Scheduling workflow in cloud computing based on hybrid particle swarm algorithm

SJ Xue, W Wu - Indonesian Journal of Electrical …, 2012 - garuda.kemdikbud.go.id
The cost minimization with due dates in cloud computing workflow is an intractable problem.
Taking the characteristics in cloud computing of pay-per-use and resource virtualization into …

An energy aware resource allocation based on combination of CNN and GRU for virtual machine selection

Z Khodaverdian, H Sadr, SA Edalatpanah… - Multimedia tools and …, 2024 - Springer
The use of cloud computing service models is rapidly increasing, but inefficient resource
usage in cloud data centers can lead to great energy consumption and costs. To address …

Energy-aware systems for real-time job scheduling in cloud data centers: A deep reinforcement learning approach

J Yan, Y Huang, A Gupta, A Gupta, C Liu, J Li… - Computers and …, 2022 - Elsevier
With the advantages such as high-performance, low-maintenance, and reliability, more and
more companies are moving their computing infrastructures to the cloud. In the meantime …

Energy-efficient load balancing algorithm for workflow scheduling in cloud data centers using queuing and thresholds

N Malik, M Sardaraz, M Tahir, B Shah, G Ali… - Applied Sciences, 2021 - mdpi.com
Cloud computing is a rapidly growing technology that has been implemented in various
fields in recent years, such as business, research, industry, and computing. Cloud …

An improved genetic algorithm using greedy strategy toward task scheduling optimization in cloud environments

Z Zhou, F Li, H Zhu, H Xie, JH Abawajy… - Neural Computing and …, 2020 - Springer
Cloud computing is an emerging distributed system that provides flexible and dynamically
scalable computing resources for use at low cost. Task scheduling in cloud computing …

An extensive exploration of techniques for resource and cost management in contemporary cloud computing environments

RSSK Dittakavi - Applied Research in Artificial Intelligence and …, 2021 - researchberg.com
Resource and cost optimization techniques in cloud computing environments target
minimizing expenditure while ensuring efficient resource utilization. This study categorizes …

Energy-aware prediction-based load balancing approach with VM migration for the cloud environment

D Patel, RK Gupta, RK Pateriya - Data, Engineering and Applications …, 2019 - Springer
Computing has become a prominent computing model to endure processing of large
volumetric data utilizing clusters of commodity computers. Due to the extensive demand of …

Resource usage cost optimization in cloud computing using machine learning

P Osypanka, P Nawrocki - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
Cloud computing is gaining popularity among small and medium-sized enterprises. The cost
of cloud resources plays a significant role for these companies and this is why cloud …

Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security

D Grzonka, A Jakóbik, J Kołodziej, S Pllana - Future generation computer …, 2018 - Elsevier
Cloud Computing is one of the most intensively developed solutions for large-scale
distributed processing. Effective use of such environments, management of their high …

Job scheduling for cloud computing using neural networks

M Maqableh, H Karajeh, R Masa'deh - Communications and …, 2014 - go7publish.com
Cloud computing aims to maximize the benefit of distributed resources and aggregate them
to achieve higher throughput to solve large scale computation problems. In this technology …