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Modern stream processing systems often rely on embedded key-value stores, like RocksDB, to manage the state of long-running computations. Evaluating the performance of these stores when used for streaming workloads is cumbersome as it requires the configuration and deployment of a stream processing system that integrates the respective store, and the execution of representative queries to collect measurements.
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Asyabi et al. (2022) studied this question.
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