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 comprehensive survey for scheduling techniques in cloud computing

M Kumar, SC Sharma, A Goel, SP Singh - Journal of Network and …, 2019 - Elsevier
Resource scheduling becomes the prominent issue in cloud computing due to rapid growth
of on demand request and heterogeneous nature of cloud resources. Cloud provides …

[HTML][HTML] Hybrid fruit-fly optimization algorithm with k-means for text document clustering

T Bezdan, C Stoean, AA Naamany, N Bacanin… - Mathematics, 2021 - mdpi.com
The fast-growing Internet results in massive amounts of text data. Due to the large volume of
the unstructured format of text data, extracting relevant information and its analysis becomes …

Load balancing mechanisms and techniques in the cloud environments: Systematic literature review and future trends

AS Milani, NJ Navimipour - Journal of Network and Computer Applications, 2016 - Elsevier
With cloud computing, new services in information technology (IT) emerge from the
convergence of business and technology perspectives which furnish users access to IT …

Resource scheduling for infrastructure as a service (IaaS) in cloud computing: Challenges and opportunities

SHH Madni, MS Abd Latiff, Y Coulibaly - Journal of Network and …, 2016 - Elsevier
Resource scheduling assigns the precise and accurate task to CPU, network, and storage.
The aim behind this is the extreme usage of resources. However, well organized scheduling …

Software-defined networks for resource allocation in cloud computing: A survey

A Mohamed, M Hamdan, S Khan, A Abdelaziz… - Computer Networks, 2021 - Elsevier
Cloud computing has a shared set of resources, including physical servers, networks,
storage, and user applications. Resource allocation is a critical issue for cloud computing …

Towards metaheuristic scheduling techniques in cloud and fog: an extensive taxonomic review

RM Singh, LK Awasthi, G Sikka - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Task scheduling is a critical issue in distributed computing environments like cloud and fog.
The objective is to provide an optimal distribution of tasks among the resources. Several …

Performance comparison of heuristic algorithms for task scheduling in IaaS cloud computing environment

SHH Madni, MS Abd Latiff, M Abdullahi… - PloS one, 2017 - journals.plos.org
Cloud computing infrastructure is suitable for meeting computational needs of large task
sizes. Optimal scheduling of tasks in cloud computing environment has been proved to be …

Recent advancements in resource allocation techniques for cloud computing environment: a systematic review

SHH Madni, MSA Latiff, Y Coulibaly, SM Abdulhamid - cluster computing, 2017 - Springer
There are two actors in cloud computing environment cloud providers and cloud users. On
one hand cloud providers hold enormous computing resources in the cloud large data …

[HTML][HTML] Optimization of load balancing and task scheduling in cloud computing environments using artificial neural networks-based binary particle swarm optimization …

MI Alghamdi - Sustainability, 2022 - mdpi.com
As more people utilize the cloud, more employment opportunities become available. With
constraints such as a limited make-span, a high utilization rate of available resources …