SLA and cost-aware cloud service provisioning through matching game and TOPSIS model
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.
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Brac University
2020
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| Accès en ligne: | http://hdl.handle.net/10361/14059 |
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10361-140592022-01-26T10:19:59Z SLA and cost-aware cloud service provisioning through matching game and TOPSIS model Karim, Rifat Shahriar Rhythm, Shabab Hossain Islam, MD.Rakibul Kawwshik, Kazi Asif Ahmed Alam, Dr. MD. Golam Robiul Department of Computer Science and Engineering, Brac University SLA Matching game TOPSIS Cloud service Service Level Agreements This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019. Cataloged from PDF version of thesis. Includes bibliographical references (pages 33-36). Cloud service delivery is based upon Service Level Agreements (SLA) reflecting a customer and service provider signature agreement setting out the terms of the agreement, Providers must use resources efficiently to minimize the costs of provisioning services. Therefore, strategies are required that take into account multiple SLA parameters and efficient resource allocation. Recent work takes different strategies with single SLA parameters into consideration. These approaches are, however, restricted to simple workflows and to single tasks. The preparation and execution of service requests that take into account several SLA parameters such as required amount of CPU, storage, memory and price are still unresolved research challenges. In our studies we have found matching game approach can be useful in dealing with multiple criteria of cloud resources which can be allocated fairly and efficiently. The emphasis of this paper is the implementation of an SLA provisioning algorithm for game theoretical resources that takes into account the user equality and the use of resources for both. To rank the clients on the basis of their requirements against the resources provided by the clouds service and cloud services against the requirements of clients we have used TOPSIS algorithm. In our thesis, the TOPSIS implementation tests on a 4-VM cluster demonstrate how best this algorithm can be managed in a fair comparison with the Jain’s Fairness Index analysis. Rifat Shahriar Karim Shabab Hossain Rhythm MD.Rakibul Islam Kazi Asif Ahmed Kawwshik B. Computer Science 2020-10-14T04:34:04Z 2020-10-14T04:34:04Z 2019 2019-12 Thesis ID: 16101328 ID: 14201053 ID: 14301098 ID: 15101029 http://hdl.handle.net/10361/14059 en_US Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 36 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
en_US |
| topic |
SLA Matching game TOPSIS Cloud service Service Level Agreements |
| spellingShingle |
SLA Matching game TOPSIS Cloud service Service Level Agreements Karim, Rifat Shahriar Rhythm, Shabab Hossain Islam, MD.Rakibul Kawwshik, Kazi Asif Ahmed SLA and cost-aware cloud service provisioning through matching game and TOPSIS model |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019. |
| author2 |
Alam, Dr. MD. Golam Robiul |
| author_facet |
Alam, Dr. MD. Golam Robiul Karim, Rifat Shahriar Rhythm, Shabab Hossain Islam, MD.Rakibul Kawwshik, Kazi Asif Ahmed |
| format |
Thesis |
| author |
Karim, Rifat Shahriar Rhythm, Shabab Hossain Islam, MD.Rakibul Kawwshik, Kazi Asif Ahmed |
| author_sort |
Karim, Rifat Shahriar |
| title |
SLA and cost-aware cloud service provisioning through matching game and TOPSIS model |
| title_short |
SLA and cost-aware cloud service provisioning through matching game and TOPSIS model |
| title_full |
SLA and cost-aware cloud service provisioning through matching game and TOPSIS model |
| title_fullStr |
SLA and cost-aware cloud service provisioning through matching game and TOPSIS model |
| title_full_unstemmed |
SLA and cost-aware cloud service provisioning through matching game and TOPSIS model |
| title_sort |
sla and cost-aware cloud service provisioning through matching game and topsis model |
| publisher |
Brac University |
| publishDate |
2020 |
| url |
http://hdl.handle.net/10361/14059 |
| work_keys_str_mv |
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| _version_ |
1814309045729755136 |