Metaverse: A Vision, Architectural Elements, and Future Directions for
Scalable and Realtime Virtual Worlds
- URL: http://arxiv.org/abs/2308.10559v2
- Date: Thu, 24 Aug 2023 12:54:50 GMT
- Title: Metaverse: A Vision, Architectural Elements, and Future Directions for
Scalable and Realtime Virtual Worlds
- Authors: Leila Ismail and Rajkumar Buyya
- Abstract summary: The Metaverse has the prospective to extend the physical world using virtual and augmented reality.
It has the potential to impact people in the way they interact on social media, collaborate in their work, perform marketing and business, teach, learn, and even access personalized healthcare.
This paper presents the temporal evolution of Metaverse definitions and captures its evolving requirements.
- Score: 24.381786472997355
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: With the emergence of Cloud computing, Internet of Things-enabled
Human-Computer Interfaces, Generative Artificial Intelligence, and
high-accurate Machine and Deep-learning recognition and predictive models,
along with the Post Covid-19 proliferation of social networking, and remote
communications, the Metaverse gained a lot of popularity. Metaverse has the
prospective to extend the physical world using virtual and augmented reality so
the users can interact seamlessly with the real and virtual worlds using
avatars and holograms. It has the potential to impact people in the way they
interact on social media, collaborate in their work, perform marketing and
business, teach, learn, and even access personalized healthcare. Several works
in the literature examine Metaverse in terms of hardware wearable devices, and
virtual reality gaming applications. However, the requirements of realizing the
Metaverse in realtime and at a large-scale need yet to be examined for the
technology to be usable. To address this limitation, this paper presents the
temporal evolution of Metaverse definitions and captures its evolving
requirements. Consequently, we provide insights into Metaverse requirements. In
addition to enabling technologies, we lay out architectural elements for
scalable, reliable, and efficient Metaverse systems, and a classification of
existing Metaverse applications along with proposing required future research
directions.
Related papers
- V-IRL: Grounding Virtual Intelligence in Real Life [65.87750250364411]
V-IRL is a platform that enables agents to interact with the real world in a virtual yet realistic environment.
Our platform serves as a playground for developing agents that can accomplish various practical tasks.
arXiv Detail & Related papers (2024-02-05T18:59:36Z) - Beyond Reality: The Pivotal Role of Generative AI in the Metaverse [98.1561456565877]
This paper offers a comprehensive exploration of how generative AI technologies are shaping the Metaverse.
We delve into the applications of text generation models like ChatGPT and GPT-3, which are enhancing conversational interfaces with AI-generated characters.
We also examine the potential of 3D model generation technologies like Point-E and Lumirithmic in creating realistic virtual objects.
arXiv Detail & Related papers (2023-07-28T05:44:20Z) - Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and
Opportunities [68.03971716740823]
In recent years, ubiquitous semantic Metaverse has been studied to revolutionize immersive cyber-virtual experiences for augmented reality (AR) and virtual reality (VR) users.
This survey focuses on the representation and intelligence for the four fundamental system components in ubiquitous Metaverse.
arXiv Detail & Related papers (2023-07-13T11:14:46Z) - Privacy Computing Meets Metaverse: Necessity, Taxonomy and Challenges [29.22630037716171]
We conduct comprehensive research on the necessity, taxonomy and challenges when privacy computing meets metaverse.
We first introduce underlying technologies and various applications of metaverse, on which we analyze the challenges of data usage in metaverse.
Next, we review and summarize state-the-art solutions based on learning, differential privacy, homomorphic encryption, and zero-knowledge for different privacy problems in metaverse.
arXiv Detail & Related papers (2023-04-23T13:05:58Z) - The Seven Worlds and Experiences of the Wireless Metaverse: Challenges
and Opportunities [58.42198877478623]
Wireless metaverse will create diverse user experiences at the intersection of the physical, digital, and virtual worlds.
We present a holistic vision of a limitless, wireless metaverse that distills the metaverse into an intersection of seven worlds and experiences.
We highlight the need for end-to-end synchronization of DTs, and the role of human-level AI and reasoning abilities for cognitive avatars.
arXiv Detail & Related papers (2023-04-20T13:04:52Z) - A Full Dive into Realizing the Edge-enabled Metaverse: Visions, Enabling
Technologies,and Challenges [93.06849621984684]
"The successor to the mobile Internet", the Metaverse has grown in popularity.
lite versions of the Metaverse exist today, but they are far from realizing the full vision of an immersive, embodied, and interoperable Metaverse.
Without addressing the issues of implementation from the communication and networking, the Metaverse is difficult to succeed the Internet.
We discuss the computation challenges and cloud-edge-end computation framework-driven solutions to realize the Metaverse on resource-constrained edge devices.
arXiv Detail & Related papers (2022-03-10T16:48:51Z) - Artificial Intelligence for the Metaverse: A Survey [66.57225253532748]
We first deliver a preliminary of AI, including machine learning algorithms and deep learning architectures, and its role in the metaverse.
We then convey a comprehensive investigation of AI-based methods concerning six technical aspects that have potentials for the metaverse.
Several AI-aided applications, such as healthcare, manufacturing, smart cities, and gaming, are studied to be deployed in the virtual worlds.
arXiv Detail & Related papers (2022-02-15T03:34:56Z) - All One Needs to Know about Metaverse: A Complete Survey on
Technological Singularity, Virtual Ecosystem, and Research Agenda [25.659396729286517]
The term metaverse' has been coined to further facilitate the digital transformation in every aspect of our physical lives.
While the metaverse may seem futuristic, catalysed by emerging technologies such as Extended Reality, 5G, and Artificial Intelligence, the digital big bang' of our cyberspace is not far away.
arXiv Detail & Related papers (2021-10-06T07:44:52Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.