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University profile
Dr. Zhu joined Montclair State University as an associate professor from Southern Illinois University Carbondale, where she was a tenured associate professor and director of undergraduate program in the department of Computer Science. Prior to that, she completed her dissertation in the Computer Science and Mathematics division of Oak Ridge National Laboratories (ORNL). Her research areas focus on parallel and distributed computing and big data system. She has published about 100 peer-reviewed articles in various journals and conferences. She received a total of over two million research and education grants from various agencies such as NSF, DOE, ORNL, Illinois State Board of Education and NVidia company.
Research interests
Focus on parallel and distributed computing and big data system.
Scholarly Interests
Parallel and Distributed Computing, Distributed Systems and Big Data.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Projects
- 1 Finished
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A POMDP-based Robot-Human Trust Model for Human-Robot Collaboration
Tilloo, P., Parron, J., Obidat, O., Zhu, M. & Wang, W., 2022, 2022 12th International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2022. Institute of Electrical and Electronics Engineers Inc., p. 1009-1014 6 p. (2022 12th International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Chebyshev's inequality-based multisensor data fusion in self-organizing sensor networks
Zhu, M., Brooks, R. R., Ding, S., Wu, Q., Rao, N. S. V. & Iyengar, S. S., 30 May 2022, Distributed Sensor Networks: Image and Sensor Signal Processing. CRC Press, Vol. 1. p. 553-567 15 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Example DSN control hierarchy
Zhu, M., Iyengar, S. S., Lamb, J., Brooks, R. R. & Pirretti, M., 30 May 2022, Distributed Sensor Networks: Sensor Networking and Applications. CRC Press, Vol. 2. p. 713-746 34 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Self-configuration
Brooks, R. R., Pirretti, M., Lamb, J., Zhu, M. & Iyengar, S. S., 30 May 2022, Distributed Sensor Networks: Sensor Networking and Applications. CRC Press, Vol. 2. p. 577-619 43 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Adaptive virtual machine migration based on performance-to-power ratio in fog-enabled cloud data centers
Khaleel, M. I. & Zhu, M. M., 2021, (Accepted/In press) In: Journal of Supercomputing.Research output: Contribution to journal › Article › peer-review
5 Scopus citations