Deadline-aware dynamic task scheduling in edge–cloud collaborative computing

Y Zhang, B Tang, J Luo, J Zhang - Electronics, 2022 - mdpi.com
In recent years, modern industry has been exploring the transition to cyber physical system
(CPS)-based smart factories. As intelligent industrial detection and control technology grows …

Parallel scheduling of large-scale tasks for industrial cloud–edge collaboration

Y Laili, F Guo, L Ren, X Li, Y Li… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Industrial Internet of Things is moving toward an intelligent level with large-scale
collaborative cloud and edge resources, making it possible for online supervision, fast …

Deadline-aware task scheduling for IoT applications in collaborative edge computing

S Lee, SK Lee, SS Lee - IEEE Wireless Communications …, 2021 - ieeexplore.ieee.org
Collaborative edge computing (CEC) is a promising technology for supporting latency-
sensitive Internet of Things (IoT) applications by distributing computation tasks among edge …

Study on edge-cloud collaborative production scheduling based on enterprises with multi-factory

J Ma, H Zhou, C Liu, E Mingcheng, Z Jiang… - IEEE Access, 2020 - ieeexplore.ieee.org
The depth development and widespread application of edge intelligence technology based
on the Internet of Things has led to edge-cloud collaboration and related research. In recent …

A Task Scheduling Strategy in Edge‐Cloud Collaborative Scenario Based on Deadline

S Wang, Y Li, S Pang, Q Lu, S Wang… - Scientific …, 2020 - Wiley Online Library
Task scheduling plays a critical role in the performance of the edge‐cloud collaborative.
Whether the task is executed in the cloud and how it is scheduled in the cloud is an …

Workflow scheduling in serverless edge computing for the industrial internet of things: A learning approach

R Xie, D Gu, Q Tang, T Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Serverless edge computing is seen as a promising enabler to execute differentiated
Industrial Internet of Things (IIoT) applications without managing the underlying servers and …

CSADE: a delay-sensitive scheduling method based on task admission and delay evaluation on edge–cloud collaboration

L Zuo, J He, Y Xu, L Zhang - Cluster Computing, 2024 - Springer
Compared with cloud computing, edge–cloud collaboration can avoid long transmitting
delay to cloud since tasks are close to edge, which makes edge–cloud collaboration …

Multi objective dynamic task scheduling optimization algorithm based on deep reinforcement learning

Y Cheng, Z Cao, X Zhang, Q Cao, D Zhang - The Journal of …, 2024 - Springer
In the stochastic and dynamic edge-cloud collaborative environment, the computing
resources of the host are limited, and the resource requirements of computing tasks are …

Cooperative End-Edge-Cloud Computing and Resource Allocation for Digital Twin Enabled 6G Industrial IoT

Y Wang, J Fang, Y Cheng, H She… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
End-edge-cloud (EEC) collaborative computing is regarded as one of the most promising
technologies for the Industrial Internet of Things (IIoT). It offers effective solutions for …

Integer particle swarm optimization based task scheduling for device-edge-cloud cooperative computing to improve SLA satisfaction

B Wang, J Cheng, J Cao, C Wang, W Huang - PeerJ Computer Science, 2022 - peerj.com
Task scheduling helps to improve the resource efficiency and the user satisfaction for Device-
Edge-Cloud Cooperative Computing (DE3C), by properly mapping requested tasks to hybrid …