Research
Research Interests
- Optical and Wireless Communication Networks.
- Non-Orthogonal Multile Access (NOMA).
- Edge Caching and Communication.
- Edge Computing and Communication.
- Algorithms Design and Analysis.
- Reinforcement Learning.
- Large Language Models (LLM).
- Protocol Learning.
- Random Access.
Mathematical Tools
- Combinatorial Optimization
- Convex Optimization
- Graph Theory
- Coding Theory
- Information Theory
Patents
- A Method for Mapping Differentiated Application Requirements to Network Slices , Salwa Mostafa, Mohammed S. Elbamby, Mohamed K. Abdel-Aziz, Mehdi Bennis.
Conference Papers
- Intent Profiling and Translation Through Emergent Communication , Salwa Mostafa, Mohammed S. Elbamby, Mohamed K. Abdel-Aziz, Mehdi Bennis, 2024 IEEE International Conference on Communications (ICC 2024),Denver, CO, USA. [ Presentation Slides ] , [ Video ]
- Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things , Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis, 2023 IEEE Global Communications Conference (GLOBECOM) Kuala Lumpur, Malaysia. [ Presentation Slides ]
- A Game Theoretical Balancing Approach for Offloaded Tasks in Edge Datacenters , Hongli Lu, GuangpingXu, Chi Wan Sung, Salwa Mostafa,Yulei Wu, 2022 42nd IEEE International Conference on Distributed Computing Systems.
- HRAft: Adaptive erasure coded data maintenance for consensus in distributed networks , Yulei Jia, GuangpingXu, Chi Wan Sung, Salwa Mostafa,Yulei Wu, to appear in Proc. 36th IEEE International Parallel and Distributed Processing Symposium (IPDPS), Lyon, France, May-Jun. 2022.
- Adaptive Erasure Coded Data Maintenance for Consensus in Distributed Networks , Yulei Jia, GuangpingXu, Chi Wan Sung, Salwa Mostafa, 2021 40th International Symposium on Reliable Distributed Systems (SRDS), PHD FORUM
- A Linear-Time Grouping Algorithm for F-RANs with Index Coding and Cache-Aided NOMA , Yongna Guo, Salwa Mostafa, Jun Zou, Chi Wan Sung, 2021 IEEE International Conference on Communications, Montreal, Canada, Jun. 2021.
- The Interplay between Index Coding, Caching, and Beamforming for Fog Radio Access Networks ,Salwa Mostafa,Chi Wan Sung, Terence H. Chan, Guangping Xu,2020 IEEE Global Communications Conference,Taipei, Taiwan, Dec. 2020. [ GLOBECOM Presentation]
- Code Rate Maximization of Cooperative Caching in Ultra-Dense Networks , Salwa Mostafa,Chi Wan Sung, Guangping Xu, The 2019 Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Istanbul, Turkey, Sep 2019. [PIMRC Presentation]
Journal Papers
- Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR , Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis, Submitted for possible publication.
- Cooperative Navigation via Relational Graphs and State Abstraction , Salwa Mostafa, Mohamed K. Abdel-Aziz, Mehdi Bennis, IEEE Networking Letter, 2023.
- A Cross-Layer Optimization Framework for Index-Coded NOMA in Cache-Aided F-RANs , Yongna Guo, Chi Wan Sung, Salwa Mostafa, Jun Zou, IEEE Transactions on Communications, 2022.
- Index Coding Algorithms: Cooperative Caching and Delivery for F-RANs, Salwa Mostafa,Chi Wan Sung, Terence H. Chan and Guangping Xu, IEEE Transactions on Vehicular Technology, 2022.
- Joint Computation and Communication Resource Allocation with NOMA and OMA Offloading for Multi-server Systems in F-RAN , Salwa Mostafa, Chi Wan Sung,Yongna Guo, IEEE Access, vol. 10, pp.24456 - 24466, 2022.
- Cooperative Caching for Ultra-Dense Fog-RANs: Information Optimality and Hypergraph Coloring , Salwa Mostafa, Chi Wan Sung, Guangping Xu and Terence H. Chan, IEEE Transactions on Communications VOL. 69, NO. 6, JUNE, 2021.
- An Incremental Learning Based Edge Caching System: From Modeling to Evaluation, Guangping Xu, Bo Tang, Liming Yuan, Yanbing Xue, Zan Gao, Salwa Mostafa, Chi Wan Sung , IEEE Access, 2020.
- Cyclic Shift Code for SAC-OCDMA Using Fiber Bragg-Grating,Salwa Mostafa, Abd El-Naser A Mohamed, Fathi E Abd El-Samie, Ahmed Nabih Zaki Rashed ,arxiv.org, 2020.
- Performance Evaluation of SAC-OCDMA System in Free Space Optics and Optical Fiber System based on Different Types of Codes ,Salwa Mostafa, Abd El-Naser A Mohamed, Fathi E Abd El-Samie, Ahmed Nabih Zaki Rashed, Wireless Personal Communications, 2017.
- Performance Analysis of Diagonal eigenvalue Unity (DEU) Code Using NAND Subtraction and Spectral Direct Detection Techniques and Its Use with Triple-Play-Services in SAC-OCDMA,Salwa Mostafa, Abd El-Naser A Mohamed, Fathi E Abd El-Samie, Ahmed Nabih Zaki Rashed,Wireless Personal Communications, 2015.
- Eradication of Multiple Access Interference Using a Modified Multi-Service Code for SAC–OCDMA ,Salwa Mostafa,Abd El-Naser A Mohamed, Fathi E Abd El-Samie, Ahmed Nabih Zaki Rashed,Wireless Personal Communications, 2015.
- Comparison Between the Performances of Different Detection Techniques in Free Space Optics,Salwa Mostafa, Abd El-Naser A Mohamed, Fathi E Abd El-Samie, Ahmed Nabih Zaki Rashed,International Journal of Review in Electronics & Communication Engineering (IJRECE), 2015.
Projects
- European Union (EU), Finland "6G-INTENSE: Intent-driven NaTive AI architecturE supporting Network-Compute abstraction and Sensing at the Deep Edge", 2024-2026, Role: Project Leader.
- NOKIA, Finland " Semantic Communications for Efficient Networking at the Edge (SCENE) ", 2023-2024, Role: Project Leader.
- European Union (EU), Finland "CENTRIC: Towards an AI-naive, user-centric air interface for 6G networks", 2023-2025, Role: Contributor.
- General Research Fund (GRF), Hong Kong, No. (9042642), "Code Design for Distributed Storage Systems with Awareness of Network Topology", HKD $700,000 , 2019-2022 , Role: Contributor.
- National Natural Science Foundation of China (NSFC), China, No. (61971309), " Coded Data Storage Service and Performance Optimization in Edge Network", RMB 650,000 , 2019-2022 , Role: Contributor.
Journal Reviews Publons
Conference Presentations
- PIMRC 2019, Istanbul, Turkey
- GLOBECOM 2020, Taipei, Taiwan
- ICDCS 2022, Bologna, Italy
- GLOBECOM 2023, Kuala Lumpur, Malaysia
- ICC 2024, Denver, CO, USA