| Marjan Asadinia |
Advanced computer architecture, Memory system architectures, Next-generation storage systems, Systems-on-Chip (SoC) and Networks-on-Chip (NoC), Interconnection networks, and deep learning. |
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Graphical user interfaces; Computer architectures; Simulation and performance analysis.听Fall only |
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Compilers and programming languages; Automated test case generation; software testing; Computer Science education. |
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Big data management with the focus on large-scale scientific workflows; Big data workflow scheduling; Cloud computing. |
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Data Mining, Machine Learning, Deep Learning, Feature Engineering, Data Preprocessing-Feature selection, feature extraction, and Anomaly/outlier detection. |
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Computer Science education; Human-computer interaction; Computing with human factors; Data analysis/science. |
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Network Function Virtualization(NFV); Software Defined Networking(SDN); Virtual Network Embedding(VNE). |
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Energy-efficient storage system; Thermal-aware resource management; Parallel and Distributed Computing; Cloud computing; Spatial database systems; Data Science. |
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High-performance Computing, Cloud Performance vs. Cost Tradeoff, Embedded/Low-Power Machine Learning. |
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Accessible Computing, Assistive Technology, Data Visualization and Explainable AI, Human-machine Teaming. |
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High-speed architectures. |
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Computer Vision and Image Processing. |
| Alex Modarresi |
Computer networking and security, IoT and smart systems, Software Define Networking (SDN), and ad-hoc routing protocol. |
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Mobile and wearable computing; User interface design; Mobile and hardware security; Algorithm design for embedded systems. |
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Design and analysis of algorithms. |
| Ruobin Qi |
Machine Learning, Deep Learning. |
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Data Science, Big Data Computing, Deep Learning, Computer Vision, Machine Learning, Artificial Intelligence, Robotics, Data Mining, Biometrics. |
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Artificial Intelligence, Deep Learning, Semantic Computing, Data Mining. |
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Automated assembly path planning; Geometric shape analysis; Embedded systems; Software and infrastructure applications design. |