Justin extends Flink's DS2 auto-scaler to decide between scaling out (more tasks) and scaling up (more memory per task), using RocksDB cache hit rates and state access latency.
https://storm.apache.org/ (Feb 2025)
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Justin: Hybrid CPU/Memory Elastic Scaling for Distributed Stream Processing
Justin extends Flink's DS2 auto-scaler to decide between scaling out (more tasks) and scaling up (more memory per task), using RocksDB cache hit rates and state access latency.