Join Alena Hall (https://twitter.com/lenadroid) as she presents "Reactive-Interactive Approaches to Visualization of F# jobs"
This talk will show lightweight approaches for web based visualization of server side computations for data science jobs written in F#. These jobs you'd often launch some analytic algorithms on input data and the algorithms may run either on a single local server or be distributed across the cloud, clusters or other locations. There can be different data sources, different places or locations where algorithms are being performed, and various kinds of jobs that produce the updated overall result each time when data changes, updates or new data comes. This talk will cover these concepts and ideas.
An example we can use is with MBrace or other cloud computing framework for performing jobs. If updates are frequent and it's important to keep an eye on these metrics, having an interactive visualization for the results is important.
During the talk we will take a number of jobs, go through the options we have and see the examples of how to use and combine F#, SignalR web sockets and JS together for visualization of various computing job results to display them in a beautiful web interactive and flexible way.