Application Domains
Application Domains
Demonstrating practical impact across diverse domains and benchmarks
Our research demonstrates practical impact across diverse domains. We also propose benchmarks (to come soon) for comprehensive evaluation of processor specialization works.
Application Domains
Post-Quantum Cryptography
NTT acceleration for CRYSTALS-KYBER. We develop specialized hardware for lattice-based cryptographic algorithms that are resistant to quantum attacks.
Machine Learning
Quantized LLM inference (BitNet). Our work enables efficient deployment of large language models through hardware-aware quantization techniques.
Digital Signal Processing
IIR filters and phase-locked loops. We provide optimized implementations for common DSP kernels using custom RISC-V instructions.
3D Point Cloud Processing
Real-time geometry processing for applications in robotics, autonomous vehicles, and AR/VR systems.
Benchmarking
More kernels or applications from diverse domains with comprehensive metrics to evaluate instruction customiztion from multiple aspects.f
Related Publications
No publications available for this research area yet.