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This conference talk explores how to build resilient data pipelines using Apache Flink on Karmada across multiple Kubernetes clusters. Learn how Bloomberg's Streaming Analytics team collaborated with the Karmada community to enhance failover capabilities for stateful workloads. Discover the challenges of intelligently scheduling stateful applications while maintaining state consistency during failovers in multi-cluster Kubernetes environments. The presentation covers open source enhancements to Karmada that address these challenges and demonstrates how to apply these solutions to other stateful use cases beyond Apache Flink. Gain practical insights into improving workload resiliency while preserving critical state information for data processing applications.
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