StreamTune learns from historical streaming-job DAGs to recommend operator parallelism by predicting operator-level bottlenecks with a monotonic constraint.
StreamOps: Cloud-native runtime management for streaming services in bytedance,
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Learning from the Past: Adaptive Parallelism Tuning for Stream Processing Systems
StreamTune learns from historical streaming-job DAGs to recommend operator parallelism by predicting operator-level bottlenecks with a monotonic constraint.