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A multi-dimensional fairness combinatorial double-sided auction model in cloud environment

Hassanzadeh, R ; Sharif University of Technology | 2017

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  1. Type of Document: Article
  2. DOI: 10.1109/ISTEL.2016.7881907
  3. Publisher: Institute of Electrical and Electronics Engineers Inc , 2017
  4. Abstract:
  5. In cloud investment markets, consumers are looking for the lowest cost and a desirable fairness while providers are looking for strategies to achieve the highest possible profit and return. Most existing models for auction-based resource allocation in cloud environments only consider the overall profit increase and ignore the profit of each participant individually or the difference between the rich and the poor participants. This paper proposes a multi-dimensional fairness combinatorial double auction (MDFCDA) model which strikes a balance between the revenue and the fairness among participants. We solve a winner determination problem (WDP) through integer programming which incorporates the fairness attribute based on the history of participants which is stored in a repository. Our evaluation results show that the proposed model increases the willingness of participants to take part in the next auction rounds. Moreover the average percentage of resources utilization is increased. © 2016 IEEE
  6. Keywords:
  7. Cloud computing ; Economics ; Profitability ; Resource allocation ; Auction ; Cloud environments ; Combinatorial double auctions ; Double sided auctions ; Evaluation results ; Fairness ; Resources utilizations ; Winner determination problem ; Integer programming
  8. Source: 2016 8th International Symposium on Telecommunications, IST 2016, 27 September 2016 through 29 September 2016 ; 2017 , Pages 672-677 ; 9781509034345 (ISBN)
  9. URL: https://ieeexplore.ieee.org/document/7881907