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Apache Kafka - A distributed event streaming platform
Upserts, Deletes And Incremental Processing on Big Data.
Apache Celeborn is an elastic and high-performance service for shuffle and spilled data.
Firestorm is a Remote Shuffle Service, and provides the capability for Apache Spark and Apache Hadoop MapReduce applications to store shuffle data on remote servers