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To subscribe, or not to subscribe: Modeling and analysis of service paradigms in cellular markets

机译:订阅或不订阅:蜂窝市场中服务范例的建模和分析

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Traditionally customers subscribe to specific providers and are served by accessing base stations (BSs) of the network of their provider. Inevitably subscribers with relatively “high” usage pattern and data-rate requirements are subsidized by the ones with lower usage and data-rates. As the wireless technology advances, a diverse set of services will be available. This paper introduces the “flex service” paradigm that allows a customer to dynamically access BSs of different providers based on various criteria, such as profile, network conditions, and offered prices. “Flex users” can select the appropriate provider and BS on a per-session basis. This work considers a diverse customer population with respect to their demand, their preference on data-rate over price, their tolerance on the blocking probabilities of their sessions, and their willingness to pay for certain services. Users can dynamically decide to buy a long-term subscription or become flex users. In this paper, we develop a rich framework for modeling and analysis of such markets in different spatio-temporal scales. We analyze the evolution of markets with the flex service paradigm, focusing on whether it can improve the quality-of-service (QoS), social welfare, flexibility and further enhance the competition among providers. The main contribution of this paper is detailed modeling and indepth performance analysis of such complex markets, in different spatial and temporal scales. It considers the perspective of clients, providers, and regulators. It demonstrates the benefits of markets with the flex service paradigm and compares them with the ones that only offer subscription contracts.
机译:传统上,客户订阅特定的提供商,并通过访问其提供商网络的基站(BS)进行服务。不可避免地,具有相对“高”使用模式和数据速率要求的订户将得到具有较低使用和数据速率的订户的补贴。随着无线技术的发展,将提供各种各样的服务。本文介绍了“灵活服务”范式,该范式允许客户根据各种标准(例如,配置文件,网络条件和提供的价格)动态访问不同提供商的BS。 “弹性用户”可以按会话选择合适的提供商和BS。这项工作考虑了不同的客户群体,包括他们的需求,他们对数据速率而不是价格的偏爱,对会话阻塞可能性的容忍度以及对某些服务付款的意愿。用户可以动态决定购买长期订阅或成为弹性用户。在本文中,我们开发了一个丰富的框架,用于在不同时空范围内对此类市场进行建模和分析。我们使用弹性服务范式来分析市场的演变,重点在于它是否可以改善服务质量(QoS),社会福利,灵活性并进一步增强提供商之间的竞争。本文的主要贡献是对这种复杂市场在不同时空尺度上的详细建模和深入绩效分析。它考虑了客户,提供者和监管者的观点。它通过弹性服务范式展示了市场的优势,并将其与仅提供订阅合同的市场进行了比较。

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