Job scheduling for big data analytical applications in clouds: A taxonomy study

Y Kang, L Pan, S Liu - Future Generation Computer Systems, 2022 - Elsevier
Cloud environments have provided great help for the development of big data. Today, cloud
environments have become the most active platform for big data analysis applications …

Energy and performance-efficient task scheduling in heterogeneous virtualized cloud computing

M Hussain, LF Wei, A Lakhan, S Wali, S Ali… - … Informatics and Systems, 2021 - Elsevier
In virtualized cloud computing systems, energy reduction is a serious concern since it can
offer many major advantages, such as reducing running costs, increasing system efficiency …

A survey on energy‐efficient workflow scheduling algorithms in cloud computing

P Verma, AK Maurya, RS Yadav - Software: Practice and …, 2024 - Wiley Online Library
The advancements in computing and storage capabilities of machines and their fusion with
new technologies like the Internet of Thing (IoT), 5G networks, and artificial intelligence, to …

Deadline-constrained energy-aware workflow scheduling in geographically distributed cloud data centers

M Hussain, LF Wei, A Rehman, F Abbas… - Future Generation …, 2022 - Elsevier
The energy cost of cloud data centers is increasingly concerned worldwide; the minimization
of energy cost is becoming an urgent problem. Considering data centers are geographically …

A two-stage estimation of distribution algorithm with heuristics for energy-aware cloud workflow scheduling

Y Xie, XY Wang, ZJ Shen, YH Sheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the enormous increase in energy usage by cloud data centers for handling various
workflow applications, the energy-aware cloud workflow scheduling has become a hot …

A dynamic multipopulation genetic algorithm for multiobjective workflow scheduling based on the longest common sequence

H Qiu, X Xia, Y Li, X Deng - Swarm and Evolutionary Computation, 2023 - Elsevier
A cloud workflow scheduling problem is extremely challenging for its large scale and the
elasticity and heterogeneity of cloud resources. In this paper, we model a cloud workflow …

Power efficient virtual machine placement in cloud data centers with a discrete and chaotic hybrid optimization algorithm

S Gharehpasha, M Masdari, A Jafarian - Cluster Computing, 2021 - Springer
Cloud computing is a new computation technology that provides services to consumers and
businesses. The main idea of Cloud computing is to present software and hardware services …

A survey of low-energy parallel scheduling algorithms

G Xie, X Xiao, H Peng, R Li, K Li - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
High energy consumption is one of the biggest obstacles to the rapid development of
computing systems, and reducing energy consumption is quite urgent and necessary for …

Look-ahead workflow scheduling with width changing trend in clouds

L Yang, L Ye, Y Xia, Y Zhan - Future Generation Computer Systems, 2023 - Elsevier
With the migration of more and more workflows to clouds, cloud workflow scheduling
becomes the main bottleneck for meeting user's Quality of Service (QoS) due to the …

Deadline-constrained cost-aware workflow scheduling in hybrid cloud

M Hussain, MX Luo, A Hussain, MH Javed… - … Modelling Practice and …, 2023 - Elsevier
Cloud computing offers resources to users for computing and storage needs on the policy
pay-what-you-use model. A private cloud is an excellent cost-saving option because the …