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Sponge: Fast Reactive Scaling for Stream Processing with Serverless FrameworksUSENIX ATC '232023-07-10
Sponge is a stream-processing runtime that pre-inserts router, transient and merge operators at compile time to avoid runtime state migration, redirects bursty…
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Apache Nemo: A Framework for Building Distributed Dataflow Optimization PoliciesUSENIX ATC '192019-07-10
Apache Nemo is an open-source Java framework (≈32K LOC) that converts jobs from Spark or Beam into an IR DAG and applies compile-time and runtime optimization…
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