A Dynamic Resource Allocation Framework for Synchronizing Metaverse with IoT Service and Data

10/31/2021
by   Yue Han, et al.
0

Spurred by the severe restrictions on mobility due to the COVID-19 pandemic, there is currently intense interest in developing the Metaverse, to offer virtual services/business online. A key enabler of such virtual service is the digital twin, i.e., a digital replication of real-world entities in the Metaverse, e.g., city twin, avatars, etc. The real-world data collected by IoT devices and sensors are key for synchronizing the two worlds. In this paper, we consider the scenario in which a group of IoT devices are employed by the Metaverse platform to collect such data on behalf of virtual service providers (VSPs). Device owners, who are self-interested, dynamically select a VSP to maximize rewards. We adopt hybrid evolutionary dynamics, in which heterogeneous device owner populations can employ different revision protocols to update their strategies. Extensive simulations demonstrate that a hybrid protocol can lead to evolutionary stable states.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/08/2022

A Dynamic Hierarchical Framework for IoT-assisted Metaverse Synchronization

Metaverse has recently attracted much attention from both academia and i...
research
04/11/2022

Semantic Information Market For The Metaverse: An Auction Based Approach

In this paper, we address the networking and communications problems of ...
research
05/25/2022

Service Discovery in Social Internet of Things using Graph Neural Networks

Internet-of-Things (IoT) networks intelligently connect thousands of phy...
research
10/18/2022

Virtual Sensor Middleware: Managing IoT Data for the Fog-Cloud Platform

This paper introduces the Virtual Sensor Middleware (VSM), which facilit...
research
04/05/2022

Service resource allocation problem in the IoT driven personalized healthcare information platform

With real-time monitoring of the personalized healthcare condition, the ...
research
01/18/2023

Relativistic Digital Twin: Bringing the IoT to the Future

Complex IoT ecosystems often require the usage of Digital Twins (DTs) of...
research
12/12/2017

Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies

Collaborative uploading describes a type of crowdsourcing scenario in ne...

Please sign up or login with your details

Forgot password? Click here to reset