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Future Data Systems

We are a CS research group building data-intensive systems

Popular repositories

  1. ColBERT ColBERT Public

    ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

    Python 2.6k 340

  2. macrobase macrobase Public

    MacroBase: A Search Engine for Fast Data

    Java 658 128

  3. noscope noscope Public

    Accelerating network inference over video

    Python 434 121

  4. sparser sparser Public

    Sparser: Raw Filtering for Faster Analytics over Raw Data

    C 429 54

  5. ARES ARES Public

    Python 321 36

  6. dawn-bench-entries dawn-bench-entries Public

    DAWNBench: An End-to-End Deep Learning Benchmark and Competition

    Python 256 74

Repositories

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  • gavel Public

    Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020

    Jupyter Notebook 120 MIT 31 8 1 Updated Dec 28, 2023
  • FAST Public

    End-to-end earthquake detection pipeline via efficient time series similarity search

    Jupyter Notebook 145 Apache-2.0 56 12 1 Updated Jul 6, 2023
  • pop-ncflow Public Forked from netcontract/ncflow

    Code for POP (SOSP 2021) and NCFlow (NSDI 2021)

    Jupyter Notebook 0 12 0 0 Updated Mar 7, 2023
  • sketchstore Public

    Algorithms for compressing and merging large collections of sketches

    Jupyter Notebook 5 Apache-2.0 2 0 3 Updated Nov 16, 2022
  • training_on_a_dime Public

    Scripts and logs for "Analysis and Expoitation of Dynamic Pricing in the Public Cloud for ML Training", which is to appear at DISPA 2020

    Jupyter Notebook 6 MIT 5 0 0 Updated Jul 27, 2020
  • equivariant-transformers Public

    Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org/abs/1901.11399

    Jupyter Notebook 86 MIT 10 1 0 Updated Jun 11, 2019
  • msketch Public

    Moments Sketch Code

    Jupyter Notebook 40 Apache-2.0 9 0 1 Updated Oct 31, 2018
  • ASAP Public

    ASAP: Prioritizing Attention via Time Series Smoothing

    Jupyter Notebook 189 Apache-2.0 31 1 0 Updated Apr 5, 2018
  • cs145-2017 Public
    Jupyter Notebook 43 28 0 1 Updated Feb 25, 2018
  • tKDC Public

    Repository for tKDE Experiments

    Jupyter Notebook 6 3 0 0 Updated Apr 27, 2017

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