Muhammad Shuaib Siddiqui

i2CAT — Spain

Computer Science · Physical Sciences

17h-index861citations71works2.72yr avg
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Research Topics

Software-Defined Networks and 5G(24), IoT and Edge/Fog Computing(22), Caching and Content Delivery(11), Internet Traffic Analysis and Secure E-voting(10), Network Security and Intrusion Detection(9)

Publications71 total

Service Placement in Dynamic Multi-AGV Environments for Minimized Energy Consumption
IEEE Robotics and Automation Letters·2025· 1 cited
Taming Bandwidth Bottlenecks in Federated Learning via ECN-based Gradient Compression
2025
Identity management for frameworks managing northbound APIs of future networks
2025
AI-Driven NFV Service Chaining Across the Edge-to-Cloud Continuum: Placement, Fairness, and Coordination
2025Open Access
Hardware-Accelerated Edge AI Orchestration on the Multi-Tier Edge-to-Cloud Continuum
Journal of Network and Systems Management·2025· 1 cited
Preventive and Reactive Cybersecurity Techniques on IoT Devices in Healthcare Environments
2025· 1 citedOpen Access
A Zero-Knowledge-Based Approach for Secure Inter-Slice Communication in 6G Networks
2025
Evaluating and enhancing intrusion detection systems in IoMT: The importance of domain-specific datasets
Internet of Things·2025· 13 citedOpen Access
Enhanced Multi-Task Scheduling in MEC-Enabled Industrial Systems: Integrating Deep Reinforcement Learning with Optimizer Experiences
2025· 2 cited
Inter-AGV Scheduling and a Novel Multi-Agent Collaborative Protocol for Intra-AGV Resource Allocation in MEC-Enabled Multi-AGV Scenarios
IEEE Open Journal of the Communications Society·2025· 2 citedOpen Access
Minimizing active nodes in MEC environments: A distributed learning-driven framework for application placement
Computer Networks·2024Open Access
Explainable AI in 6G O-RAN: A Tutorial and Survey on Architecture, Use Cases, Challenges, and Future Research
IEEE Communications Surveys & Tutorials·2024· 20 citedOpen Access
Extending Orchestration for Privacy Preservation in Beyond 5G and 6G Networks
2024· 1 cited
iTrust6G: Zero-Trust Security for 6G Networks
2024
Service Management in Dynamic Edge Environments
Lecture notes in computer science·2024
Techniques to Implement Blockchain in Internet of Medical Things (IoMT)
Smart sensors, measurement and instrumentation·2024· 2 cited
Intelligent Management at the Edge
River Publishers eBooks·2023· 2 citedOpen Access
Distributed Learning for Application Placement at the Edge Minimizing Active Nodes
2023· 1 citedOpen Access
Explainable AI in 6G O-RAN: A Tutorial and Survey on Architecture, Use Cases, Challenges, and Future Research
arXiv (Cornell University)·2023· 12 citedOpen Access
Design and Evaluation of a K8s-based System for Distributed Open-Source Cellular Networks
2023· 1 citedOpen Access
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Frequent Co-authors

M. Yannuzzi(10), Xavi Masip‐Bruin(9), R. Serral-Gracià(8), Eduard Escalona(8), Ioannis Neokosmidis(7), Pouria Sayyad Khodashenas(6), Theodoros Rokkas(6), Diego Montero(6), Estefanía Coronado(5), Gino Carrozzo(5), Konstantinos V. Katsaros(5), Dimitrios Kritharidis(5), Eleni Trouva(5), Adriana Fernández–Fernández(4), Xavier Costa‐Pérez(4), Carlos Colman-Meixner(4), Hamzeh Khalili(4), Dimitra Simeonidou(4), Wilson Ramírez(4), Michael Parker(4)