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Memory Hierarchy Characterization of NoSQL Applications through Full-System Simulation
2018
IEEE Transactions on Parallel and Distributed Systems
In this work, we conduct a detailed memory characterization of a representative set of modern datamanagement software (Cassandra, MongoDB, OrientDB and Redis) running an illustrative NoSQL benchmark suite (YCSB). These applications are widely popular NoSQL databases with different data models and features such as in-memory storage. We compare how these data-serving applications behave with respect to other well-known benchmarks, such as SPEC CPU2006, PARSEC and NAS Parallel Benchmark. The
doi:10.1109/tpds.2017.2787150
fatcat:gkmpr4vfvfc6rh6qqzjs6quhje