[HTML][HTML] A survey of domains in workflow scheduling in computing infrastructures: Community and keyword analysis, emerging trends, and taxonomies

L Versluis, A Iosup - Future generation computer systems, 2021 - Elsevier
Workflows are prevalent in today's computing infrastructures as they support many domains.
Different Quality of Service (QoS) requirements of both users and providers makes workflow …

Cost and makespan scheduling of workflows in clouds using list multiobjective optimization technique

P Han, C Du, J Chen, F Ling, X Du - Journal of Systems Architecture, 2021 - Elsevier
Highly scalable resource supply capacity of cloud computing has greatly improved the
execution speed of workflow applications, however, traditional workflow scheduling …

The role of machine learning in scientific workflows

E Deelman, A Mandal, M Jiang… - … Journal of High …, 2019 - journals.sagepub.com
Machine learning (ML) is being applied in a number of everyday contexts from image
recognition, to natural language processing, to autonomous vehicles, to product …

Task scheduling based on minimization of makespan and energy consumption using binary GWO algorithm in cloud environment

G Natesan, N Manikandan, K Pradeep… - Peer-to-Peer Networking …, 2023 - Springer
The Cloud environment had been the go-to for many users recently. Once request from
users get submitted, cloud resources are put into action to fulfill the request. Scheduling is …

An optimized weighted average makespan in fault-tolerant heterogeneous MPSoCs

H Youness, A Omar, M Moness - IEEE Transactions on Parallel …, 2021 - ieeexplore.ieee.org
The multiprocessor system on chips (MPSoCs) are considered today the core of most
modern systems. Most of the applications of these heterogeneous MPSoCs include critical …

A Survey and Annotated Bibliography of Workflow Scheduling in Computing Infrastructures: Community, Keyword, and Article Reviews--Extended Technical Report

L Versluis, A Iosup - arXiv preprint arXiv:2004.10077, 2020 - arxiv.org
Workflows are prevalent in today's computing infrastructures. The workflow model support
various different domains, from machine learning to finance and from astronomy to …

Reproducible Performance Analysis & Engineering of Large-Scale IT Infrastructures

LFD Versluis - 2024 - research.vu.nl
Large-scale computing infrastructures, in particular cloud datacenters, have become a
backbone of modern society. Their usage, presence, and scale are increasing rapidly …

Economics of computing services: An overview of economic motivated solutions to Cloud Computing

J Altmann, JÁ Bañares, K Tserpes - Future Generation Computer Systems, 2020 - Elsevier
Advances in distributed systems technology have allowed for the provisioning of IT services
with increasing flexibility at an unprecedented scale. As the global market for infrastructure …

[PDF][PDF] DIMENSIONAMENTO DE RECURSOS PARA EXECUÇÃO DE WORKFLOWS CIENTÍFICOS EM AMBIENTES DE COMPUTAÇÃO DE ALTO DESEMPENHO

LCR Alvarenga - 2024 - eic.cefet-rj.br
Cientistas cada vez mais necessitam executar experimentos altamente exigentes em termos
computacionais. Estes experimentos são frequentemente modelados como workflows …

Predictive Resource Management for Scientific Workflows

CP Witt - 2020 - edoc.hu-berlin.de
Scientific experiments produce data at unprecedented volumes and resolutions. For the
extraction of insights from large sets of raw data, complex analysis workflows are necessary …