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.
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
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 8000 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
Have questions? Want to collaborate? Reach out to us!
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