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@plasma-umass

PLASMA @ UMass

Home of Scalene, Slipcover, BLeak, Hoard, and more.

PLASMA (Programming Languages and Systems at Massachusetts)

Current PhD Students

PLASMA projects

  • Scalene: A state-of-the-art CPU+GPU+memory profiler for Python, with AI-powered optimization suggestions PyPI Latest Release Anaconda-Server Badge Downloads Downloads GitHub stars
  • Coz: A causal profiler that tells you where to optimize your code (C/C++/Rust/Swift/Java) GitHub stars Rust crate downloads (just counting Rust crate downloads)
  • CSrankings: Ranks the world's CS departments GitHub stars
  • Slipcover: Nearly zero-overhead code coverage analysis for Python PyPI Latest Release Downloads GitHub stars
  • ChatDBG: AI-assisted debugging in lldb, gdb, and pdb. Uses AI to answer 'why' PyPI Latest Release Downloads Downloads GitHub stars
  • Commentator: Automatically comments Python code, adding docstrings and type annotations PyPI Latest Release Downloads Downloads GitHub stars
  • CWhy: ("See why") Explains and suggests fixes for C/C++/Rust compiler error messages. PyPI Latest Release Downloads Downloads GitHub stars
  • SQLwrite: SQLite3 with natural language to SQL, recommends indexes to optimize queries GitHub stars

Selected PLASMA publications

See this DBLP entry for a complete list of PLASMA papers co-authored by Emery Berger.

PhD Alumni

MS Alumni

PLASMA publications

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  1. scalene Public

    Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

    Python 12.7k 409

  2. coz Public

    Coz: Causal Profiling

    C 4.3k 166

  3. ChatDBG Public

    ChatDBG - AI-assisted debugging. Uses AI to answer 'why'

    Python 956 59

  4. slipcover Public

    Near Zero-Overhead Python Code Coverage

    Python 533 25

  5. cwhy Public

    "See why!" Explains and suggests fixes for compile-time errors for C, C++, C#, Go, Java, LaTeX, PHP, Python, Ruby, Rust, and TypeScript

    C++ 289 7

  6. sqlwrite Public

    SQLwrite: AI in your DBMS! Automatically converts natural language queries to SQL.

    C 122 9

Repositories

Showing 10 of 102 repositories

Sponsors

  • @yuninxia

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