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The era of Big Data is here now, which has brought both unprecedentedopportunities and critical challenges. In this article, from a perspective ofcognitive wireless networking, we start with a definition of Big Spectrum Databy analyzing its characteristics in terms of six Vs, i.e., volume, variety,velocity, veracity, viability, and value. We then present a high-level tutorialon research frontiers in Big Spectrum Data analytics to guide the developmentof practical algorithms. We also highlight Big Spectrum Data as the newresource for cognitive wireless networking by presenting the emerging usecases.

Big Spectrum Data: The New Resource for Cognitive Wireless Networking