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A cooperative game for online cloud federation formation based on security risk assessment

Martine Bellaïche, Adel Abusitta and Talal Halabi

Paper (2018)

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Abstract

Cloud federations allow Cloud Service Providers (CSPs) to deliver more efficient service performance by interconnecting their Cloud environments and sharing their resources. However, the security of the federated Cloud service could be compromised if the resources are shared with relatively insecure and unreliable CSPs. In this paper, we propose a Cloud federation formation model that considers the security risk levels of CSPs. We start by quantifying the security risk of CSPs according to well defined evaluation criteria related to security risk avoidance and mitigation, then we model the Cloud federation formation process as a hedonic coalitional game with a preference relation that is based on the security risk levels and reputations of CSPs. We propose a federation formation algorithm that enables CSPs to cooperate while considering the security risk introduced to their infrastructures, and refrain from cooperating with undesirable CSPs. According to the stability-based solution concepts that we use to evaluate the game, the model shows that CSPs will be able to form acceptable federations on the fly to service incoming resource provisioning requests whenever required.

Uncontrolled Keywords

security; cloud computing; games; risk management; computational modeling; game theory; quality of service; cloud security; cloud federation; security risk assessment; coalitional game;

Department: Department of Computer Engineering and Software Engineering
PolyPublie URL: https://publications.polymtl.ca/40297/
Conference Title: 5th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud 2018) / 2018 4th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom 2018)
Conference Location: Shanghai, China
Conference Date(s): 2018-06-22 - 2018-06-24
Publisher: IEEE
DOI: 10.1109/cscloud/edgecom.2018.00023
Official URL: https://doi.org/10.1109/cscloud/edgecom.2018.00023
Date Deposited: 18 Apr 2023 15:02
Last Modified: 05 Apr 2024 11:36
Cite in APA 7: Bellaïche, M., Abusitta, A., & Halabi, T. (2018, June). A cooperative game for online cloud federation formation based on security risk assessment [Paper]. 5th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud 2018) / 2018 4th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom 2018), Shanghai, China. https://doi.org/10.1109/cscloud/edgecom.2018.00023

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