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| Component | Platform | Key Technologies | |-----------|----------|------------------| | | Raspberry Pi 4 (Broadcom BCM2711) + OpenWrt 22.03 | IEEE 802.11ac, 5 GHz, custom mac80211 hooks | | Cross‑Layer Manager | C++ library ( libxnxwapcom ) | ZeroMQ for inter‑process messaging | | Context Engine | Python 3.11 (TensorFlow 2.15) | SQLite for CR, ONNX for inference | | Routing (DCWR) | C++ (Boost Graph Library) | Dijkstra variant with incremental updates | | RL Scheduler | Python (PyTorch 2.2) | TorchScript‑compiled model, gRPC interface | | Simulation | ns‑3.38 (custom XNXWAPCOM module) | Real‑world trace injection (NYC‑WiFi dataset) | xnxwapcom