Advanced Verification Techniques for High-Performance Computing Chips

Authors

Niranjana Gurushankar

Abstract

High-Performance Computing (HPC) chips demand advanced verification techniques to ensure correctness and performance. This paper explores methodologies addressing the challenges posed by massive parallelism and complex architectures. We investigate formal verification, hardware acceleration for simulation and emulation, and emerging techniques like constrained-random verification and machine learning for test generation. The paper will examine the challenges associated with verifying HPC chips , considering its technical, linguistic. The paper will also present future directions for these challenges.

Keywords

High Performance Computing, Computer Architecture, Verification Techniques, Formal Verification, Emulation, FPGA, Semiconductor, Machine Learning, Software Validation, Chip Validation, Performance

Advanced Verification Techniques for High-Performance Computing Chips. Niranjana Gurushankar. 2021. IJIRCT, Volume 7, Issue 1. Pages 1-6. https://www.ijirct.org/viewPaper.php?paperId=2412007