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Real time transformation and visualization of science experiments

Problem Statement

Running science experiments which are resource intensive and time consuming tasks will cause bottleneck in work flow of a scientist. Scientist has to wait until the experiment is complete to check whether the experiment is successful or failure. If the experiment fails because of some trivial parameter error, an experiment has to be triggered again from scratch.

Proposed solution

Our project proposes a real time feedback system which the scientist

• Can monitor the progress of the experiment by extracting the logs of the experiment
• Can apply user defined custom transformations on the logs
• Visualizes the status of the experiment in real time post the transformation.

Napkin diagram of the proposed solution

Reference architecture for the proposed solution