Related Projects
- Code2Vec: Learning code representations
- Automatic Configuration of Complex Hardware
- Towards high performance and energy efficiency in open-source stream processing.
- Tuning the Linux kernel
- Automated detection of memory safety vulnerabilities in Rust
- Co-Ops: Collaborative Open Source and Privacy-Preserving Training for Learning to Drive
- Minimal Mobile Systems via Cloud-based Adaptive Task Processing
- Discovering Opportunities for Optimizing OpenShift Energy Consumption
Publications
- Reinforcement Learning Strategies for Compiler Optimization in High level Synthesis
- Slowing Down for Performance and Energy: An OS-Centric Study in Network Driven Workloads
- AutoAnnotate: Reinforcement Learning basedCode Annotation for High Level Synthesis
- Improved Models for Policy-Agent Learning of Compiler Directives in HLS
RHRQ Articles (Authored or mentioned in)
- Yuga: A tool to help Rust developers write unsafe code more safely
- Research perspectives: Focus on AI and machine learning
- Generative AI and large language models: how did we get here, where are we going, and what does it mean for open source?
- Focus on artificial intelligence and machine learning | February 2024
- 2024 Collaboratory awards promote innovation in the cloud