187 citations · 350 across the 15 of their papers we have counts for
4 papers · 1 filter
Towards Closing the Performance Gap for Cryptographic Kernels Between CPUs and Specialized Hardware
Naifeng Zhang, Sophia Fu, Franz Franchetti
Specialized hardware like application-specific integrated circuits (ASICs) remains the primary accelerator type for cryptographic kernels based on large integer arithmetic. Prior w…
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
Keita Teranishi, Harshitha Menon, William F. Godoy +25
We discuss the challenges and propose research directions for using AI to revolutionize the development of high-performance computing (HPC) software. AI technologies, in particular…
Towards Semantics Lifting for Scientific Computing: A Case Study on FFT
Naifeng Zhang, Sanil Rao, Mike Franusich +1
The rise of automated code generation tools, such as large language models (LLMs), has introduced new challenges in ensuring the correctness and efficiency of scientific software,…
Code Generation for Cryptographic Kernels using Multi-word Modular Arithmetic on GPU
Naifeng Zhang, Franz Franchetti
Fully homomorphic encryption (FHE) and zero-knowledge proofs (ZKPs) are emerging as solutions for data security in distributed environments. However, the widespread adoption of the…