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John Lunney

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titleconferencedate
Maximizing Utilization for LLM AcceleratorsSREcon25 Europe/Middle East/Africa2025-10-07
Measures utilization at the 95th-percentile utilization across a week and breaks losses into five concrete categories: a model-dependent ceiling…
Talk on
Lightning TalksSREcon24 Europe/Middle East/Africa2024-10-29
Nine four-minute briefs give concrete takeaways: an argument for measuring the meantime to recovery of engineers and scheduling to prevent burnout; GCE rollout…
Lightning on
Meaningful AvailabilityNSDI 20202020-02-25
Proposes a concrete metric, windowed user-uptime, that labels each user's intervals as up or down by treating user requests as user probes via request…
Talk on
Postmortem Action Items: Plan the Work and Work the PlanSREcon17 Europe/Middle East/Africa2017-08-30
Postmortem practice centers on concrete, measurable follow through: classify action items as prevention, mitigation, detection, require at least one P0 or P1…
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