Memory Hierarchy Characterization of NoSQL Applications through Full-System Simulation.

Adrian Colaso,Pablo Prieto,Jose Angel Herrero,Pablo Abad Fidalgo,Lucia G. Menezo,Valentin Puente,José-Ángel Gregorio

IEEE Transactions on Parallel and Distributed Systems（2018）

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摘要

In this work, we conduct a detailed memory characterization of a representative set of modern data-management 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 respec...

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关键词

Benchmark testing,Software,Hardware,Data models,Distributed databases,NoSQL databases

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