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In-person + Virtual
October 11-15
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Wednesday, October 13 • 11:00am - 11:35am
How to Improve Your Kubernetes Experience with Service Mesh and MLOps - Maksim Chudnovskii & Igor Gustomyasov, Sber

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In this session, speakers will talk about using a machine learning approach to optimize application performance in Kubernetes clusters in a large private cloud (50+ On-Premise Kubernetes Clusters in a Private Cloud, 500+ Compute Nodes, 10+ Istio Meshes. The speech from Sberbank will cover concrete practical cases and tell in detail about the experience of using machine learning models, consider in detail the architecture of the models, as well as the process of preparing training data, which is based on service mesh telemetry.
Speakers
avatar for Maksim Chudnovskii

Maksim Chudnovskii

Chief Software Development Manager, Sber
10 years of experience in software development and architecture, including 5 years in the banking industry as a developer, product manager, solution architect, and system architect. Key areas of the experience: High load integration solutions, Distributed platform solutions based... Read More →
avatar for Igor Gustomyasov

Igor Gustomyasov

Head of Integration Department, Sber
Igor holds the position of Managing Director responsible for Synapse - service mesh-based target integration platform for Sberank and its growing ecosystem. Before this Igor was leading Center of Competence for integration solutions at Sberbank-Technology. During his career Igor was... Read More →

KubeCon NA 2021 MaksimChudnovskii&IgorGustomyasov pdf
Wednesday October 13, 2021 11:00am - 11:35am PDT
Concourse Hall 152 + Online
  Service Mesh