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Ramki Ramakrishna

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Automated Performance Tuning with Bayesian OptimizationMesosCon North America 20172017-09-13
Describes a production system that uses Bayesian optimization (Spearmint) to tune JVM and container knobs via Mesos/Aurora orchestration, injecting configs and…
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Continuous Optimization of MIcroservices using Machine LearningDevoxx US 20172017-03-21
Twitter builds a Bayesian optimization service and uses it to tune a Java microservice by changing 30 JVM knobs simultaneously, running suggestions…
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