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Learn to boost WAN performance without buying more bandwidth by combining Linux tc with CAKE/FQ-CoDel and a tiny scikit-learn model. The post provides Bash scripts to log RTT/load, predict next-minute latency, and auto-shape egress in a 1-minute loop, plus install steps (apt/dnf/zypper), optional BBR, validation, and rollback. Real-world results show smoother video/VoIP and timely backups with safe, reversible controls.