Keynote Speaker 2: Enabling Metaverse with Secure and Smart Network Resource Slicing

E. Dutkiewicz, Diep N. Nguyen
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引用次数: 1

Abstract

Metaverse has recently attracted paramount attention due to its potential for future Internet. However, to fully realize such potential, Metaverse applications have to overcome various challenges such as massive resource demands, interoperability among applications, and security and privacy concerns. In this talk, we first discuss MetaChain, a novel blockchain-based framework to address emerging challenges for the development of Metaverse applications. In particular, by utilizing the smart contract mechanism, MetaChain can effectively manage and automate complex interactions among the Metaverse Service Provider (MSP) and the Metaverse users (MUs). We then proposed a novel framework, namely MetaSlicing, that can provide a highly effective and comprehensive solution in managing and allocating different types of resources for Metaverse applications. Specifically, by observing that Metaverse applications may have common functions, we first propose grouping applications into clusters, called MetaInstances. In a MetaInstance, common functions can be shared among applications. As such, the same resources can be used by multiple applications simultaneously, thereby enhancing resource utilization dramatically. To address the real-time characteristic and resource demand's dynamic and uncertainty in the Metaverse, we develop an effective framework based on the semi-Markov decision process and propose an intelligent admission control algorithm that can maximize resource utilization and enhance the Quality-of-Service for end-users.
主讲人2:利用安全和智能网络资源切片实现元宇宙
由于其对未来互联网的潜力,元宇宙最近引起了极大的关注。然而,为了充分实现这种潜力,Metaverse应用程序必须克服各种挑战,例如大量资源需求、应用程序之间的互操作性以及安全性和隐私问题。在这次演讲中,我们首先讨论元链,这是一个基于区块链的新型框架,用于解决元宇宙应用程序开发中出现的新挑战。特别是,通过利用智能合约机制,元链可以有效地管理和自动化元界服务提供商(MSP)和元界用户(mu)之间的复杂交互。然后,我们提出了一个新的框架,即MetaSlicing,它可以为管理和分配不同类型的Metaverse应用程序资源提供一个高效和全面的解决方案。具体地说,通过观察到Metaverse应用程序可能具有公共功能,我们首先建议将应用程序分组到称为metainstance的集群中。在meinstance中,公共功能可以在应用程序之间共享。因此,相同的资源可以由多个应用程序同时使用,从而大大提高了资源利用率。为了解决虚拟世界中资源需求的实时性和动态性和不确定性,我们开发了一个基于半马尔可夫决策过程的有效框架,并提出了一种能够最大化资源利用率和提高最终用户服务质量的智能准入控制算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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