CPS: Small: Collaborative Research: Foundations of Cyber-Physical Networks

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CPS: Small: Collaborative Research: Foundations of Cyber-Physical NetworksThe objective of this research is to investigate the foundations,methodologies, algorithms and implementations of cyberphysicalnetworks in the context of medical applications. The approach is todesign, implement and study Carenet, a medical care network, byinvestigating three critical issues in the design and constructionof cyberphysical networks: (1) rare event detection andmultidimensional analysis in cyberphysical data streams, (2)reliable and trusted data analysis with cyberphysical networks,including veracity analysis for object consolidation and redundancyelimination, entity resolution and information integration, andfeedback interaction between cyber- and physical- networks, and (3)spatiotemporal data analysis including spatiotemporal clusteranalysis, sequential pattern mining, and evolution of cyberphysicalnetworks.Intellectual merit: This project focuses on several most pressingissues in large-scale cyberphysical networks, and developsfoundations, principles, methods, and technologies of cyberphysicalnetworks. It will deepen our understanding of the foundations,develop effective and scalable methods for mining such networks,enrich our understanding of cyberphysical systems, and benefit manymission-critical applications. The study will enrich the principlesand technologies of both cyberphysical systems and informationnetwork mining.Broader impacts: The project will integrate multiple disciplines,including networked cyberphysical systems, data mining, andinformation network technology, and advance these frontiers. It willturn raw data into useful knowledge and facilitate strategicallyimportant applications, including the analysis of patient networks,combat networks, and traffic networks. Moreover, the projectsystematically generates new knowledge and contains a comprehensiveeducation and training plan to promote diversity, publicity, andoutreach.