Cost optimization approaches for scientific workflow scheduling in cloud and grid computing: A review, classifications, and open issues

EN Alkhanak, SP Lee, R Rezaei, RM Parizi - Journal of Systems and …, 2016 - Elsevier
Workflow scheduling in scientific computing systems is one of the most challenging
problems that focuses on satisfying user-defined quality of service requirements while …

Evolutionary multi-objective workflow scheduling in cloud

Z Zhu, G Zhang, M Li, X Liu - IEEE Transactions on parallel and …, 2015 - ieeexplore.ieee.org
Cloud computing provides promising platforms for executing large applications with
enormous computational resources to offer on demand. In a Cloud model, users are …

Workflow scheduling using hybrid GA‐PSO algorithm in cloud computing

AM Manasrah, H Ba Ali - Wireless Communications and Mobile …, 2018 - Wiley Online Library
Cloud computing environment provides several on‐demand services and resource sharing
for clients. Business processes are managed using the workflow technology over the cloud …

Algorithms for cost-and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds

M Malawski, G Juve, E Deelman, J Nabrzyski - Future Generation …, 2015 - Elsevier
Large-scale applications expressed as scientific workflows are often grouped into
ensembles of inter-related workflows. In this paper, we address a new and important …

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 …

Workflow scheduling in cloud: a survey

F Wu, Q Wu, Y Tan - The Journal of Supercomputing, 2015 - Springer
To program in distributed computing environments such as grids and clouds, workflow is
adopted as an attractive paradigm for its powerful ability in expressing a wide range of …

Real-time multiple-workflow scheduling in cloud environments

X Ma, H Xu, H Gao, M Bian - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
With the development of cloud computing, an increasing number of applications in different
fields have been deployed to the cloud. In this process, the real-time scheduling of multiple …

Deadline-constrained cost optimization approaches for workflow scheduling in clouds

Q Wu, F Ishikawa, Q Zhu, Y Xia… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Nowadays it is becoming more and more attractive to execute workflow applications in the
cloud because it enables workflow applications to use computing resources on demand …

Elastic scheduling for microservice applications in clouds

S Wang, Z Ding, C Jiang - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
Microservices are widely used for flexible software development. Recently, containers have
become the preferred deployment technology for microservices because of fast start-up and …

Budget and deadline aware e-science workflow scheduling in clouds

V Arabnejad, K Bubendorfer… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Basic science is becoming ever more computationally intensive, increasing the need for
large-scale compute and storage resources, be they within a High Performance Computer …