Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven
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Abstract (arXiv)
Dubbed "the successor to the mobile Internet", the concept of the Metaverse has recently exploded in popularity. While there exists lite versions of the Metaverse today, we are still far from realizing the vision of a seamless, shardless, and interoperable Metaverse given the stringent sensing, communication, and computation requirements. Moreover, the birth of the Metaverse comes amid growing privacy concerns among users. In this article, we begin by providing a preliminary definition of the Metaverse. We discuss the architecture of the Metaverse and mainly focus on motivating the convergence of edge intelligence and the infrastructure layer of the Metaverse. We present major edge-based technological developments and their integration to support the Metaverse engine. Then, we present our research attempts through a case study of virtual city development in the Metaverse. Finally, we discuss the open research issues.
Key facts. Cited by 17 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Jan 2022.
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Citing papers per year: 2022: 5; 2023: 8; 2024: 2; 2025: 2.
17 papers.
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- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Predictioncited by 10
- 2023An Overview on Generative AI at Scale with Edge-Cloud Computingcited by 9
- 2022AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trendscited by 8
- 2022Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computingcited by 5
- 2023Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunitiescited by 4
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inferencecited by 4
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directionscited by 3
- 2023A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directionscited by 2
- 2023Intelligence-Endogenous Management Platform for Computing and Network Convergencecited by 1
- 2023Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approachcited by 1
- 2023Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worldscited by 1
- 2022MetaSpeech: Speech Effects Switch Along with Environment for Metaversecited by 0
5 more
- 2022Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computingcited by 0
- 2022Need of 6G for the Metaverse Realizationcited by 0
- 2024Metaverse Survey & Tutorial: Exploring Key Requirements, Technologies, Standards, Applications, Challenges, and Perspectivescited by 0
- 2024MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Servicescited by 0
- 2025Spatial Computing Communications for Multi-User Virtual Reality in Distributed Mobile Edge Computing Networkcited by 0
- 2025Spatial Computing Communications for Multi-User Virtual Reality in Distributed Mobile Edge Computing Network16 Oct 2025
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference29 Mar 2025
- 2024MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services25 Oct 2024
- 2024Metaverse Survey & Tutorial: Exploring Key Requirements, Technologies, Standards, Applications, Challenges, and Perspectives7 May 2024
- 2023Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds21 Aug 2023
- 2023Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approach9 Aug 2023
- 2023Intelligence-Endogenous Management Platform for Computing and Network Convergence7 Aug 2023
- 2023Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities13 Jul 2023
- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Prediction26 Jun 2023
- 2023An Overview on Generative AI at Scale with Edge-Cloud Computing2 Jun 2023
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions18 Apr 2023
- 2023A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions2 Apr 2023
5 more
- 2022Need of 6G for the Metaverse Realization28 Dec 2022
- 2022Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing19 Dec 2022
- 2022MetaSpeech: Speech Effects Switch Along with Environment for Metaverse25 Oct 2022
- 2022AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends23 Aug 2022
- 2022Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing13 Apr 2022
- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Predictioncited by 10
- 2023An Overview on Generative AI at Scale with Edge-Cloud Computingcited by 9
- 2022AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trendscited by 8
- 2022Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computingcited by 5
- 2023Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunitiescited by 4
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inferencecited by 4
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directionscited by 3
- 2023A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directionscited by 2
- 2023Intelligence-Endogenous Management Platform for Computing and Network Convergencecited by 1
- 2023Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approachcited by 1
- 2023Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worldscited by 1
- 2022MetaSpeech: Speech Effects Switch Along with Environment for Metaversecited by 0
12 most cited of 17 All 17 (JSON)
- 2025Spatial Computing Communications for Multi-User Virtual Reality in Distributed Mobile Edge Computing Network16 Oct 2025
- 2025PartialLoading: User Scheduling and Bandwidth Allocation for Parameter-sharing Edge Inference29 Mar 2025
- 2024MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services25 Oct 2024
- 2024Metaverse Survey & Tutorial: Exploring Key Requirements, Technologies, Standards, Applications, Challenges, and Perspectives7 May 2024
- 2023Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds21 Aug 2023
- 2023Service Reservation and Pricing for Green Metaverses: A Stackelberg Game Approach9 Aug 2023
- 2023Intelligence-Endogenous Management Platform for Computing and Network Convergence7 Aug 2023
- 2023Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities13 Jul 2023
- 2023Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Prediction26 Jun 2023
- 2023An Overview on Generative AI at Scale with Edge-Cloud Computing2 Jun 2023
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions18 Apr 2023
- 2023A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions2 Apr 2023
12 newest of 17 All 17 (JSON)