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With the mass deployment of computing-intensive applications and delay-sensitive applications on end devices, only adequate computing resources can meet differentiated services' delay requirements. By offloading tasks to cloud servers or…

Networking and Internet Architecture · Computer Science 2021-03-12 Zhuo Li , Xu Zhou , Taixin Li , Yang Liu

By converting the entire 3D space around the user into a screen, Extended Reality (XR) can ameliorate traditional displays' space limitations and facilitate the consumption of multiple pieces of information at a time. However, if designed…

Human-Computer Interaction · Computer Science 2024-11-06 Shakiba Davari , Doug A. Bowman

Extended Reality (XR), encompassing Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR), is revolutionizing education by creating immersive, interactive learning environments. This article explores the potential of XR to…

Computers and Society · Computer Science 2026-03-02 Shadeeb Hossain

The increase of the percentage of elderly population in modern societies dictates the use of emerging technologies as a means of supporting elder members of the society. Within this scope, Extended Reality (XR) technologies pose as a…

Human-Computer Interaction · Computer Science 2025-07-01 Zoe Anastasiadou , Andreas Lanitis

Extended Reality (XR) has expanded the horizons of entertainment and social life and shows great potential in the manufacturing industry. Prototyping in XR can help designers make initial proposals and iterations at low cost before…

Human-Computer Interaction · Computer Science 2025-04-07 Bixun Chen , Shaun Macdonald , Moataz Attallah , Paul Chapman , Rami Ghannam

The widespread diffusion of mobile phones is triggering an exponential growth of mobile data traffic that is likely to cause, in the near future, considerable traffic overload issues even in last-generation cellular networks. Offloading…

Networking and Internet Architecture · Computer Science 2021-10-04 Lorenzo Valerio , Raffaele Bruno , Andrea Passarella

Nowadays, the internet of vehicles (IoV) has been evolved into the stage of vehicle to everything (V2X). However, the majority of existing work focuses on the motor-vehicles. In contrast, the sharing bicycle system is vastly and rapidly…

Networking and Internet Architecture · Computer Science 2018-07-18 Di Zhang

EXtended Reality (XR) is a rapidly developing paradigm for computer entertainment, and is also increasingly used for simulation, training, data analysis, and other non-entertainment purposes, often employing head-worn XR devices like the…

Human-Computer Interaction · Computer Science 2022-09-01 Thiago Porcino , Seyed Adel Ghaeinian , Juliano Franz , Joseph Malloch , Derek Reilly

This paper considers a setting where embedded devices are used to acquire and classify images. Because of limited computing capacity, embedded devices rely on a parsimonious classification model with uneven accuracy. When local…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-08-02 Jiaming Qiu , Ruiqi Wang , Ayan Chakrabarti , Roch Guerin , Chenyang Lu

In this article, we evaluate the first experience of computation offloading from drones to real fifth-generation (5G) operator systems, including commercial and private carrier-grade 5G networks. A follow-me drone service was implemented as…

Networking and Internet Architecture · Computer Science 2024-04-01 David Candal-Ventureira , Francisco Javier González-Castaño , Felipe Gil-Castiñeira , Pablo Fondo-Ferreiro

In the digital era, Extended Reality (XR) is considered the next frontier. However, XR systems are computationally intensive, and they must be implemented within strict latency constraints. Thus, XR devices with finite computing resources…

Multimedia · Computer Science 2022-12-27 Zijian Long , Haiwei Dong , Abdulmotaleb El Saddik

Deploying Machine Learning (ML) applications on resource-constrained mobile devices remains challenging due to limited computational resources and poor platform compatibility. While Mobile Edge Computing (MEC) offers offloading-based…

Networking and Internet Architecture · Computer Science 2025-07-30 Zekai Sun , Xiuxian Guan , Zheng Lin , Yuhao Qing , Haoze Song , Zihan Fang , Zhe Chen , Fangming Liu , Heming Cui , Wei Ni , Jun Luo

Extended reality-enabled Internet of Things (XRI) provides the new user experience and the sense of immersion by adding virtual elements to the real world through Internet of Things (IoT) devices and emerging 6G technologies. However, the…

Signal Processing · Electrical Eng. & Systems 2023-09-11 Seonghoon Yoo , Seongah Jeong , Jeongbin Kim , Joonhyuk Kang

As Extended Reality (XR) devices become increasingly prevalent in everyday settings, they raise significant privacy concerns for bystanders: individuals in the vicinity of an XR device during its use, whom the device sensors may…

Human-Computer Interaction · Computer Science 2025-08-12 Syed Ibrahim Mustafa Shah Bukhari , Maha Sajid , Bo Ji , Brendan David-John

Next-generation wireless communication technologies will allow users to obtain unprecedented performance, paving the way to new and immersive applications. A prominent application requiring high data rates and low communication delay is…

Networking and Internet Architecture · Computer Science 2021-05-04 Mattia Lecci , Andrea Zanella , Michele Zorzi

Extended Reality (XR) technology - such as virtual and augmented reality - is now widely used in Human Computer Interaction (HCI), social science and psychology experimentation. However, these experiments are predominantly deployed in-lab…

Human-Computer Interaction · Computer Science 2021-01-21 Jack Ratcliffe , Francesco Soave , Nick Bryan-Kinns , Laurissa Tokarchuk , Ildar Farkhatdinov

Due to the still relatively low number of users, acquiring large-scale and multidimensional virtual reality datasets remains a significant challenge. Consequently, VR datasets comparable in size to state-of-the-art collections in natural…

Human-Computer Interaction · Computer Science 2024-12-24 Tim Rolff , Niklas Hypki , Markus Lappe , Frank Steinicke

The current trend for highly dynamic and virtualized networking infrastructure made automated networking a critical requirement. Multiple solutions have been proposed to address this, including the most sought-after machine learning…

Networking and Internet Architecture · Computer Science 2023-06-21 Sam Aleyadeh , Abbas Javadtalab , Abdallah Shami

Mobile virtual reality (VR) delivery is gaining increasing attention from both industry and academia due to its ability to provide an immersive experience. However, achieving mobile VR delivery requires ultra-high transmission rate, deemed…

Information Theory · Computer Science 2018-04-30 Yaping Sun , Zhiyong Chen , Meixia Tao , Hui Liu

Despite the current rise and promising capabilities of Extended Reality (XR) technologies, the architecture, engineering, and construction industry lacks informed guidance when choosing between these technologies, especially for complex…

Human-Computer Interaction · Computer Science 2025-05-13 Brandon S. Byers , Eleftherios Triantafyllidis , Thibaut Menny , Martin Schulte , Catherine De Wolf