Conclusion

1. Distributed Endpoint Architecture

CXL 3.0 computational storage endpoints with controller-resident intelligence for autonomous cache management.

2. Intelligent KV-Cache Management

Per-head importance tracking, EMA-based scoring, and RoPE-aware prefetching achieving 95% HBM hit rate.

3. 65× Latency Improvement

CXL.mem load/store semantics eliminate CPU interrupt handling for 250 ns vs 16 μs access.

4. Economic Impact

36% infrastructure cost reduction, 8× more concurrent users per GPU, enabling profitable long-context serving.