Abstract
Delegating calculation is an important approach to solve the correctness and reliability of task subcontracting and delegating calculation results in cloud computing environment. However, the dynamic, complexity and openness of cloud computing bring unprecedented risks to the security and reliability of computing tasks. To solve the problem the new approach is presented. Firstly, the game theory is introduced into the delegating calculation, and the single-client and multi-server rational delegating calculation game model is given. Secondly, the Zero-determinant Strategy scheme based on delegating calculation is constructed through implementing the single-client and single-server rational delegating calculation protocol and Zero-determinant Strategy, and the conditions of the existence of Nash equilibrium of Zero-determinant Strategy is analyzed. Then, through the iterative implementation of the Zero-determinant Strategy, the participants will cooperate with each other actively. Finally, the performance analysis results show that the entrusting party can regulate the betrayers in the computing party through Zero-determinant Strategy to ensure the interests of honest people in cloud computing.
Highlights
In the era of big data, whether there is a large amount of data, such as governments, enterprises and individuals, needs to be calculated and stored, which is likely to cause serious shortage of local resources
Based on the challenge of maximizing the benefits of the computing party and the cooperating party in rational delegating calculation and perspective of the entrusting party, this paper uses the Zero-determinant Strategy method to regulate the computing parties benefits according to its own preferences and benefits
3) We construct the Zero-determinant Strategy in singleclient and multi-server rational delegating computation, and analyze the existence condition of Nash equilibrium to ensure the profit of honest calculators
Summary
In the era of big data, whether there is a large amount of data, such as governments, enterprises and individuals, needs to be calculated and stored, which is likely to cause serious shortage of local resources. D. Zhang et al.: Cooperate Delegation of Computation for Rational Party Using Zero-Determinant Strategy Approach. According to the model of Press and Dyson [6], this paper studies reasonable delegation calculation in the big data environment to ensure the correctness and reliability of the calculation results. Based on the challenge of maximizing the benefits of the computing party and the cooperating party in rational delegating calculation and perspective of the entrusting party, this paper uses the Zero-determinant Strategy method to regulate the computing parties benefits according to its own preferences and benefits. 3) We construct the Zero-determinant Strategy in singleclient and multi-server rational delegating computation, and analyze the existence condition of Nash equilibrium to ensure the profit of honest calculators.
Sign-in/Register to view highlights & summary Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
