MetaSlicing: A Novel Resource Allocation Framework for Metaverse

Chu, Nam H.; Hoang, Dinh Thai; Nguyen, Diep N.; Phan, Khoa T.; Dutkiewicz, Eryk

doi:10.48550/arxiv.2205.11087

Cited by 5 publications

(4 citation statements)

References 13 publications

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“…Researchers are VOLUME 12, 2024 continually investigating resource management solutions to support the Metaverse's implementation in heterogeneous environments and to provide a dynamic resource allocation framework to synchronize the Metaverse with IoT services and data [109], [110]. On the other hand, developers have also introduced cloud resource discovery mechanisms for the Metaverse environment [111].…”

Section: ) Resources Managementmentioning

confidence: 99%

Roles of Blockchain in the Metaverse: Concepts, Taxonomy, Recent Advances, Enabling Technologies, and Open Research Issues

Elsadig,

Alohali,

Ibrahim

et al. 2024

IEEE Access

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The Metaverse platform offers 3D immersive experiences through virtual reality, artificial intelligence, and blockchain technologies. Blockchain-based Metaverse has garnered recent interest due to its decentralization, anonymity, and other security features. Integrating blockchain into Metaverse promotes the formation of a shared ecosystem and provides digital asset tracking, privacy protection, and security in both virtual and physical environments. This paper explores the role of blockchain in creating and managing the Metaverse platform. It is intended to provide a helpful reference for researchers and practitioners in the field of the blockchain-based Metaverse. The main topics covered include the concept and characteristics of the Metaverse; its different use cases, architectures, and technologies; Metaverse as a service provider; Metaverse management; Metaverse users and data; and blockchain-based Metaverse in terms of roles, technologies, applications, and challenges. In addition, recent advances in the blockchain-based Metaverse and challenges such as scalability, interoperability, and edge resource sharing will be discussed. The paper will conclude by highlighting open research issues and future directions, including improving immersion, scalability, security, and integration with existing systems.INDEX TERMS Blockchain, metaverse, Internet of Things (IoT), big data, cybersecurity.

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Section: ) Resources Managementmentioning

confidence: 99%

Roles of Blockchain in the Metaverse: Concepts, Taxonomy, Recent Advances, Enabling Technologies, and Open Research Issues

Elsadig,

Alohali,

Ibrahim

et al. 2024

IEEE Access

View full text Add to dashboard Cite

show abstract

“…The IoT sensors are extensions of the human senses in the Metaverse. The Metaverse requires enormous resources, especially computing resources for intensive data processing to support XR, massive storage resources, and massive networking resources to maintain ultra-high-speed and low-latency connections [12]. Therefore, resource allocation frameworks can manage and allocate different types of resources for Metaverse.…”

Section: A Communication and Networkingmentioning

confidence: 99%

Metaverse: Requirements, Architecture, Standards, Status, Challenges, and Perspectives

Rawat

Alami

2023

IEEE Internet Things M.

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The Metaverse is driving the next wave of innovation for new opportunities by replacing the digital world (Internet) with the virtual world through a single, shared, immersive, persistent 3D virtual space. In this paper, we present requirements, architecture, standards, challenges, and solutions for Metaverse. Specifically, we provide Metaverse architecture and requirements, and different standards for Metaverse which serve as the basis for the development and deployment. Moreover, we present recent status, challenges such as integration of AI and Metaverse, security and privacy in Metaverse, etc., and perspectives and solutions.Index Terms-Metaverse, Metaverse standards, security and privacy in Metaverse, AI and Metaverse.

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“…In [21], the authors also adopt a game theoretical framework by considering tasks offloading between mobile devices based on coded distributed computing in a proposed vehicular metaverse environment. Another framework, proposed by [22], manages and allocates different types of metaverse applications so that common resources among them can be shared through a semi-Markov decision process and an optimal admission-control scheme. The work in [23] applies a set of proposed resource-optimization schemes in a virtual education metaverse.…”

Section: Related Workmentioning

confidence: 99%

Optimal Mobility-Aware Wireless Edge Cloud Support for the Metaverse

Huang

Friderikos

2023

Future Internet

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Mobile-augmented-reality (MAR) applications extended into the metaverse could provide mixed and immersive experiences by amalgamating the virtual and physical worlds. However, the consideration of joining MAR and the metaverse requires reliable and high-quality support for foreground interactions and rich background content from these applications, which intensifies their consumption of energy, caching and computing resources. To tackle these challenges, a more flexible request assignment and resource allocation framework with more efficient processing are proposed in this paper through anchoring decomposed metaverse AR services at different edge nodes and proactively caching background metaverse region models embedded with target augmented-reality objects (AROs). Advanced terminals are also considered to further reduce service delays at an acceptable energy-consumption cost. We, then, propose and solve a joint-optimization problem which explicitly considers the balance between service delay and energy consumption under the constraints of perceived user quality in a mobility event. By also explicitly taking into account the capabilities of user terminals, the proposed optimized scheme is compared to a terminal-oblivious scheme. According to a wide set of numerical investigations, the proposed scheme has wide-ranging advantages in service latency and energy efficiency over other nominal baseline schemes which neglect the capabilities of terminals, user physical mobility, service decomposition and the inherent multimodality of the metaverse MAR service.

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MetaSlicing: A Novel Resource Allocation Framework for Metaverse

Cited by 5 publications

References 13 publications

Roles of Blockchain in the Metaverse: Concepts, Taxonomy, Recent Advances, Enabling Technologies, and Open Research Issues

Roles of Blockchain in the Metaverse: Concepts, Taxonomy, Recent Advances, Enabling Technologies, and Open Research Issues

Metaverse: Requirements, Architecture, Standards, Status, Challenges, and Perspectives

Optimal Mobility-Aware Wireless Edge Cloud Support for the Metaverse

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