OLTP in Wonderland

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Provided by: Association for Computing Machinery
Topic: Big Data
Format: PDF
For several decades, online transaction processing has been one of the main applications that drives innovations in the data management ecosystem, and in turn the database and computer architecture communities. Despite the novel approaches from industry and various research proposals from academia, recent studies emphasize that OLTP workloads still cannot exploit the full capability of modern processors. To better integrate OLTP and hardware in future systems, the authors perform a detailed analysis of instruction and data misses, the main causes of memory stalls.
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