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Future Data Systems

We are a CS research group building data-intensive systems

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  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 2.7k 355

  2. macrobase macrobase Public

    MacroBase: A Search Engine for Fast Data

    Java 659 128

  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 367 42

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

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

    Python 257 74

Repositories

Showing 10 of 70 repositories
  • ARES Public
    stanford-futuredata/ARES’s past year of commit activity
    Python 367 Apache-2.0 42 5 0 Updated Jul 1, 2024
  • ACORN Public

    state-of-the-art search over vector embeddings and structured data (SIGMOD '24)

    stanford-futuredata/ACORN’s past year of commit activity
    C++ 22 MIT 3 2 0 Updated Jun 19, 2024
  • ColBERT Public

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

    stanford-futuredata/ColBERT’s past year of commit activity
    Python 2,660 MIT 355 64 19 Updated Jun 13, 2024
  • FrugalGPT Public

    FrugalGPT: better quality and lower cost for LLM applications

    stanford-futuredata/FrugalGPT’s past year of commit activity
    Python 150 Apache-2.0 15 2 0 Updated May 11, 2024
  • InQuest Public

    Accelerating Aggregation Queries on Unstructured Streams of Data

    stanford-futuredata/InQuest’s past year of commit activity
    Python 7 1 1 0 Updated Apr 18, 2024
  • stk Public
    stanford-futuredata/stk’s past year of commit activity
    Python 69 Apache-2.0 15 3 1 Updated Apr 11, 2024
  • Megatron-LM Public Forked from NVIDIA/Megatron-LM

    Ongoing research training transformer models at scale

    stanford-futuredata/Megatron-LM’s past year of commit activity
    Python 31 2,146 0 2 Updated Jan 19, 2024
  • tasti Public

    Semantic Indexes for Machine Learning-based Queries over Unstructured Data (SIGMOD 2022)

    stanford-futuredata/tasti’s past year of commit activity
    Python 13 5 0 0 Updated Jan 17, 2024
  • gavel Public

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

    stanford-futuredata/gavel’s past year of commit activity
    Jupyter Notebook 122 MIT 31 8 1 Updated Dec 28, 2023
  • omg Public
    stanford-futuredata/omg’s past year of commit activity
    Python 20 Apache-2.0 3 0 0 Updated Sep 20, 2023
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