AutoFlows++: Hierarchical Message Flow Mining for System on Chip Designs

ArXi:2604.15359v1 Announce Type: cross Understanding communication behavior in modern system-on-chip (SoC) designs is critical for functional verification, performance analysis, and post-silicon debugging. Communication traces capture message exchanges among system components and provide valuable insights into system behavior. However, deriving concise communication specifications from such traces remains challenging due to interleaved instances of communication flows, and ambiguous causal relationships among messages.