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This paper describes the MaxStream federated stream processing architecture to support real-time business intelligence applications. MaxStream builds on and extends the SAP MaxDB relational database system in order to provide a federator over multiple underlying stream processing engines and databases. The paper shows preliminary results on usefulness and performance of the MaxStream architecture on the SAP Sales and Distribution Benchmark.
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