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Tanner Lund

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titleconferencedate
Patterns, Not Categories: Learning Across IncidentsSREcon23 Asia/Pacific2023-06-14
Argues that category counts and statistical bucketing often fail to produce actionable fixes, citing a 2017 Microsoft cross-division analysis that collapses…
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Functional Resonance Analysis: Diagramming Your SystemSREcon23 Asia/Pacific2023-06-14
Functional Resonance Analysis diagrams systems as functions (hexagons) with explicit inputs → outputs, consumable resources and controls, then ties outputs…
Talk on
Learning at Scale Is Hard! Outage Pattern Analysis and Dirty DataSREcon18 Americas2018-03-27
Microsoft Azure teams build a pipeline that starts with post-mortem text clustering (cleaning HTML with BeautifulSoup), fits ML models but finds model fitting…
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