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emeryberger/README.md

Emery Berger

Professor, Computer Science, Univ. of Massachusetts Amherst, Amazon Scholar at Amazon Web Services. My students, collaborators, and I in the PLASMA lab build innovative and impactful systems, especially focused on performance, reliability, and security. Among other things, I am the creator/maintainer of https://CSrankings.org. For the academic year 2024/2025, I am splitting my time between UMass and Amazon.

Current CV

Recent blog posts

Older blog posts

Links

PhD Students

PhD Alumni

MS Alumni

Selected software from me and my collaborators (for a full list, see PLASMA)

  • 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 Talks

Performance Matters (Strange Loop 2019) views
The second most popular Strange Loop video of all time!
Performance Matters (Strange Loop 2019)

Python Performance Matters (Strange Loop 2022)
Python Performance Matters

Scalene (PyCon 2021) views
Scalene (PyCon 2021)

How to Get Your Research Adopted (PLDI keynote) views
PLDI 2022 keynote

Selected Papers

Bio

Emery Berger is a Professor in the Manning College of Information and Computer Sciences at the University of Massachusetts Amherst, the flagship campus of the UMass system; he is also an Amazon Scholar. He graduated with a Ph.D. in Computer Science from the University of Texas at Austin in 2002. Professor Berger has been a Visiting Scientist at Microsoft Research and at the Universitat Politècnica de Catalunya (UPC) / Barcelona Supercomputing Center (BSC).

Professor Berger’s research spans programming languages, runtime systems, and operating systems, with a particular focus on systems that transparently improve reliability, security, and performance. He and his collaborators have created a number of influential software systems including Hoard, a fast and scalable memory manager that accelerates multithreaded applications (used by companies including British Telecom, Cisco, Crédit Suisse, Reuters, Royal Bank of Canada, SAP, and Tata, and on which the Mac OS X memory manager is based); DieHard, an error-avoiding memory manager that directly influenced the design of the Windows 7 Fault-Tolerant Heap; and DieHarder, a secure memory manager that was an inspiration for hardening changes made to the Windows 8 heap (see this map of the landscape of memory management research for an overview). He also created and maintains the widely-used CSrankings website.

His honors include a Microsoft Research Fellowship, an NSF CAREER Award, a Lilly Teaching Fellowship, the Distinguished Artifact Award for PLDI 2014, the Most Influential Paper Award at OOPSLA 2012, the Most Influential Paper Award at PLDI 2016, the ASPLOS 2019 Influential Paper Award, five SIGPLAN Research Highlights, five CACM Research Highlights (1, 2, 3, 4, 5), a Google Research Award, a Microsoft SEIF Award, and Best Paper Awards at FAST, OOPSLA, and SOSP. Professor Berger served two terms (1, 2) as an elected member of the SIGPLAN Executive Committee; he served for a decade (2007-2017) as Associate Editor of the ACM Transactions on Programming Languages and Systems, was Program Chair for PLDI 2016, and served as co-Program Chair of ASPLOS 2021. He was named an ACM Fellow in 2019.

Pinned Loading

  1. plasma-umass/scalene plasma-umass/scalene Public

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

    Python 12.2k 399

  2. plasma-umass/coz plasma-umass/coz Public

    Coz: Causal Profiling

    C 4.1k 159

  3. CSrankings CSrankings Public

    A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

    Python 2.7k 3.3k

  4. Hoard Hoard Public

    The Hoard Memory Allocator: A Fast, Scalable, and Memory-efficient Malloc for Linux, Windows, and Mac.

    C++ 1.1k 129

  5. DieHard DieHard Public

    DieHard: An error-resistant memory allocator for Windows, Linux, and Mac OS X

    C 400 36

  6. Heap-Layers Heap-Layers Public

    Heap Layers: An Extensible Memory Allocation Infrastructure

    C++ 384 56