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🔬 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.

🚀 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

🤝 Collaborations

We're proud to work with leading institutions across the nation:

  • Argonne National Laboratory
  • Lawrence Livermore National Laboratory
  • Oak Ridge National Laboratory
  • Sandia National Laboratories
  • And many more!

🌱 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

📫 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 our collaboration with national laboratories and research partners.


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

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