Caching and Pricing based on Blockchain in a Cache-delivery Market

Yuanzhuo Lin, Hui Tian, Jiazhi Ren, Shaoshuai Fan
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引用次数: 3

Abstract

The cache-delivery market is generally composed of Content Provider (CP), users, and Mobile Network Operator (MNO) equipped with Base Stations (BSs). In order to deal with the dishonest problems of different parties, we build a caching-chain network based on blockchain. This network is a pure peer-to-peer system, which allows file acquisition transactions without going through a centralized issuer or controller, but attains a reliable and tamper-proof value transfer. The utilization of smart contracts protects the interests of all parties in the untrusted caching market. By reasonably distributing the reward of generating new blocks, we can motivate the MNO to allocate more resources for offloading the traffic of the CP. In addition, we use the linear regression model to predict user mobility and design the cache placement policy accordingly. Furthermore, we compare the performance of three caching algorithms through simulation. And the simulation results show that an appropriate choice of parameters can raise the CP’s profit.
缓存交付市场中基于区块链的缓存和定价
缓存交付市场通常由内容提供商(CP)、用户和配备基站(BSs)的移动网络运营商(MNO)组成。为了解决各方的不诚实问题,我们建立了一个基于区块链的缓存链网络。该网络是一个纯粹的点对点系统,它允许文件获取交易,而无需通过集中的发行者或控制器,但实现了可靠和防篡改的价值传输。智能合约的使用保护了不可信缓存市场中各方的利益。通过合理分配生成新块的奖励,可以激励MNO分配更多的资源来卸载CP的流量。此外,我们使用线性回归模型来预测用户迁移并设计相应的缓存放置策略。此外,我们通过仿真比较了三种缓存算法的性能。仿真结果表明,选择合适的参数可以提高CP的利润。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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