Multidimensional Resource Task Scheduling Based on Particle Swarm Optimization in Edge Computing
The default Kubernetes scheduling algorithm, Balanced Resource Allocation (BRA), has limitations in achieving resource balance. It primarily focuses on the instantaneous utilization of CPU and memory while neglecting the coordinated optimization of disk I/O and network bandwidth, resulting in an imb...
| Published in: | IEEE Access |
|---|---|
| Main Authors: | Zhonglu Zou, Zhuxin Zhai, Xin Yan, Zilin You, Liming Chen |
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11068965/ |
Similar Items
OPTIMIZED PARTICLE SWARM OPTIMIZATION BASED DEADLINE CONSTRAINED TASK SCHEDULING IN HYBRID CLOUD
by: Dhananjay Kumar, et al.
Published: (2016-01-01)
by: Dhananjay Kumar, et al.
Published: (2016-01-01)
A new hybrid particle swarm optimizationalgorithm for optimal tasks scheduling in distributed computing system
by: Karishma, et al.
Published: (2023-05-01)
by: Karishma, et al.
Published: (2023-05-01)
A Discrete Particle Swarm Optimization Algorithm for Dynamic Scheduling of Transmission Tasks
by: Xinzhe Wang, et al.
Published: (2023-03-01)
by: Xinzhe Wang, et al.
Published: (2023-03-01)
Particle Swarm Optimization—An Adaptation for the Control of Robotic Swarms
by: George Rossides, et al.
Published: (2021-04-01)
by: George Rossides, et al.
Published: (2021-04-01)
PSO based task scheduling for medical big data
by: Chao HU, et al.
Published: (2014-10-01)
by: Chao HU, et al.
Published: (2014-10-01)
PSO based task scheduling for medical big data
by: Chao HU, et al.
Published: (2014-10-01)
by: Chao HU, et al.
Published: (2014-10-01)
Optimizing multi-objective task scheduling in fog computing with GA-PSO algorithm for big data application
by: Muhammad Saad, et al.
Published: (2024-02-01)
by: Muhammad Saad, et al.
Published: (2024-02-01)
Hybridization of Particle Swarm Optimization with Variable Neighborhood Search and Simulated Annealing for Improved Handling of the Permutation Flow-Shop Scheduling Problem
by: Iqbal Hayat, et al.
Published: (2023-04-01)
by: Iqbal Hayat, et al.
Published: (2023-04-01)
Task Scheduling Strategy for Energy Consumption Optimization of Cloud Data Center Based on Improved Particle Swarm Algorithm
by: LIU Chenwei, SUN Jian, LEI Bingbing, XU Tao, WU Zhuiwei
Published: (2023-07-01)
by: LIU Chenwei, SUN Jian, LEI Bingbing, XU Tao, WU Zhuiwei
Published: (2023-07-01)
Scheduling and Securing Drone Charging System Using Particle Swarm Optimization and Blockchain Technology
by: Mohamed Torky, et al.
Published: (2022-09-01)
by: Mohamed Torky, et al.
Published: (2022-09-01)
A novel hybrid model for task scheduling based on particle swarm optimization and genetic algorithms
by: Karishma, et al.
Published: (2024-08-01)
by: Karishma, et al.
Published: (2024-08-01)
Particle Swarm Optimization and Tabu Search Hybrid Algorithm for Flexible Job Shop Scheduling Problem – Analysis of Test Results
by: Toshev Asen
Published: (2019-11-01)
by: Toshev Asen
Published: (2019-11-01)
K8sSim: A Simulation Tool for Kubernetes Schedulers and Its Applications in Scheduling Algorithm Optimization
by: Shilin Wen, et al.
Published: (2023-03-01)
by: Shilin Wen, et al.
Published: (2023-03-01)
Competitive Coevolution-Based Improved Phasor Particle Swarm Optimization Algorithm for Solving Continuous Problems
by: Omer Ali, et al.
Published: (2023-10-01)
by: Omer Ali, et al.
Published: (2023-10-01)
Optimization of Task-Scheduling Strategy in Edge Kubernetes Clusters Based on Deep Reinforcement Learning
by: Xin Wang, et al.
Published: (2023-10-01)
by: Xin Wang, et al.
Published: (2023-10-01)
An Enhanced Partial Search to Particle Swarm Optimization for Unconstrained Optimization
by: Shu-Kai S. Fan, et al.
Published: (2019-04-01)
by: Shu-Kai S. Fan, et al.
Published: (2019-04-01)
Research on Parallel Task Scheduling Algorithm of SaaS Platform Based on Dynamic Adaptive Particle Swarm Optimization in Cloud Service Environment
by: Jian Zhu, et al.
Published: (2024-10-01)
by: Jian Zhu, et al.
Published: (2024-10-01)
Multidirection Update-Based Multiobjective Particle Swarm Optimization for Mixed No-Idle Flow-Shop Scheduling Problem
by: Wenqiang Zhang, et al.
Published: (2021-09-01)
by: Wenqiang Zhang, et al.
Published: (2021-09-01)
Lifetime Enhancement of Embedded Systems During Task Scheduling Through a Multi-Objective Particle Swarm Optimization Approach
by: Athena Abdi, et al.
Published: (2021-08-01)
by: Athena Abdi, et al.
Published: (2021-08-01)
Diversified Particle Swarm Optimization for Hybrid Flowshop Scheduling
by: Javad Behnamian
Published: (2019-07-01)
by: Javad Behnamian
Published: (2019-07-01)
Efficient task offloading using particle swarm optimization algorithm in edge computing for industrial internet of things
by: Qian You, et al.
