ClowdFlows is an open source cloud based platform for composition, execution, and sharing of interactive machine learning and data mining workflows. We are building the ClowdFlows Web Marketplace on top of ClowdFlows to help businesses find methods and algorithms that fit their data and to connect machine learning researchers and developers with end-users and customers.
Developers contribute algorithms and methods in forms of workflow components.
Executed on the cloud
The workflows are executed on the clouds by end-users and businsses with their own custom data.
End-users receive valuable results, while developers receive a revenue share.
- 9,100 Workflows
- 1,200 Users
- 400 Components
ClowdFlows is an open source cloud based platform for composition, execution, and sharing of interactive machine learning and 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, ClowdFlows runs in all major Web browsers and platforms. 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 workflow from anywhere. Practictioners 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.