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near-data-processing

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CMU-SAFARI / NATSA

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NATSA is the first near-data-processing accelerator for time series analysis based on the Matrix Profile (SCRIMP) algorithm. NATSA exploits modern 3D-stacked High Bandwidth Memory (HBM) to enable efficient and fast matrix profile computation near memory. Described in ICCD 2020 by Fernandez et al. https://people.inf.ethz.ch/omutlu/pub/NATSA_time-…

accelerator hbm time-series-analysis matrix-profile near-data-processing scrimp
  • Updated Jun 14, 2023
  • C++

CMU-SAFARI / GenStore

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GenStore is the first in-storage processing system designed for genome sequence analysis that greatly reduces both data movement and computational overheads of genome sequence analysis by exploiting low-cost and accurate in-storage filters. Described in the ASPLOS 2022 paper by Mansouri Ghiasi et al. at https://people.inf.ethz.ch/omutlu/pub/GenS…

ftl ssd sequence-alignment read-mapping long-reads hardware-accelerator near-data-processing pre-alignment-filtering in-storage-processing exact-matching
  • Updated Apr 6, 2022
  • C

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