Published: (2021-07-01)
by: Qian You, et al.
Published: (2021-07-01)
Decentralized UAV Swarm Scheduling with Constrained Task Exploration Balance
by: Runfeng Chen, et al.
Published: (2023-04-01)
by: Runfeng Chen, et al.
Published: (2023-04-01)
Apply PSO into cloud storage task scheduling with QoS preference awareness
by: Juan WANG, et al.
Published: (2014-03-01)
by: Juan WANG, et al.
Published: (2014-03-01)
Apply PSO into cloud storage task scheduling with QoS preference awareness
by: Juan WANG, et al.
Published: (2014-03-01)
by: Juan WANG, et al.
Published: (2014-03-01)
Design and Analysis of Self-Adapted Task Scheduling Strategies in Wireless Sensor Networks
by: Sajid Hussain, et al.
Published: (2011-06-01)
by: Sajid Hussain, et al.
Published: (2011-06-01)
OPTIMIZATION OF GRID RESOURCE SCHEDULING USING PARTICLE SWARM OPTIMIZATION ALGORITHM
by: S. Selvakrishnan, et al.
Published: (2010-10-01)
by: S. Selvakrishnan, et al.
Published: (2010-10-01)
Particle Swarm Optimization with Independent Adaptive Parameter Adjustment
by: ZHANG Qiwen, WEI Yachen
Published: (2020-04-01)
by: ZHANG Qiwen, WEI Yachen
Published: (2020-04-01)
AC servo motor speed and position control using Particle Swarm Optimization PSO
by: Mehmet Fatih Işık, et al.
Published: (2015-12-01)
by: Mehmet Fatih Işık, et al.
Published: (2015-12-01)
Low-Energy-Orientated Resource Scheduling in Cloud Computing by Particle Swarm Optimization
Published: (2018-04-01)
Published: (2018-04-01)
An Investigation of Particle Swarm Optimization Topologies in Structural Damage Detection
by: Xiao-Lin Li, et al.
Published: (2021-06-01)
by: Xiao-Lin Li, et al.
Published: (2021-06-01)
A New Shuffled Sub-swarm Particle Swarm Optimization Algorithm for Speech Enhancement
by: Masoud Geravanchizadeh, et al.
Published: (2015-02-01)
by: Masoud Geravanchizadeh, et al.
Published: (2015-02-01)
Task offloading using GPU-based particle swarm optimization for high-performance vehicular edge computing
by: Mohamed A. Alqarni, et al.
Published: (2022-11-01)
by: Mohamed A. Alqarni, et al.
Published: (2022-11-01)
Multi-Objective Optimal Scheduling of Microgrids Based on Improved Particle Swarm Algorithm
by: Zhong Guan, et al.
Published: (2024-04-01)
by: Zhong Guan, et al.
Published: (2024-04-01)
MCTE: Minimizes Task Completion Time and Execution Cost to Optimize Scheduling Performance for Smart Grid Cloud
by: Hualu Zhang, et al.
Published: (2019-01-01)
by: Hualu Zhang, et al.
Published: (2019-01-01)
Research on task allocation of UAV cluster based on particle swarm quantization algorithm
by: Rongmei Geng, et al.
Published: (2023-01-01)
by: Rongmei Geng, et al.
Published: (2023-01-01)
A Multiple-Swarm Particle Swarm Optimisation Scheme for Tracing Packets Back to the Attack Sources of Botnet
by: Hsiao-Chung Lin, et al.
Published: (2021-01-01)
by: Hsiao-Chung Lin, et al.
Published: (2021-01-01)
Hybrid distributed feature selection using particle swarm optimization-mutual information
by: Khumukcham Robindro, et al.
Published: (2024-03-01)
by: Khumukcham Robindro, et al.
Published: (2024-03-01)
Kubernetes Resource Scheduling Strategy for 5G Edge Computing
by: KONG Dejin, YAO Xiaoling
Published: (2021-02-01)
by: KONG Dejin, YAO Xiaoling
Published: (2021-02-01)
Parallel Particle Swarm Optimization Based on Spark for Academic Paper Co-Authorship Prediction
by: Congmin Yang, et al.
Published: (2021-12-01)
by: Congmin Yang, et al.
Published: (2021-12-01)
Self-Regulated Particle Swarm Multi-Task Optimization
by: Xiaolong Zheng, et al.
Published: (2021-11-01)
by: Xiaolong Zheng, et al.
Published: (2021-11-01)
Similar Items
-
OPTIMIZED PARTICLE SWARM OPTIMIZATION BASED DEADLINE CONSTRAINED TASK SCHEDULING IN HYBRID CLOUD
by: Dhananjay Kumar, et al.
Published: (2016-01-01) -
A new hybrid particle swarm optimizationalgorithm for optimal tasks scheduling in distributed computing system
by: Karishma, et al.
Published: (2023-05-01) -
A Discrete Particle Swarm Optimization Algorithm for Dynamic Scheduling of Transmission Tasks
by: Xinzhe Wang, et al.
Published: (2023-03-01) -
Particle Swarm Optimization—An Adaptation for the Control of Robotic Swarms
by: George Rossides, et al.
Published: (2021-04-01) -
PSO based task scheduling for medical big data
by: Chao HU, et al.
Published: (2014-10-01)
