Woken
Woken provides a web service and an API to execute on demand data analytics and machine learning algorithms encapsulated in Docker containers. Algorithms and their runtime are fetched from the Algorithm Repository, a Docker registry containing approved and compatible algorithms and their runtimes. Woken provides the algorithms with data loaded from a database, monitors the execution of the algorithm other one machine of a cluster, then it collects the result formatted as a PFA document and returns a response to the client. Woken tracks provenance information, runs cross-validation of the models produced by the ML algorithms.
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