A survey of data-intensive scientific workflow management
Nowadays, more and more computer-based scientific experiments need to handle massive
amounts of data. Their data processing consists of multiple computational steps and …
amounts of data. Their data processing consists of multiple computational steps and …
Scientific workflows: Past, present and future
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 …
scientific workflows. There have been very substantial advances in the representation of …
FAIR computational workflows
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 …
collection, data preparation, analytics, predictive modelling, and simulation that lead to new …
A community roadmap for scientific workflows research and development
The landscape of workflow systems for scientific applications is notoriously convoluted with
hundreds of seemingly equivalent workflow systems, many isolated research claims, and a …
hundreds of seemingly equivalent workflow systems, many isolated research claims, and a …
Cloud computing in e-Science: research challenges and opportunities
Abstract Service-oriented architecture (SOA), workflow, the Semantic Web, and Grid
computing are key enabling information technologies in the development of increasingly …
computing are key enabling information technologies in the development of increasingly …
[HTML][HTML] CD/CV: Blockchain-based schemes for continuous verifiability and traceability of IoT data for edge–fog–cloud
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 …
dataflows in edge–fog–cloud. A CD model based on extraction, transformation, and load …
Human activity recognition from sensor-based large-scale continuous monitoring of Parkinson's disease patients
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 …
monitor gait and mobility in early-stage Parkinson's disease (PD) patients. In the Multiple …
HyperFlow: A model of computation, programming approach and enactment engine for complex distributed workflows
This paper presents HyperFlow: a model of computation, programming approach and
enactment engine for scientific workflows. Workflow programming in HyperFlow combines a …
enactment engine for scientific workflows. Workflow programming in HyperFlow combines a …
Big data scientific workflows in the cloud: Challenges and future prospects
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 …
related to scientific computing and business analytics. With time, they have found …
Scientific workflow clustering and recommendation leveraging layer hierarchical analysis
This article proposes an approach for identifying and recommending scientific workflows for
reuse and repurposing. Specifically, a scientific workflow is represented as a layer hierarchy …
reuse and repurposing. Specifically, a scientific workflow is represented as a layer hierarchy …