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NIST Special Publication 500-325, Fog Computing Conceptual Model
An increasing number of people and organizations are using smart, interconnected devices, which form the so-called Internet of Things (IoT). This increase is fueled by the proliferation of mobile devices, smart sensors used to power electric grids, self-driving cars, and fitness trackers, and wireless sensors. All of these products are generating and accessing a growing amount of data that needs to be accessed more quickly and locally.
Until recently, much of this data has been managed and stored through cloud computing, a centralized network of computers and servers connected together over the Internet. But access to data through the cloud can be slow at times, because the data needs to be transported to the cloud for processing, analysis and storage.
An alternative to cloud computing is fog computing, a decentralized infrastructure in which data is accessed locally, which significantly reduces the amount of time it takes to access the data. In addition to fog computing, other concepts have been developed as alternatives to cloud computing, called mist computing, cloudlets, and edge computing. But no consensus exists on the distinction among these concepts. So NIST is releasing Special Publication 500-325, Fog Computing Conceptual Model, a report that presents the conceptual models of fog and mist computing and how they relate to cloud-based computing models for IoT.
The report not only provides the conceptual models of fog computing and its subsidiary mist computing, but it also introduces the notion of a fog node and the nodes federation model, which is composed of both distributed and centralized clusters of fog nodes operating in harmony. The report is intended to serve as a means for broad comparisons of fog computing capabilities, service models, and deployment strategies, and to provide a baseline for discussion of what fog computing is and how it may be used.