Cloud computing resource scheduling and a survey of its evolutionary approaches

ZH Zhan, XF Liu, YJ Gong, J Zhang… - ACM Computing …, 2015 - dl.acm.org
A disruptive technology fundamentally transforming the way that computing services are
delivered, cloud computing offers information and communication technology users a new …

[HTML][HTML] A survey on evolutionary computation for complex continuous optimization

ZH Zhan, L Shi, KC Tan, J Zhang - Artificial Intelligence Review, 2022 - Springer
Complex continuous optimization problems widely exist nowadays due to the fast
development of the economy and society. Moreover, the technologies like Internet of things …

Multi-objective task scheduling optimization for load balancing in cloud computing environment using hybrid artificial bee colony algorithm with reinforcement learning

B Kruekaew, W Kimpan - IEEE Access, 2022 - ieeexplore.ieee.org
Workload balancing in cloud computing is still challenging problem, especially in
Infrastructure as a Service (IaaS) in the cloud model. A problem that should not occur during …

An energy efficient ant colony system for virtual machine placement in cloud computing

XF Liu, ZH Zhan, JD Deng, Y Li, T Gu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Virtual machine placement (VMP) and energy efficiency are significant topics in cloud
computing research. In this paper, evolutionary computing is applied to VMP to minimize the …

Multiobjective cloud workflow scheduling: A multiple populations ant colony system approach

ZG Chen, ZH Zhan, Y Lin, YJ Gong… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Cloud workflow scheduling is significantly challenging due to not only the large scale of
workflow but also the elasticity and heterogeneity of cloud resources. Moreover, the pricing …

Dynamic group learning distributed particle swarm optimization for large-scale optimization and its application in cloud workflow scheduling

ZJ Wang, ZH Zhan, WJ Yu, Y Lin… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Cloud workflow scheduling is a significant topic in both commercial and industrial
applications. However, the growing scale of workflow has made such a scheduling problem …

An effective cloud workflow scheduling approach combining PSO and idle time slot-aware rules

Y Wang, X Zuo - IEEE/CAA journal of automatica sinica, 2021 - ieeexplore.ieee.org
Workflow scheduling is a key issue and remains a challenging problem in cloud computing.
Faced with the large number of virtual machine (VM) types offered by cloud providers, cloud …

Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing

G Ismayilov, HR Topcuoglu - Future Generation computer systems, 2020 - Elsevier
Workflow scheduling is a largely studied research topic in cloud computing, which targets to
utilize cloud resources for workflow tasks by considering the objectives specified in QoS. In …

[HTML][HTML] An IoT-based task scheduling optimization scheme considering the deadline and cost-aware scientific workflow for cloud computing

X Ma, H Gao, H Xu, M Bian - EURASIP Journal on Wireless …, 2019 - Springer
Large-scale applications of Internet of things (IoT), which require considerable computing
tasks and storage resources, are increasingly deployed in cloud environments. Compared …

[HTML][HTML] Quality of service (QoS) aware workflow scheduling (WFS) in cloud computing: A systematic review

S Kaur, P Bagga, R Hans, H Kaur - Arabian Journal for Science and …, 2019 - Springer
Workflow scheduling concerns the mapping of complex tasks to cloud resources by taking
into account various Quality of Service requirements. In virtue of continuous proliferation in …