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 …

Scientific workflows: Past, present and future

M Atkinson, S Gesing, J Montagnat, I Taylor - Future Generation Computer …, 2017 - Elsevier
This special issue and our editorial celebrate 10 years of progress with data-intensive or
scientific workflows. There have been very substantial advances in the representation of …

Cloud computing in e-Science: research challenges and opportunities

X Yang, D Wallom, S Waddington, J Wang… - The Journal of …, 2014 - Springer
Abstract Service-oriented architecture (SOA), workflow, the Semantic Web, and Grid
computing are key enabling information technologies in the development of increasingly …

FAIR computational workflows

C Goble, S Cohen-Boulakia, S Soiland-Reyes… - Data …, 2020 - direct.mit.edu
Computational workflows describe the complex multi-step methods that are used for data
collection, data preparation, analytics, predictive modelling, and simulation that lead to new …

A community roadmap for scientific workflows research and development

RF Da Silva, H Casanova, K Chard… - … IEEE Workshop on …, 2021 - ieeexplore.ieee.org
The landscape of workflow systems for scientific applications is notoriously convoluted with
hundreds of seemingly equivalent workflow systems, many isolated research claims, and a …

Big data scientific workflows in the cloud: Challenges and future prospects

S Khan, SA Ali, N Hasan, KA Shakil, M Alam - Cloud Computing for …, 2019 - Springer
The concept of workflows was implemented to mitigate the complexities involved in tasks
related to scientific computing and business analytics. With time, they have found …

[HTML][HTML] CD/CV: Blockchain-based schemes for continuous verifiability and traceability of IoT data for edge–fog–cloud

C Martinez-Rendon, JL González-Compeán… - Information Processing …, 2023 - Elsevier
This paper presents a continuous delivery/continuous verifiability (CD/CV) method for IoT
dataflows in edge–fog–cloud. A CD model based on extraction, transformation, and load …

HyperFlow: A model of computation, programming approach and enactment engine for complex distributed workflows

B Balis - Future Generation Computer Systems, 2016 - Elsevier
This paper presents HyperFlow: a model of computation, programming approach and
enactment engine for scientific workflows. Workflow programming in HyperFlow combines a …

Human activity recognition from sensor-based large-scale continuous monitoring of Parkinson's disease patients

WY Cheng, A Scotland, F Lipsmeier… - 2017 IEEE/ACM …, 2017 - ieeexplore.ieee.org
Smartphone-based assessments have been considered a potential solution to passively
monitor gait and mobility in early-stage Parkinson's disease (PD) patients. In the Multiple …

[图书][B] Data-Intensive Workflow Management

DCM De Oliveira, J Liu, E Pacitti - 2022 - books.google.com
Workflows may be defined as abstractions used to model the coherent flow of activities in the
context of an in silico scientific experiment. They are employed in many domains of science …