Vectorized Bloom filters for advanced SIMD processors

@inproceedings{Polychroniou2014VectorizedBF,
  title={Vectorized Bloom filters for advanced SIMD processors},
  author={Orestis Polychroniou and Kenneth A. Ross},
  booktitle={DaMoN},
  year={2014}
}
Analytics are at the core of many business intelligence tasks. Efficient query execution is facilitated by advanced hardware features, such as multi-core parallelism, shared-nothing low-latency caches, and SIMD vector instructions. Only recently, the SIMD capabilities of mainstream hardware have been augmented with wider vectors and non-contiguous loads termed gathers. While analytical DBMSs minimize the use of indexes in favor of scans based on sequential memory accesses, some data structures… CONTINUE READING

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