Recent advances in collaborative scheduling of computing tasks in an edge computing paradigm

S Chen, Q Li, M Zhou, A Abusorrah - Sensors, 2021 - mdpi.com
In edge computing, edge devices can offload their overloaded computing tasks to an edge
server. This can give full play to an edge server's advantages in computing and storage, and …

Edge-enabled two-stage scheduling based on deep reinforcement learning for internet of everything

X Zhou, W Liang, K Yan, W Li, I Kevin… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Nowadays, the concept of Internet of Everything (IoE) is becoming a hotly discussed topic,
which is playing an increasingly indispensable role in modern intelligent applications. These …

A security-and privacy-preserving approach based on data disturbance for collaborative edge computing in social IoT systems

P Zhang, Y Wang, N Kumar, C Jiang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Internet of things (IoT) has certainly become one of the hottest technology frameworks of
the year. It is deep in many industries, affecting people's lives in all directions. The rapid …

Oakestra: A lightweight hierarchical orchestration framework for edge computing

G Bartolomeo, M Yosofie, S Bäurle… - 2023 USENIX Annual …, 2023 - usenix.org
Edge computing seeks to enable applications with strict latency requirements by utilizing
resources deployed in diverse, dynamic, and possibly constrained environments closer to …

[HTML][HTML] An effective technique to schedule priority aware tasks to offload data on edge and cloud servers

MS Bali, K Gupta, D Gupta, G Srivastava, S Juneja… - Measurement …, 2023 - Elsevier
Recent advancements in the Internet of Things (IoT) have enhanced the quality of life
globally. Billions of devices are brought under the ambit of IoT to make them smarter. IoT …

DRL-based long-term resource planning for task offloading policies in multiserver edge computing networks

H Li, KDR Assis, S Yan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has been regarded as one of the essential
technologies for mobile networks, by providing computing resources and services close to …

Design and integration of air pollutants monitoring system for emergency management in construction site based on BIM and edge computing

Z Xu, Y Ran, Z Rao - Building and Environment, 2022 - Elsevier
The construction industry suffers from severe air pollution problems, and there lacks of a
unified platform for integrated management of different information formats to achieve …

Violinn: Proximity-aware edge placementwith dynamic and elastic resource provisioning

K Toczé, AJ Fahs, G Pierre… - ACM Transactions on …, 2023 - dl.acm.org
Deciding where to handle services and tasks, as well as provisioning an adequate amount
of computing resources for this handling, is a main challenge of edge computing systems …

A Review of Computational Load-Balancing for Mobile Edge Computing

M Wilson, H Nunoo-Mensah, KO Boateng - Science and Information …, 2023 - Springer
Living and working smarter is becoming the new trend, and this is primarily made possible
by the growth in the number of connected internet of things (IoT) devices globally. IoT's …

Energy minimized computation offloading with popularity-based cooperation in 5G mMTC networks

D Jung, J Kim, JM Chung - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Due to enhancements in Internet of Things (IoT) technology, users can now control
numerous IoT devices that are integrated for a system (eg, smart building management …