Palestra: In Graphic Detail: data science and visualization in application performance management

Sala:

Dia da semana:

5:00pm - 5:50pm

In this talk we’ll use real-world application data to illustrate key concepts in visualizing and analyzing time series performance metrics. We’ll scrutinize heatmaps, frequency charts, histograms, rug plots, box plots, scatter plots and other visualizations, breaking down their strengths and weaknesses and assess cost/benefit tradeoffs.

​We also cover statistical properties of time series data, comparing summary metrics and breaking down different kinds of distributions present in application performance metrics. All data and analyses will be made publicly available.

Tracks

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