• Pioneers a systematic WSC architecture exploration framework integrating layout, mapping, and co-design into multi-objective optimization.
• Introduces a hierarchical multi-objective collaborative optimization approach that jointly balances physical constraints and communication patterns.
• Develops a WSC optimizer toolchain with mixed-granularity simulation, enabling automated generation of optimal configurations.
• Reports up to 22× throughput improvement and 5× latency reduction for cryptographic and signal-processing workloads compared to traditional architectures.