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Netflix is adopting the open-source Apache Flink Autoscaler for over 30,000 streaming jobs across multiple AWS regions. The operator-level approach replaces the cluster-level autoscaler for complex, stateful pipelines. One team saw a 58% reduction in annualized Flink compute costs, saving roughly $1.1 million annually.
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