Scientific workflows management and scheduling in cloud computing: taxonomy, prospects, and challenges

Z Ahmad, AI Jehangiri, MA Ala'anzy, M Othman… - IEEE …, 2021 - ieeexplore.ieee.org
Cloud computing provides solutions to a large number of organizations in terms of hosting
systems and services. The services provided by cloud computing are broadly used for …

Fault tolerant and data oriented scientific workflows management and scheduling system in cloud computing

Z Ahmad, AI Jehangiri, N Mohamed, M Othman… - IEEE …, 2022 - ieeexplore.ieee.org
Cloud computing is a virtualized, scalable, ubiquitous, and distributed computing paradigm
that provides resources and services dynamically in a subscription based environment …

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 …

A survey of modern scientific workflow scheduling algorithms and systems in the era of big data

J Liu, S Lu, D Che - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
This paper provides a survey of the state-of-the-art workflow scheduling algorithms with the
assumption of cloud computing being used as the underlying compute infrastructure in …

A hybrid algorithm for scheduling scientific workflows in cloud computing

M Sardaraz, M Tahir - IEEE Access, 2019 - ieeexplore.ieee.org
Cloud computing has become the main source for executing scientific experiments. It is an
effective technique for distributing and processing tasks on virtual machines. Scientific …

PSO-DS: a scheduling engine for scientific workflow managers

I Casas, J Taheri, R Ranjan, AY Zomaya - The Journal of Supercomputing, 2017 - Springer
Cloud computing, an important source of computing power for the scientific community,
requires enhanced tools for an efficient use of resources. Current solutions for workflows …

A balanced scheduler with data reuse and replication for scientific workflows in cloud computing systems

I Casas, J Taheri, R Ranjan, L Wang… - Future Generation …, 2017 - Elsevier
Cloud computing provides substantial opportunities to researchers who demand pay-as-you-
go computing systems. Although cloud provider (eg, Amazon Web Services) and application …

Dynamic multi-workflow scheduling: A deadline and cost-aware approach for commercial clouds

V Arabnejad, K Bubendorfer, B Ng - Future Generation Computer Systems, 2019 - Elsevier
Cloud computing, specifically its elastic, on demand, and pay per use instances, provide an
ideal model for resourcing large scale state-of-the-art scientific analyses. Such scientific …

A taxonomy and survey on scheduling algorithms for scientific workflows in IaaS cloud computing environments

MA Rodriguez, R Buyya - Concurrency and Computation …, 2017 - Wiley Online Library
Large‐scale scientific problems are often modeled as workflows. The ever‐growing data
and compute requirements of these applications has led to extensive research on how to …

Multi-criteria scheduling of scientific workflows in the Workflow as a Service platform

A Tarafdar, K Karmakar, RK Das, S Khatua - Computers and Electrical …, 2023 - Elsevier
The increasing use of workflows in various fields of science has led to the development of
the Workflow as a Service (WaaS) platform, which provides workflow execution as a service …