constructed. After that, the demand boundary of communication bandwidth is analyzed under the ideal transparent computing model. Based on the above analyses, a resource allocation scheme based on double-sided combinational auctions (DCA) is proposed so that the resource can be shared by both the service side and the client side with the welfare of the whole society being maximized. Afterward, the results scheduled in different experimental scenarios are given, which verifies the effectiveness of the proposed strategy. Overall, this work provides an effective resource allocation model for optimizing the performance of TC. |
Author | Wang, Jiaze Yan, Tong Zeng, Zhiwen Liu, Anfeng |
Author_xml | – sequence: 1 givenname: Jiaze surname: Wang fullname: Wang, Jiaze organization: School of Information Science and Engineering, Central South University – sequence: 2 givenname: Anfeng surname: Liu fullname: Liu, Anfeng organization: School of Information Science and Engineering, Central South University – sequence: 3 givenname: Tong surname: Yan fullname: Yan, Tong organization: Business and Management Division, Beijing Normal University - Hong Kong Baptist University United International College – sequence: 4 givenname: Zhiwen surname: Zeng fullname: Zeng, Zhiwen email: zengzhiwen@csu.edu.cn organization: School of Information Science and Engineering, Central South University |
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Keywords | Resources optimization Double-sided auctions Transparent computing Communication bandwidth boundary |
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Snippet | Transparent Computing (TC) is becoming a promising paradigm in network computing era. Although many researchers believe that TC model has a high requirement... |
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SubjectTerms | Bandwidths Communication Communications Engineering Computer Communication Networks Computing costs Economic models Engineering Information Systems and Communication Service Networks Resource allocation Signal,Image and Speech Processing Special Issue on Transparent Computing |
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Title | A resource allocation model based on double-sided combinational auctions for transparent computing |
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