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Stefano Doni

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titleconferencedate
Optimize Kubernetes costs while matching your application SLO using AIKCD Italy 20212021-11-17
Explains Kubernetes resource management challenges that lead to high infrastructure costs and performance problems for microservices, and analyzes those…
Talk in Italian on
Automating Performance Tuning with Machine LearningSREcon212021-10-12
Claims an automated reinforcement learning optimizer applies configurations via Kubernetes APIs runs Locust load tests and collects Prometheus and Istio…
Talk on
Let the machines optimize the machinesConf42 Site Reliability Engineering 20212021-09-30
Claim: Akamas’ machine learning optimizer automatically tunes hundreds of JVM and Kubernetes parameters by iterating apply‑workload‑measure cycles using…
Talk on
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