论文标题
BlockROAM:基于区块链的未来移动网络的漫游管理系统
BlockRoam: Blockchain-based Roaming Management System for Future Mobile Networks
论文作者
论文摘要
移动服务提供商(MSP)特别容易受到漫游欺诈的影响,尤其是那些利用当代漫游管理系统数据交换过程的长时间延迟,每年造成数十亿美元的损失。在本文中,我们介绍了基于区块链的新型漫游管理系统BlockRoam,可在MSP和移动订户之间提供有效的数据交换平台。通过利用验证证明(POS)共识机制和智能合约,BlockRoam可以大大缩短信息交换延迟,从而解决漫游欺诈问题。通过密集分析,我们表明,可以通过激励更多用户(例如订户)参与网络来进一步增强此类基于POS的区块链网络的安全性和性能。此外,此类网络中的用户通常会加入股份池(例如,由MSP组成)以增加其利润。因此,我们开发了一种基于Stackelberg游戏的经济模型,以共同最大化网络用户和股票池的利润,从而鼓励用户参与。我们还提出了一种有效的方法来保证该游戏平衡的独特性。绩效评估表明,拟议的经济模型可以帮助MSP赚取更多的利润,吸引更多投资区块链网络,并提高网络的安全性和性能。
Mobile service providers (MSPs) are particularly vulnerable to roaming frauds, especially ones that exploit the long delay in the data exchange process of the contemporary roaming management systems, causing multi-billion dollars loss each year. In this paper, we introduce BlockRoam, a novel blockchain-based roaming management system that provides an efficient data exchange platform among MSPs and mobile subscribers. Utilizing the Proof-of-Stake (PoS) consensus mechanism and smart contracts, BlockRoam can significantly shorten the information exchanging delay, thereby addressing the roaming fraud problems. Through intensive analysis, we show that the security and performance of such PoS-based blockchain network can be further enhanced by incentivizing more users (e.g., subscribers) to participate in the network. Moreover, users in such networks often join stake pools (e.g., formed by MSPs) to increase their profits. Therefore, we develop an economic model based on Stackelberg game to jointly maximize the profits of the network users and the stake pool, thereby encouraging user participation. We also propose an effective method to guarantee the uniqueness of this game's equilibrium. The performance evaluations show that the proposed economic model helps the MSPs to earn additional profits, attracts more investment to the blockchain network, and enhances the network's security and performance.