Biography and education
Ph.D. Computer Engineering, University of California Santa Cruz
Teaching Interests
Research Interests
Featured grants
- Valles Molina, Damian (Principal), Aslan, Semih (Supporting), Menezes De Carvalho, Marcelo (Supporting), Resendiz, Maria D (Supporting), Koldenhoven, Rachel Mary (Supporting), Farrell, John Wayland (Supporting), de la Cruz, Berenice (Supporting), Liu, Ting (Supporting). REU Site: Undergraduate Research Experience in Artificial Intelligence, Data Analytics, and Mixed Reality for Smart and Connected Health, National Science Fundation, Federal, $371758. (Submitted: August 2024, Funded: April 1, 2025 - March 31, 2028). Grant.
- Menezes De Carvalho, Marcelo. Wi-Fi HaLow-based Machine Monitoring Application for the Ingram Hall Makerspace, Ingram Hall Makerspace, Texas State University, $7000. (Submitted: December 19, 2025, Funded: January 16, 2026 - Present). Grant.
- Menezes De Carvalho, Marcelo (Principal), Tesic, Jelena (Co-Principal), Ikehata, Keisuke (Co-Principal), Liu, Xiangping (Co-Principal). F.L.A.S.H. - Flash Flood Local Alert & Safety Hub, Research Accelerator Program, Texas State University, $15000. (Submitted: August 7, 2025, Funded: August 11, 2025 - Present). Grant.
Featured scholarly/creative works
- Yang, Y., Hu, Y., Gursoy, M. C., & Menezes De Carvalho, M. (2026). Green Collaborative Inference in RIS-aided MEC Networks: Opportunities and Challenges. IEEE Internet of Things Magazine, 9(1), 113–119. https://doi.org/10.1109/MIOT.2025.3606797
- Rahman, M. S., & Menezes De Carvalho, M. (2025). Comparative Study of Clustering Algorithms for Device Grouping in Wi-fi Halow Networks. In 44th IEEE International Performance Computing and Communications Conference (IPCCC). https://doi.org/10.1109/IPCCC66453.2025.11304673
- Ramarapu, K. S., Resendiz, M. D., Menezes De Carvalho, M., & Valles Molina, D. (2025). Multi-Modal Emotion Temporal Environment Facial Classification to Help Children with ASD. IEEE. https://doi.org/10.1109/UEMCON67449.2025.11267562
- Islam, K. S., Dutta, A. K., Anwar, A. S., & Menezes De Carvalho, M. (n.d.). Reasoning under Uncertainty in Multi-Agent Reinforcement Learning (MARL) with Upper Confidence Bound (UCB) Technique. In IEEE Annual Computing and Communication Workshop and Conference (CCWC).
- Bowler, D. W., Deinhardt, A. M., Menezes De Carvalho, M., Liu, T., & Valles Molina, D. (2025). Simulation-Based Smart Home Architecture for Autism Support Using CSI-Based Movement Detection. In 11th National Workshop for REU Research in Networking and Systems (REUNS 2025) in the 22nd IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2025) (pp. 705–710). IEEE. https://doi.org/10.1109/MASS66014.2025.00115
Featured awards
- Award / Honor Recipient: Best Paper Award, 16th Annual Workshop on ns-3. June 5, 2024
- Award / Honor Recipient: Distinguished Service Award, Track Chair, IEEE Cloud Summit, 2025. June 27, 2025
- Award / Honor Recipient: Honourable Mention, ACM International Conference on Interactive Media Experiences (IMX). June 13, 2024
- Award / Honor Recipient: Best Paper Award, XXVIII Brazilian Symposium on Multimedia and Web (WebMedia). November 11, 2022
- Award / Honor Nominee: IEEE Signal Processing Cup Student Competition (Team Supervisor), IEEE Signal Processing Society. June 11, 2021
Featured service activities
- Chair
Program Committee Track Chair - IEEE Cloud Summit 2026
- Editor
Applied Sciences
- Member
Technical Program Committee of IEEE International Conference on Communications (ICC 2026)
- Member
Technical Program Committee of IEEE Global Communications Conference (GLOBECOM)
- Member
Technical Program Committee of IEEE International Conference on Distributed Computing Systems (ICDCS)
- Member
Technical Program Committe of Cloud-Network Convergence Workshop (CNC)