Model Synthesis for Communication Traces of System-on-Chip Designs

no code implementations • 13 Feb 2021 • Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang

In this paper, we consider the problem of inferring models from communication traces of system-on-chip~(SoC) designs.

Mining Message Flows using Recurrent Neural Networks for System-on-Chip Designs

no code implementations • 29 Apr 2020 • Yuting Cao, Parijat Mukherjee, Mahesh Ketkar, Jin Yang, Hao Zheng

Initial results show that the proposed approach is capable of extracting various patterns on system-level specifications from the highly concurrent SoC execution traces.