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MIFaaS: A Mobile-IoT-Federation-as-a-Service Model for dynamic cooperation of IoT Cloud Providers

机译:MIFaaS:一种用于物联网云提供商动态合作的移动物联网联合即服务模型

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摘要

In the Internet of Things (IoT) arena, a constant evolution is observed towards the deployment of integrated environments, wherein heterogeneous devices pool their capacities to match wide-ranging user requirements. Solutions for efficient and synergistic cooperation among objects are, therefore, required. This paper suggests a novel paradigm to support dynamic cooperation among private/public local clouds of IoT devices. Differently from . device-oriented approaches typical of Mobile Cloud Computing, the proposed paradigm envisages an . IoT Cloud Provider (ICP)-oriented cooperation, which allows all devices belonging to the same private/public owner to participate in the federation process. Expected result from dynamic federations among ICPs is a remarkable increase in the amount of service requests being satisfied. Different from the Fog Computing vision, the network edge provides only management support and supervision to the proposed Mobile-IoT-Federation-as-a-Service (MIFaaS), thus reducing the deployment cost of peripheral micro data centers. The paper proposes a coalition formation game to account for the interest of rational cooperative ICPs in their own payoff. A proof-of-concept performance evaluation confirms that obtained coalition structures not only guarantee the satisfaction of the players' requirements according to their utility function, but also these introduce significant benefits for the cooperating ICPs in terms of number of tasks being successfully assigned.
机译:在物联网(IoT)领域中,可以观察到朝着集成环境的部署不断发展的趋势,其中异构设备集中其能力以适应广泛的用户需求。因此,需要用于对象之间的有效和协同合作的解决方案。本文提出了一种新颖的范例来支持物联网设备的私有/公共本地云之间的动态合作。与有所不同。提出的范例是移动云计算中典型的面向设备的方法。面向IoT云提供商(ICP)的合作,允许属于同一私有/公有所有者的所有设备参与联盟流程。 ICP之间动态联盟的预期结果是,满足的服务请求数量显着增加。与Fog Computing愿景不同,网络边缘仅对提议的移动IoT联合身份验证即服务(MIFaaS)提供管理支持和监督,从而降低了外围微数据中心的部署成本。本文提出了一个联盟形成博弈,以考虑理性合作社ICP在其自身收益中的利益。概念验证的性能评估证实,获得的联盟结构不仅可以保证根据其效用函数满足玩家的要求,而且就成功分配任务的数量而言,这也为合作的ICP带来了明显的好处。

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