Research Areas
ARCH Lab explores new computing architectures for secure, efficient, and dependable systems. Our research spans AI acceleration, privacy-preserving computing, and reconfigurable system software, with an emphasis on hardware-software co-design, practical system integration, and rigorous architectural innovation. We build foundations for next-generation computing platforms that are high-performance, trustworthy, and adaptable to emerging workloads.
Stateful Sequential Dataflow AI Hardware
Architectures for efficient AI inference and execution on stateful, memory-bound workloads.
Encrypted Computing Architectures for AI Workloads
Architectural support for privacy-preserving AI through secure and encrypted computation.
Hardware Support for Reconfigurable Operating Systems
System architecture and hardware mechanisms for adaptable, secure, and reconfigurable OS platforms.