[HTML][HTML] A hybrid metaheuristic for multi-objective scientific workflow scheduling in a cloud environment

N Anwar, H Deng - Applied sciences, 2018 - mdpi.com
Cloud computing has emerged as a high-performance computing environment with a large
pool of abstracted, virtualized, flexible, and on-demand resources and services. Scheduling …

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 …

Efficient scheduling of scientific workflow actions in the cloud based on required capabilities

M Krämer - Data Management Technologies and Applications: 9th …, 2021 - Springer
Distributed scientific workflow management systems processing large data sets in the Cloud
face the following challenges:(a) workflow tasks require different capabilities from 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 …

ECOS: An efficient task-clustering based cost-effective aware scheduling algorithm for scientific workflows execution on heterogeneous cloud systems

M Dong, L Fan, C Jing - Journal of Systems and Software, 2019 - Elsevier
Cloud Computing provides an attractive execution environment for scientific workflow
execution. However, due to the increasingly high charge cost of using cloud service, cost …

Taxonomies of workflow scheduling problem and techniques in the cloud

S Smanchat, K Viriyapant - Future Generation Computer Systems, 2015 - Elsevier
Scientific workflows, like other applications, benefit from the cloud computing, which offers
access to virtually unlimited resources provisioned elastically on demand. In order to …

Multi-objective scheduling strategy for scientific workflows in cloud environment: A firefly-based approach

M Adhikari, T Amgoth, SN Srirama - Applied Soft Computing, 2020 - Elsevier
Cloud computing is a distributed computing paradigm, that provides infrastructure and
services to the users using the pay-as-you-use billing model. With the increasing demands …

A cloud broker for executing deadline-constrained periodic scientific workflows

H Taheri, S Abrishami… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Scheduling workflows in cloud environments is an important issue that many types of
research have been conducted in this field. However, these approaches often focus on …

A cost-effective scheduling algorithm for scientific workflows in clouds

M Zhu, Q Wu, Y Zhao - 2012 ieee 31st international …, 2012 - ieeexplore.ieee.org
Cloud computing enables the delivery of computing, software, storage, and data access
through web browsers as a metered service. In addition to commercial applications, an …

User defined weight based budget and deadline constrained workflow scheduling in cloud

S Gupta, RS Singh, UD Vasant… - … Practice and Experience, 2021 - Wiley Online Library
Cloud computing is a technology that is being used by scientists for the execution of huge
scale workflows as it has various features such as availability, faster, cheaper, elasticity, and …