Pydata Madrid 2016 video: Towards a full stack python monitoring+analytics framework

Presentation for PyData Madrid 2016: Towards a full stack python monitoring+analytics framework

In this talk, we attempt to design a full stack python monitoring+analytics framework capable to face those new challenges. For such a purpose we study several state of the art libraries and tools covering all the pieces involved in the framework:

• Agents and brokers for data acquisition (ncpa, dweepy, phant, paho, hbmqtt...)
• Data storage (gnocchi, Arctic, HDF5, RRD...)
• Analytics (numpy, pandas, scikit-learn...)
• Dashboard generation (Bokeh, plotly, matplotlib...)
• Alarm raising (mqttwarn, telegram bots...)