ClowdFlows: A Cloud Based Scientific Workflow Platform
Abstract
This paper presents an open cloud based platform for composition, execution, and sharing of interactive data mining workflows. It is based on the principles of service-oriented knowledge discovery, and features interactive scientific workflows. In contrast to comparable data mining platforms, our platform runs in all major Web browsers and platforms, including mobile devices. In terms of crowdsourcing, ClowdFlows provides researchers with an easy way to expose and share their work and results, as only an Internet connection and a Web browser are required to access the workflows from anywhere. Practitioners can use ClowdFlows to seamlessly integrate and join different implementations of algorithms, tools and Web services into a coherent workflow that can be executed in a cloud based application. ClowdFlows is also easily extensible during run-time by importing Web services and using them as new workflow components.
Cite
Text
Kranjc et al. "ClowdFlows: A Cloud Based Scientific Workflow Platform." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2012. doi:10.1007/978-3-642-33486-3_54Markdown
[Kranjc et al. "ClowdFlows: A Cloud Based Scientific Workflow Platform." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2012.](https://mlanthology.org/ecmlpkdd/2012/kranjc2012ecmlpkdd-clowdflows/) doi:10.1007/978-3-642-33486-3_54BibTeX
@inproceedings{kranjc2012ecmlpkdd-clowdflows,
title = {{ClowdFlows: A Cloud Based Scientific Workflow Platform}},
author = {Kranjc, Janez and Podpecan, Vid and Lavrac, Nada},
booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
year = {2012},
pages = {816-819},
doi = {10.1007/978-3-642-33486-3_54},
url = {https://mlanthology.org/ecmlpkdd/2012/kranjc2012ecmlpkdd-clowdflows/}
}