A Survey on the Applications of Cuckoo Search Algorithm in Resource Management and Scheduling in Cloud Computing

Authors

  • Aishatu Yahaya Umar Department of Mathematical Sciences, Abubakar Tafawa Balewa University, Bauchi, Nigeria
  • Abdulsalam Ya’u Gital Department of Mathematical Sciences, Abubakar Tafawa Balewa University, Bauchi, Nigeria
  • Haruna Chiroma College of Computer Science and Engineering, University of Hafr Al Batin, Saudi Arabia
  • Kabiru Ibrahim Musa Department of Environmental Management Technology, Abubakar Tafawa Balewa University, Bauchi, Nigeria
  • Ali Muhammad Usman Computer Science Department, Federal College of Education (Technical) Gombe, Nigeria
  • Shafi'i M. Abdulhamid Information Technology Department, Community College of Qatar, Doha, Qatar
  • Abubakar Usman Othman National Agency for Science and Engineering Infrastructure, Idu-Abuja, Nigeria

DOI:

https://doi.org/10.37934/araset.33.3.194218

Keywords:

Resource Management, task scheduling, resource allocation, Cuckoo Search Algorithm, cloud computing

Abstract

Users can quickly and affordably access computing resources and services from any location. However, due to the growth in magnitude, complexity, and power intake about provider requirements, the resources are distributed on a payment basis. Resource allocation in data centres is a difficult task since consumer requirements for execution time, dependability, availability, bandwidth, and cost frequently conflict with the goals of cloud providers; this is a serious problem with the cloud that needs to be solved. A meta-heuristic approach called Cuckoo Search Algorithm (CSA) is employed to optimize a variety of cloud computing issues. A number of research studies have been carried out in a cloud computing environment employing CSA. This paper examines the use of CSA for resource management and task scheduling and identifies the application domain. Finally, it identifies challenges and the key areas that require further research.

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Author Biographies

Aishatu Yahaya Umar, Department of Mathematical Sciences, Abubakar Tafawa Balewa University, Bauchi, Nigeria

aishatuyu@gmail.com

Abdulsalam Ya’u Gital, Department of Mathematical Sciences, Abubakar Tafawa Balewa University, Bauchi, Nigeria

asgital@gmail.com

Haruna Chiroma, College of Computer Science and Engineering, University of Hafr Al Batin, Saudi Arabia

haruna.chiroma@acm.org

Kabiru Ibrahim Musa, Department of Environmental Management Technology, Abubakar Tafawa Balewa University, Bauchi, Nigeria

kabeerbauchingr@yahoo.com

Ali Muhammad Usman, Computer Science Department, Federal College of Education (Technical) Gombe, Nigeria

aliakko@yahoo.com

Shafi'i M. Abdulhamid, Information Technology Department, Community College of Qatar, Doha, Qatar

shafii.abdulhamid@ccq.edu.qa

Abubakar Usman Othman, National Agency for Science and Engineering Infrastructure, Idu-Abuja, Nigeria

othman80s@yahoo.com

Published

2023-11-17

Issue

Section

Articles