How to evaluate solutions in Pareto-based search-based software engineering: A critical review and methodological guidance

M Li, T Chen, X Yao - IEEE Transactions on Software …, 2020 - ieeexplore.ieee.org
With modern requirements, there is an increasing tendency of considering multiple
objectives/criteria simultaneously in many Software Engineering (SE) scenarios. Such a …

Scheduling energy consumption-constrained workflows in heterogeneous multi-processor embedded systems

J Chen, P Han, Y Zhang, T You, P Zheng - Journal of Systems Architecture, 2023 - Elsevier
Heterogeneous multi-processor architecture which achieves rich functionalities with different
types of processors, is widely used to provide powerful calculating capability while keeping …

Improved many-objective particle swarm optimization algorithm for scientific workflow scheduling in cloud computing

S Saeedi, R Khorsand, SG Bidgoli… - Computers & Industrial …, 2020 - Elsevier
Optimized scientific workflow scheduling can greatly improve the overall performance of
cloud computing. As workflow scheduling belongs to NP-complete problem, so, meta …

A hybrid multi-objective particle swarm optimization for scientific workflow scheduling

A Verma, S Kaushal - Parallel Computing, 2017 - Elsevier
Now-a-days, Cloud computing is a technology which eludes provision cost while providing
scalability and elasticity to accessible resources on a pay-per-use basis. To satisfy the …

Bi-objective workflow scheduling of the energy consumption and reliability in heterogeneous computing systems

L Zhang, K Li, C Li, K Li - Information Sciences, 2017 - Elsevier
Recent studies focus primarily on low energy consumption or execution time for task
scheduling with precedence constraints in heterogeneous computing systems. In most …

Resource-aware hybrid scheduling algorithm in heterogeneous distributed computing

MA Vasile, F Pop, RI Tutueanu, V Cristea… - Future Generation …, 2015 - Elsevier
Today, almost everyone is connected to the Internet and uses different Cloud solutions to
store, deliver and process data. Cloud computing assembles large networks of virtualized …

An efficient symbiotic organisms search algorithm with chaotic optimization strategy for multi-objective task scheduling problems in cloud computing environment

M Abdullahi, MA Ngadi, SI Dishing, BI Ahmad - Journal of Network and …, 2019 - Elsevier
Abstract In Cloud Computing model, users are charged according to the usage of resources
and desired Quality of Service (QoS). Multi-objective task scheduling problem based on …

Energy and cost-aware workflow scheduling in cloud computing data centers using a multi-objective optimization algorithm

A Mohammadzadeh, M Masdari… - Journal of Network and …, 2021 - Springer
A multi-objective optimization approach is suggested here for scientific workflow task-
scheduling problems in cloud computing. More frequently, scientific workflow involves a …

[HTML][HTML] Bi-objective scheduling algorithm for scientific workflows on cloud computing platform with makespan and monetary cost minimization approach

M Hosseini Shirvani, R Noorian Talouki - Complex & Intelligent Systems, 2022 - Springer
Scheduling of scientific workflows on hybrid cloud architecture, which contains private and
public clouds, is a challenging task because schedulers should be aware of task inter …

A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach

Y Asghari Alaie, M Hosseini Shirvani… - The Journal of …, 2023 - Springer
Heterogeneous cloud datacenters are well-suited and cost-efficient platforms for execution
of scientific workflows requested from academics. Workflow scheduling algorithms have …