Hierarchical Edge-Cloud Computing for Mobile Blockchain Mining Game
@article{Jiang2019HierarchicalEC, title={Hierarchical Edge-Cloud Computing for Mobile Blockchain Mining Game}, author={Suhan Jiang and Xinyi Li and Jie Wu}, journal={2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS)}, year={2019}, pages={1327-1336} }
Computation offloading has been considered as a viable solution to blockchain mining in mobile environments. In this paper, we present a two-layer computation offloading paradigm that includes an edge computing service provider (ESP) and a cloud computing service provider (CSP). We formulate a multi-leader multi-follower Stackelberg game to address the computing resource management problem in such a network, by jointly maximizing the profits of each service provider (SP) and the payoffs of…
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References
SHOWING 1-10 OF 24 REFERENCES
Optimal Pricing-Based Edge Computing Resource Management in Mobile Blockchain
- Computer Science2018 IEEE International Conference on Communications (ICC)
- 2018
This paper adopts a two-stage Stackelberg game to jointly maximize the profit of the ESP and the individual utilities of different miners and applies the backward induction to analyze the sub-game perfect equilibrium in each stage for uniform and discriminatory pricing schemes.
Optimal Auction for Edge Computing Resource Management in Mobile Blockchain Networks: A Deep Learning Approach
- Computer Science2018 IEEE International Conference on Communications (ICC)
- 2018
An optimal auction based on deep learning for the edge resource allocation for mobile blockchain with high revenue is developed based on a multi-layer neural network architecture based on an analytical solution of the optimal auction.
Social Welfare Maximization Auction in Edge Computing Resource Allocation for Mobile Blockchain
- Computer Science2018 IEEE International Conference on Communications (ICC)
- 2018
This paper proposes an auction-based edge computing resource allocation mechanism for the edge computing service provider and evaluates the performance of the auction mechanism which shows that the proposed mechanism can efficiently solve the social welfare maximization problem for the Edge Computing service provider.
Joint computation offloading and content caching for wireless blockchain networks
- Computer ScienceIEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
- 2018
This paper study computation offloading and content caching in wireless blockchain networks with MEC and an alternating direction method of multipliers (ADMM) based algorithm is proposed to solve the optimization problem in a distributed way.
Incentive mechanism for computation offloading using edge computing: A Stackelberg game approach
- Computer ScienceComput. Networks
- 2017
Leveraging Distributed Blockchain-based Scheme for Wireless Network Virtualization with Security and QoS Constraints
- Computer Science2018 International Conference on Computing, Networking and Communications (ICNC)
- 2018
This paper proposes to leverage a distributed Blockchain – also known as a public ledger – based scheme to create VWNs where primary wireless resource-owners sublease their wireless resources to mobile virtual network operators (MVNOs) using machine-to-machine communication based on the service level agreements (SLAs) between PWROs and MVNOs.
Traffic Offloading in Two-Tier Multi-Mode Small Cell Networks over Unlicensed Bands: A Hierarchical Learning Framework
- Computer ScienceKSII Trans. Internet Inf. Syst.
- 2015
This paper investigates the traffic offloading over unlicensed bands for two-tier multi-mode small cell networks as a Stackelberg game and applies a hierarchical learning framework to jointly maximize the utilities of both macro base station (MBS) and small base stations (SBSs).
Cooperative Application Execution in Mobile Cloud Computing: A Stackelberg Game Approach
- Computer ScienceIEEE Communications Letters
- 2016
This letter designs an incentive scheme, which benefits both the owner of the tasks and the mobile devices participated in task execution, and discusses the properties of the game and shows that there exists a unique Stackelberg equilibrium.
Bitcoin blockchain dynamics: The selfish-mine strategy in the presence of propagation delay
- MathematicsPerform. Evaluation
- 2016
Blockchain for IoT security and privacy: The case study of a smart home
- Computer Science2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
- 2017
This paper shows that the proposed BC-based smart home framework is secure by thoroughly analysing its security with respect to the fundamental security goals of confidentiality, integrity, and availability, and presents simulation results to highlight that the overheads are insignificant relative to its security and privacy gains.