HPC cloud for scientific and business applications: taxonomy, vision, and research challenges

MAS Netto, RN Calheiros, ER Rodrigues… - ACM Computing …, 2018 - dl.acm.org
High performance computing (HPC) clouds are becoming an alternative to on-premise
clusters for executing scientific applications and business analytics services. Most research …

A survey of data-intensive scientific workflow management

J Liu, E Pacitti, P Valduriez, M Mattoso - Journal of Grid Computing, 2015 - Springer
Nowadays, more and more computer-based scientific experiments need to handle massive
amounts of data. Their data processing consists of multiple computational steps and …

Dynamic steering of HPC scientific workflows: A survey

M Mattoso, J Dias, KACS Ocana, E Ogasawara… - Future Generation …, 2015 - Elsevier
The field of scientific workflow management systems has grown significantly as applications
start using them successfully. In 2007, several active researchers in scientific workflow …

A characterization of workflow management systems for extreme-scale applications

RF Da Silva, R Filgueira, I Pietri, M Jiang… - Future Generation …, 2017 - Elsevier
Automation of the execution of computational tasks is at the heart of improving scientific
productivity. Over the last years, scientific workflows have been established as an important …

Mashup: making serverless computing useful for hpc workflows via hybrid execution

RB Roy, T Patel, V Gadepally, D Tiwari - Proceedings of the 27th ACM …, 2022 - dl.acm.org
This work introduces Mashup, a novel strategy to leverage serverless computing model for
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …

A workflow management system for scalable data mining on clouds

F Marozzo, D Talia, P Trunfio - IEEE Transactions on Services …, 2016 - ieeexplore.ieee.org
The extraction of useful information from data is often a complex process that can be
conveniently modeled as a data analysis workflow. When very large data sets must be …

A provenance-based adaptive scheduling heuristic for parallel scientific workflows in clouds

D de Oliveira, KACS Ocaña, F Baião… - Journal of grid …, 2012 - Springer
In the last years, scientific workflows have emerged as a fundamental abstraction for
structuring and executing scientific experiments in computational environments. Scientific …

Computational resource and cost prediction service for scientific workflows in federated clouds

MJF Rosa, CG Ralha, M Holanda… - Future Generation …, 2021 - Elsevier
The use of cloud platforms has been widely encouraged in applications that require a lot of
processing power and storage such as scientific workflows. However, users who operate …

Daydream: Executing dynamic scientific workflows on serverless platforms with hot starts

RB Roy, T Patel, D Tiwari - SC22: International Conference for …, 2022 - ieeexplore.ieee.org
HPC applications are increasingly being designed as dynamic workflows for the ease of
development and scaling. This work demonstrates how the serverless computing model can …

Sciphy: a cloud-based workflow for phylogenetic analysis of drug targets in protozoan genomes

KACS Ocaña, D de Oliveira, E Ogasawara… - … in Bioinformatics and …, 2011 - Springer
Bioinformatics experiments are rapidly evolving with genomic projects that analyze large
amounts of data. This fact demands high performance computation and opens up for …