JOURNAL ARTICLE

Game theoretic approach to resource provisioning in a distributed cloud

Abstract

In a distributed cloud environment that we propose in this paper, resource providers (KP) compete to provide resources to the users. This paper discusses how resources are allocated to users by using an Auction Game. We use a simultaneous Auction mechanism and select a set of winners once we receive all contributions or bids. In a real world scenario, users request resources with multiple capabilities, and in order to find such resources we use a contribution mechanism where service providers will provide a contribution price to users for providing a resource. Users use our proposed auction mechanism to select the resources from RP's. We discuss how Nash equilibrium can be achieved and how we can avoid the problem of free riders in the distributed cloud.

Keywords:
Computer science Cloud computing Provisioning Nash equilibrium Resource (disambiguation) Game theory Resource management (computing) Service provider Order (exchange) Resource allocation Set (abstract data type) Distributed computing Service (business) Computer network Business Microeconomics Operating system

Metrics

7
Cited By
4.03
FWCI (Field Weighted Citation Impact)
23
Refs
0.95
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Blockchain Technology Applications and Security
Physical Sciences →  Computer Science →  Information Systems
Caching and Content Delivery
Physical Sciences →  Computer Science →  Computer Networks and Communications
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