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.
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.
Here are our major research initiatives, developed by our talented students and researchers:
📊 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 →
🔄 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 →
⚡ High-performance middleware for complex storage environments
- Core Project - Main Hermes repository
- Supporting Libraries:
🧠 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
The GRC is powered by a vibrant community of researchers and innovators:
- 👨🏫 Faculty Members
- 🔬 Research Scientists
- 👨💼 Research Staff
- 🤝 External Collaborators
- 🎓 Alumni Network
We believe in fostering an inclusive environment where students and researchers can grow, learn, and contribute to cutting-edge research projects.
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
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!
New to GRC? Here's how you can get involved:
- 💻 Browse our repositories to explore our open-source projects
- 📚 Read our documentation to understand our technologies
- 🎓 Check out our current projects and find ways to contribute
- 📝 Explore our publications to dive deeper into our research
- 💬 Join our community chat to connect with other members
Have questions? Want to collaborate? Reach out to us!
- 📧 Lab Email: [email protected]
- 👨💼 Technical Inquiries: [email protected]
- 🌐 Visit our Website
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