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MPS Lab | ASU

Welcome to the Make Programming Simple Lab (MPS-Lab) at Arizona State University


About Us 🚀

The MPS Lab focuses on advancing computational methods and technologies to simplify programming and enhance system performance across diverse domains. Key research areas include Machine Learning Accelerators for efficient processing, Error Resilience techniques to ensure robust system operations, Intelligent Transportation solutions for smarter mobility, Multi-level Intermediate Representations for optimizing compiler designs, and Quantum Machine Learning for pioneering future-ready AI systems. The lab aims to bridge the gap between complex computational problems and practical, accessible programming solutions.


Active Research Areas 🔬

  • Machine Learning Acceleration: Designing novel accelerators for highly efficient machine learning processing.
  • Intelligent Transportation Systems: Enhancing smart mobility with AI-driven solutions for transportation challenges.
  • Multi-level Intermediate Representation: Innovating compiler designs for better optimization and cross-platform compatibility.
  • Quantum Machine Learning: Pioneering research at the intersection of quantum computing and AI for next-generation intelligent systems.

🌐 Learn More

For more information, visit our website.


🤝 Join Us

Interested in making programming simpler and more powerful? We welcome collaborations, passionate students, and industry partners. Feel free to reach out and connect!

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  1. DSP_MLIR DSP_MLIR Public

    Forked from tridhapuku/DSP_MLIR

    Digital Signal Processing Compiler in MLIR

    LLVM 19 3

  2. dMazeRunner dMazeRunner Public

    dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators

    Python 47 12

  3. ML-Accelerators ML-Accelerators Public

    Topics in Machine Learning Accelerator Design

    83 22

  4. LLVM-r LLVM-r Public

    Resilience-aware LLVM-based Compiler

    C++ 5

  5. smm_llvm-3.6.0 smm_llvm-3.6.0 Public

    LLVM for SMM projects.

    C++ 1

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