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Gnosis Research Center

Research in High-Performance Computing distributed storage systems and memory. With a focus in the design and development of software systems

🔬 Welcome to the Gnosis Research Center

Lab - IIT NSF Funded DOE Funded Open Source

🌟 About Us

Welcome to the GitHub home of the Gnosis Research Center (GRC) at Illinois Institute of Technology! We're a dynamic research center where students and researchers work together to push the boundaries of Scalable Computing and Data-Driven Discovery.

🎯 Our Mission

We bridge the gap between data scientists and system architects through cutting-edge solutions and advanced high-performance computational capabilities. Our work spans from innovative memory systems to distributed computing solutions, all aimed at tackling real-world challenges in data management and processing.

🌱 Getting Started

New to GRC? Here's how you can get involved:

  1. 💻 Browse our repositories to explore our open-source projects
  2. 📚 Read our documentation to understand our technologies
  3. 🎓 Check out our current projects and find ways to contribute
  4. 📝 Explore our publications to dive deeper into our research
  5. 💬 Join our community chat to connect with other members

🚀 Featured Projects

Here are our major research initiatives, developed by our talented students and researchers:

ChronoLog

📊 A hierarchical, distributed log store revolutionizing how we handle massive-scale activity data in HPC environments

  • Time-based log ordering
  • Multi-tiered storage architecture
  • Elastic resource provisioning
  • View Project →

IOWarp

🔄 A comprehensive data management platform for modern scientific workflows

  • Seamless integration of simulation, analytics, and AI
  • Built on existing storage infrastructure
  • Advanced data flow optimization
  • View Project →

Hermes Ecosystem

⚡ High-performance middleware for complex storage environments

Accelerating Scientific ML

🧠 Advanced tools and frameworks for machine learning in scientific computing

  • DLIO - Deep Learning I/O Benchmarking
  • LABIOS - Label-based I/O System
  • MEGA MMAP - Memory Mapping Framework
  • STIMULUS - Storage-Informed Machine Learning
  • HeirGym - Hierarchical Storage Reinforcement Learning

View All Projects →

👥 Our Community

The GRC is powered by a vibrant community of researchers and innovators:

We believe in fostering an inclusive environment where students and researchers can grow, learn, and contribute to cutting-edge research projects.

💼 Join Our Team

We're always looking for passionate individuals to join our research community! Check out our current openings for opportunities at all levels:

  • Graduate Research Assistants
  • Post-Doctoral Researchers
  • Research Scientists
  • Undergraduate Research Assistants

📫 Contact Us

Have questions? Want to collaborate? Reach out to us!

🏆 Acknowledgments

Our research is made possible through the generous support of the National Science Foundation (NSF) and US Department of Energy. Many thanks to our collaboration with national laboratories and other university research partners.


🔬 Gnosis Research Center
Illinois Institute of Technology
Advancing the Future of Scalable Computing and Data-Driven Discovery

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  1. hermes Public

    Forked from HDFGroup/hermes

    Extending the HDF5 library to support intelligent I/O buffering for deep memory and storage hierarchy systems

    C++ 3

  2. ChronoLog Public

    ChronoLog: A High-Performance Storage Infrastructure for Activity and Log Workloads

    C++ 5 4

  3. hcl Public

    Forked from HDFGroup/hcl

    Distributed Shared Data Container Library with Data Tiering support

    C++

  4. jarvis-cd Public

    Jarvis-cd is a unified platform for deploying various applications

    Python 3 7

  5. grc-tutorial Public

    A tutorial on various HPC technologies useful to our research

    C++ 3

  6. jarvis-util Public

    Utilities to aid with creating shell scripts within Python

    Python 4

Repositories

Showing 10 of 35 repositories
  • ChronoLog Public

    ChronoLog: A High-Performance Storage Infrastructure for Activity and Log Workloads

    C++ 5 BSD-2-Clause 4 46 0 Updated Dec 23, 2024
  • scspkg Public
    Python 1 MIT 0 1 0 Updated Dec 21, 2024
  • coeus-adapter Public
    C++ 1 5 10 0 Updated Dec 18, 2024
  • TypeScript 0 8 0 1 Updated Dec 13, 2024
  • grc-tutorial Public

    A tutorial on various HPC technologies useful to our research

    C++ 3 0 14 0 Updated Dec 13, 2024
  • hermes-shm Public
    C++ 0 3 6 0 Updated Dec 12, 2024
  • DTIO Public
    C++ 1 GPL-3.0 0 11 (1 issue needs help) 0 Updated Dec 4, 2024
  • grc-repo Public

    Contains spack definitions for SCS lab packages.

    Python 0 MIT 2 1 0 Updated Dec 4, 2024
  • .github Public
    0 MIT 0 0 0 Updated Nov 26, 2024
  • CMake 0 0 1 0 Updated Oct 11, 2024

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