Projects and Grants per year
Personal profile
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):
Education/Academic qualification
Doctor of Philosophy, University Of Oporto
2014
Master of Science, University of Yazd, Iran
2009
Bachelor of Science, University of Urmia, Iran
2005
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Collaborations and top research areas from the last five years
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CAREER: Integrated and End-to-end Machine Learning Pipeline for Edge-enabled IoT Systems: A Resource-aware and QoS-aware Perspective
Khamfroush, H. (PI)
3/1/24 → 2/28/29
Project: Research project
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KY Space Grant RIA-22-049: Federated Learning-based Communication Channel Prediction for Autonomous Distributed Robotic Explorers in Moon, Mars, and Beyond
Khamfroush, H. (PI) & Martin, A. (CoI)
National Aeronautics and Space Administration
1/1/23 → 12/31/24
Project: Research project
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SCC-PG: Low-cost Smart Cities: Designing Affordable Smart Cities for All Communities
Baker, C. (PI), Erhardt, G. (CoI) & Khamfroush, H. (CoI)
10/1/20 → 9/30/22
Project: Research project
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REU Supplement: CRII: CSR: Federated Resource Management in Mobile Edge Computing
Khamfroush, H. (PI)
3/1/20 → 8/31/23
Project: Research project
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Deadline-Aware Task Offloading for Vehicular Edge Computing Networks Using Traffic Light Data
Oza, P., Hudson, N., Chantem, T. & Khamfroush, H., Jan 10 2024, In: Transactions on Embedded Computing Systems. 23, 1, 8.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
Mahanipour, A. & Khamfroush, H., 2024, Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024. p. 548-555 8 p. (Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment
Mahanipour, A. & Khamfroush, H., 2024, Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024. p. 166-173 8 p. (Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
QoS-aware edge AI placement and scheduling with multiple implementations in FaaS-based edge computing
Hudson, N., Khamfroush, H., Baughman, M., Lucani, D. E., Chard, K. & Foster, I., Aug 2024, In: Future Generation Computer Systems. 157, p. 250-263 14 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Adaptive-Persistent Nonorthogonal Random Access Scheme for URLL Massive IoT Networks
Ebrahimi, M. M., Khamforoosh, K., Amini, M. R., Sheikhahmadi, A. & Khamfroush, H., Mar 1 2023, In: IEEE Systems Journal. 17, 1, p. 1660-1671 12 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations