Turning high-velocity data into leverage for people
summary
Instrumented hosts get reduced to actionable signals: a simple forecast that divides remaining disk by last-hour usage flags three hosts likely to run out in a week, with an alert rule for five days of disk space; an interactive UI released last week combines a heat map and parallel axes view plus scatter plots to select clusters and surface over-represented properties; the correlation panel highlights the quantizer service correlation with low CPU and high memory so ops can target fixes.
AI-written summary · about
chapters (5)
related talks
10mTurning data into leverage
36mSnakes on a Cloud: "Data science, meet DevOps"
38mThe Structure and Interpretation of Graphs
21mGraphing tools for scheduler tracing
36mExtracting Relevant Metrics with Spectral Clustering
31mBuilding a User Maintainable Visualization Dashboard for...
22mOne-click analysis: Detecting and visualizing insights automatically
01h 55mUse your data to tell stories