Frequent Item Computation on a Chip

@article{Teubner2011FrequentIC,
  title={Frequent Item Computation on a Chip},
  author={Jens Teubner and Ren{\'e} M{\"u}ller and Gustavo Alonso},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2011},
  volume={23},
  pages={1169-1181}
}
Computing frequent items is an important problem by itself and as a subroutine in several data mining algorithms. In this paper, we explore how to accelerate the computation of frequent items using field-programmable gate arrays (FPGAs) with a threefold goal: increase performance over existing solutions, reduce energy consumption over CPU-based systems, and explore the design space in detail as the constraints on FPGAs are very different from those of traditional software-based systems. We… CONTINUE READING
Highly Cited
This paper has 34 citations. REVIEW CITATIONS
20 Citations
17 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 20 extracted citations

References

Publications referenced by this paper.

Similar Papers

Loading similar papers…