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min-guk/README.md

Hello! 🖐

I am researching in Korea under the remote supervision of Professor Matthias Boehm at the Technical University of Berlin, Germany.

Previously, I earned my Master's degree in August 2024 from Dankook University in Korea, where I had the privilege of being advised by Professors Seehwan Yoo and Jongmoo Choi in the System Software Laboratory.

My research focuses on Systems for ML and ML for Systems, with a particular emphasis on Apache SystemDS and Learned Index. Here is my website and CV.

On-going projects:

  • Apache SystemDS: An open-source ML system for the end-to-end data science lifecycle.
  • Accelerating Learned Index via SIMD: Accelerating learned indexes through the parallelism of internal ML models.

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  1. apache/systemds apache/systemds Public

    An open source ML system for the end-to-end data science lifecycle

    Java 1k 466

  2. DKU-StarLab/BASIL DKU-StarLab/BASIL Public

    Benchmark for Sampling Applied Learned Indexes (SIGMOD '24)

    C++ 3 1

  3. ls4154/YCSB-cpp ls4154/YCSB-cpp Public

    YCSB written in C++ (for LevelDB, RocksDB, LMDB, WiredTiger, SQLite)

    C++ 95 60

  4. DKU-StarLab/leveldb-study DKU-StarLab/leveldb-study Public

    LevelDB Analysis, Backgrounds, Practice and Tuning

    Shell 35 15

  5. uftrace-tutorial-for-LSM-tree uftrace-tutorial-for-LSM-tree Public

    How to trace and analyze leveldb/rocksdb with uftrace