Collaborative Mobile Edge Computing in 5G Networks: New Paradigms, Scenarios, and Challenges
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Abstract (arXiv)
Mobile Edge Computing (MEC) is an emerging paradigm that provides computing, storage, and networking resources within the edge of the mobile Radio Access Network (RAN). MEC servers are deployed on generic computing platform within the RAN and allow for delay-sensitive and context-aware applications to be executed in close proximity to the end users. This approach alleviates the backhaul and core network and is crucial for enabling low-latency, high-bandwidth, and agile mobile services. This article envisages a real-time, context-aware collaboration framework that lies at the edge of the RAN, constituted of MEC servers and mobile devices, and that amalgamates the heterogeneous resources at the edge. Specifically, we introduce and study three strong use cases ranging from mobile-edge orchestration, collaborative caching and processing and multi-layer interference cancellation. We demonstrate the promising benefits of these approaches in facilitating the evolution to 5G networks. Finally, we discuss the key technical challenges and open-research issues that need to be addressed in order to make an efficient integration of MEC into 5G ecosystem.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). First posted on arXiv 9 Dec 2016.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 0; 2024: 2; 2025: 1.
5 papers.
- 2024Soar: Design and Deployment of A Smart Roadside Infrastructure System for Autonomous Drivingcited by 4
- 2024Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systemscited by 2
- 2021A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networkscited by 0
- 2022Edge-based fever screening system over private 5Gcited by 0
- 2025Data-driven Trust Bootstrapping for Mobile Edge Computing-based Industrial IoT Servicescited by 0
- 2025Data-driven Trust Bootstrapping for Mobile Edge Computing-based Industrial IoT Services18 Aug 2025
- 2024Soar: Design and Deployment of A Smart Roadside Infrastructure System for Autonomous Driving21 Apr 2024
- 2024Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems20 Apr 2024
- 2022Edge-based fever screening system over private 5G8 Feb 2022
- 2021A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networks12 May 2021