A case for hardware-supported sub-cache line accesses

DaMoN(2018)

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摘要
Largely, the performance of main-memory databases is limited by the growing memory gap. To be efficient, a DBMS cannot waste any bandwidth. However, this is exactly the case when 64-byte cache lines are transferred but only parts of these are used. We present a cache simulator that measures this waste, show that current databases waste up to 70% of the available bandwidth, and discuss a new gather instruction with sub-cache line access granularity that could reduce this waste.
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关键词
Cache Line Utilization, Memory Bandwidth, Near-Data Processing, In-Memory Database Management Systems
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