Task scheduling in cloud computing based on meta-heuristics: review, taxonomy, open challenges, and future trends

EH Houssein, AG Gad, YM Wazery… - Swarm and Evolutionary …, 2021 - Elsevier
Cloud computing is a recently looming-evoked paradigm, the aim of which is to provide on-
demand, pay-as-you-go, internet-based access to shared computing resources (hardware …

A survey on resource scheduling in cloud computing: Issues and challenges

S Singh, I Chana - Journal of grid computing, 2016 - Springer
Resource scheduling in cloud is a challenging job and the scheduling of appropriate
resources to cloud workloads depends on the QoS requirements of cloud applications. In …

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 …

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 …

Resource allocation strategy in fog computing based on priced timed petri nets

L Ni, J Zhang, C Jiang, C Yan… - ieee internet of things …, 2017 - ieeexplore.ieee.org
Fog computing, also called “clouds at the edge,” is an emerging paradigm allocating
services near the devices to improve the quality of service (QoS). The explosive prevalence …

Towards workflow scheduling in cloud computing: a comprehensive analysis

M Masdari, S ValiKardan, Z Shahi, SI Azar - Journal of Network and …, 2016 - Elsevier
Workflow scheduling is one of the prominent issues in cloud computing which is aimed at
complete execution of workflows by considering their QoS requirements such as deadline …

Workflow scheduling using hybrid GA‐PSO algorithm in cloud computing

AM Manasrah, H Ba Ali - Wireless Communications and Mobile …, 2018 - Wiley Online Library
Cloud computing environment provides several on‐demand services and resource sharing
for clients. Business processes are managed using the workflow technology over the cloud …

Deep-reinforcement-learning-based resource allocation for content distribution in fog radio access networks

C Fang, H Xu, Y Yang, Z Hu, S Tu, K Ota… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
With the rapid development of wireless communication technologies, the emerging
multimedia applications make mobile Internet traffic grow explosively while putting forward …

Workflow scheduling in multi-tenant cloud computing environments

BP Rimal, M Maier - IEEE Transactions on parallel and …, 2016 - ieeexplore.ieee.org
Multi-tenancy is one of the key features of cloud computing, which provides scalability and
economic benefits to the end-users and service providers by sharing the same cloud …

A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud–edge environment

Y Xie, Y Zhu, Y Wang, Y Cheng, R Xu, AS Sani… - Future Generation …, 2019 - Elsevier
With the increasing popularity of Internet of Things (IoT), edge computing has become the
key driving force to provide computing resources, storage and network services closer to the …