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Real-Time ML Applications at Scale with Flink and Beam on Kubernetes and GCP
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In this video, we are talking about Rapido's streaming data platform which power's the Real-time processing platform and enables us to solve various use cases at scale. The video discusses how Flink is integrated via GCP ecosystem and open source projects like Presto. We also discuss how we maintain the Observability of clusters and Jobs and how we scale the deployments in Cloud-native ways via Kubernetes Operators as well as lessons learned from managing Flink at Scale for the past two years.
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Real-Time ML Applications at Scale with Flink and Beam on Kubernetes and GCP
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