Consolidation of services in mobile edge clouds using a learning-based framework

S Ghafouri, AA Saleh-Bigdeli… - 2020 IEEE World …, 2020 - ieeexplore.ieee.org
Mobile edge computing offers numerous advantages over centralized computing platforms
as it can deliver ultra-low-latency services for mobile users and consume less energy. The …

Deep learning for hybrid 5G services in mobile edge computing systems: Learn from a digital twin

R Dong, C She, W Hardjawana, Y Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we consider a mobile edge computing system with both ultra-reliable and low-
latency communications services and delay tolerant services. We aim to minimize the …

[HTML][HTML] CoTwin: Collaborative improvement of digital twins enabled by blockchain

M García-Valls, AM Chirivella-Ciruelos - Future Generation Computer …, 2024 - Elsevier
Integrating digital twin technology in Cyber–Physical Systems and Internet of Things can
boost their intelligence. Given the current maturity of digital twin technology (yet in progress) …

Efficient Task Offloading Algorithm for Digital Twin in Edge/Cloud Computing Environment

Z Zhang, X Zhang, G Zhu, Y Wang, P Hui - arXiv preprint arXiv:2307.05888, 2023 - arxiv.org
In the era of Internet of Things (IoT), Digital Twin (DT) is envisioned to empower various
areas as a bridge between physical objects and the digital world. Through virtualization and …

Delay-aware microservice coordination in mobile edge computing: A reinforcement learning approach

S Wang, Y Guo, N Zhang, P Yang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As an emerging service architecture, microservice enables decomposition of a monolithic
web service into a set of independent lightweight services which can be executed …

An intelligent collaborative inference approach of service partitioning and task offloading for deep learning based service in mobile edge computing networks

X Li, Y Qin, H Zhou, Z Zhang - Transactions on Emerging …, 2021 - Wiley Online Library
As the rapid evolution of smart devices and real‐time applications, many new kinds of
computation‐intensive services have been emerged successively and the corresponding …

Price-aware service deployment in hierarchical mobile-edge computing

J Huang, A Zhou, S Wang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) is considered as a promising solution to release pressure on
the core network and reduce service response time. Edge nodes with storage and …

Wip: Preliminary evaluation of digital twins on mec software architecture

M Picone, S Mariani, M Mamei… - 2021 IEEE 22nd …, 2021 - ieeexplore.ieee.org
Digital Twins (DTs) are becoming a reference design abstraction for many Internet of Things
(IoT) application scenarios. Also, data processing is shifting to a decentralised setting …

DT-EEC: a digital twin-assisted end-edge-cloud collaboration architecture for industrial internet

L Tang, K Ye - 2022 IEEE Smartworld, Ubiquitous Intelligence & …, 2022 - ieeexplore.ieee.org
The IoT devices are widely used in Industrial environment, but usually suffers the resource
and energy bottlenecks which may affect the task processing efficiency. Computation …

[HTML][HTML] Digital twin—Cyber replica of physical things: Architecture, applications and future research directions

C Qian, X Liu, C Ripley, M Qian, F Liang, W Yu - Future Internet, 2022 - mdpi.com
The Internet of Things (IoT) connects massive smart devices to collect big data and carry out
the monitoring and control of numerous things in cyber-physical systems (CPS). By …