The Net-Science lab is working on the intersection of networks and machine/deep learning. Our works typically involve both theoretical and implementation components involving optimization problems, algorithm design, and systems-related research. Our primary goal is to bring recent advancements in machine learning, deep learning, and data analytics to problems that traditionally exist in the domain of networks and system design. Our recent focus has been on resource management problems of mobile edge computing systems and Internet-of-Things (IoT) as well as complex interdependent networks such as social networks and cyber-physical systems.

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