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Load balancing based hyper heuristic algorithm for cloud task scheduling - 2020

Load balancing based hyper heuristic algorithm for cloud task scheduling

Research Area:  Cloud Computing


The cloud computing environment provides computing assets in a pay-per-use way for IT service providers. Guaranteeing QoS amid job scheduling is a most noticeable need. This paper proposed an algorithm that expects to accomplish all-around adjusted load crosswise over virtual machines for minimizing makespan time. The proposed algorithm provides balanced scheduling solutions by employing the honey bee load balancing and improvement detection operator to conclude which low-level heuristic is to be utilized to search improved candidate solutions. The consequences of the proposed task scheduling algorithm are matched with existing heuristic-based scheduling procedures. The experimental consequences demonstrate that our approach is efficient when it is compared with the existing algorithms.


Author(s) Name:   Abhishek Gupta, H. S. Bhadauria & Annapurna Singh

Journal name:  Journal of Ambient Intelligence and Humanized Computing

Conferrence name:  

Publisher name:  Springer

DOI:  10.1007/s12652-020-02127-3

Volume Information:  volume 12, pages 5845–5852 (2021)