Xueqing (Summer) Huang is an associate professor of computer science at New York Institute of Technology. She obtained her Ph.D. in electrical engineering from New Jersey Institute of Technology (NJIT) in 2017, where she worked on NSF grants on greening mobile edge computing, interned as a co-op student at Bell Labs (Murray Hill, N.J.), and won the NJIT Newark College of Engineering (NCE) Outstanding Doctoral Dissertation & Outstanding Graduate Student awards.
Huang's main areas of research are mobile edge computing, data-driven optimization, and Internet of Things (IoT) applications. She has published more than 45 journal articles and conference papers. Huang has served as a reviewer for numerous journals and conferences, such as IEEE Transactions on Wireless Communications, IEEE Transactions on Mobile Computing, IEEE Transactions on Vehicular Technology, IEEE Journal on Selected Areas in Communications, and IEEE Network Magazine. She has also served as a technical program and organizing committeemember for various IEEE conferences.
Recent Projects and Research
- Wireless Mobile Edge Computing: resilient vehicle networks, physical-layer security of IoT devices, crowdsourced video content generation, storage, and distribution
- Data Science: energy management for residential buildings, stem cell study, and precision medicine
Selected Publications
- Hongjia Li, Chang Yang, Liming Wang, Nirwan Ansari, Ding Tang, Xueqing Huang, Zhen Xu, Dan Hu, "A Cooperative Defense Framework against Application-level DDoS Attacks on Mobile Edge Computing Services," IEEE Transactions on Mobile Computing, vol. 22, no. 1, pp. 1–18, 1 Jan. 2023.
- Xueqing Huang and Nirwan Ansari. "Content Caching and Distribution at Wireless Mobile Edge," IEEE Transactions on Cloud Computing, vol. 10, no. 3, pp. 1688–1700, 1 July–Sept. 2022.
- Xueqing Huang, Nirwan Ansari, Siqi Huang, and Wenjia Li, "Dynamic Bayesian Network Based Security Analysis for Physical Layer Key Extraction," IEEE Open Journal of the Communications Society (Invited Paper), vol. 3, pp. 379–390, 2022.
- Siqi Huang, Xueqing Huang, and Nirwan Ansari, "Budget-aware Video Crowdsourcing at the Cloud-enhanced Mobile Edge," IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 2123–2137, June 2021.
- Mengmeng Zhu, Xueqing Huang, Hoang Pham, "A Random Field Environment-Based Multidimensional Time Dependent Resilience Modeling of Complex Systems," IEEE Transactions on Computational Social Systems, vol. 8, no. 6, pp. 1427–1437, Dec. 2021.
- Ehsan Kamel, Shaya Sheikh, Xueqing Huang, "Data-driven predictive models for residential building energy use based on the segregation of heating and cooling days," Elsevier Editorial System for Energy, Volume 206, 2020.
Courses Taught at New York Tech
- CSCI 235: Elements of Discrete Structure
- CSCI 312: Theory of Computation
- CSCI 335: Design and Analysis of Algorithms
- CSCI 415, CSCI 657: Introduction to Data Mining
- CSCI 436, CSCI 636, DTSC 701: Big Data Management and Analytics
- CSCI 440, ITEC 440, INCS 615: Network Security and Perimeter Protection
- CSCI 460: Special Topics I
- DTSC 710: Machine Learning
- CSCI 860, EENG 860: Special Topics
- CSCI 870, INCS 870: Project I
- CSCI 889, CSCI 890: MS Thesis I
- CSCI 891: MS Thesis II