The Science and Fiction of Observability

Transcript

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2. WILLIAM LOUTH COMPLEXITY SCIENTIST

3. CONTROLLABILITY RESILIENCE ENGINEERING ADAPTIVE CONTROL RESOURCE MANAGEMENT OBSERVABILITY SERVICE COGNITION

   EPISODIC MEMORIES EVENT SIMULATION OPERABILITY VISUALIZATIONS LEARNING INTELLIGENCE
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6. DATABASE TABLES TRACES/METRICS/LOGS DATASET QUERY CHARTS CONSOLE

7. COLLECTIONS CHANNELS SENSORS FUSION SERVICES AGENTS CHANGES SIGNALS STATUS

8. LOGGING METRICS TRACING

9. MEASURE MODEL MEMORY

10. M EASUREMENT O VERHEAD M ODEL TRANSPORT M EMORY STORAGE

    ACCURACY ATTENTION SIGNIFICANCE

11. M EASUREMENT MEMORY MODEL M3 M3 M3 M3 M3 M3

12. INSTRUMENT MEASURE COLLECT TRANSMIT STORE DATA • COST • TIME

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14. ENCODE STORE RETRIEVE

15. SENSORY SHORT-TERM LONG-TERM IMPLICIT SEMANTIC DECLARATIVE PROCEDURAL EXPLICIT EPISODIC

16. EFFECTIVE MONITORING DEPENDS ON ORGANIZED MEMORY

17. RECOLLECTION SEARCH RECOGNITION SUGGESTIVE MATURITY

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28. TRACING METRICS LOGGING METERING MIRRORING SIMULATION SIGNALLING RECONSTRUCTION . EXPLORATIVE

    . DEVELOPER . MACHINE OPERATIONAL . EFFECTIVENESS . DEVOPS . HUMAN

29. OBSERVED OBSERVER SIGNALS STATES INFERENCE

30. LOGS TRACES METRICS SIGNALS STATES

31. LOGGING TRACING METRICS SIGNALS STATES EXPANSIVE SEARCH EFFECTIVE SUGGESTIVE EFFICIENT

    SHIFTS DETECTION PREDICTION DASHBOARD PRESENT DIAGNOSTICS PAST RELATABLE RELEVANT RETROSPECT SITUATION SIGNIFICANCE SUCCESSION

32. PREDICTED PREDICTED UNEXPECTED

33. DECKARD “MEMORIES! YOU'RE TALKING ABOUT MEMORIES!” TYRELL “IF WE GIFT

    THEM WITH A PAST, WE CREATE A CUSHION OR A PILLOW FOR THEIR EMOTIONS, AND CONSEQUENTLY, WE CAN CONTROL THEM BETTER.”