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Articles · Rebeauty Atlas

AI

HE Henry Zhang

Watch a traffic direction sign come to life! 🚧

From production to installation, Anhui Xingtong Technology delivers reliable traffic signage solutions for safer roads and smarter cities.

Jun 15, 2026 · 0 min read · 0 claps #xingtong-technology #traffic-signs #traffic-engineering

AI HUM

SA Sadikaljarif

Teaching an AI to Beat Traffic Lights With Deep Reinforcement Learning

How I built a DQN agent that reduced vehicle waiting times using SUMO traffic simulation

May 24, 2026 · 3 min read · 0 claps #machine-learning #reinforcement-learning #deep-learning

Teaching an AI to Beat Traffic Lights With Deep Reinforcement Learning

TCH

HE Heerok Mutsuddy · The Resilience Blueprint

Oracle Cloud Infrastructure (OCI) Network Firewall Routing Design for Secure Egress Inspection

In Oracle Cloud Infrastructure, deploying a Network Firewall is easy. Designing the routing correctly is where most production issues…

May 22, 2026 · 3 min read · 0 claps #cloud-security #network-security #firewall-network

Oracle Cloud Infrastructure (OCI) Network Firewall Routing Design for Secure Egress Inspection

AI MKT

FU Futops Technologies India Pvt. Ltd.

Still Counting Vehicles from Traffic Videos? A Smarter Traffic Survey Approach for India

Many traffic surveys in India use video recordings — but vehicle counting is still manual. This article explains a better approach.

Feb 09, 2026 · 2 min read · 0 claps #traffic-engineering #smart-cities #urban-mobility

Still Counting Vehicles from Traffic Videos? A Smarter Traffic Survey Approach for India

ART

CA Capital Transport Planning

Why A Professional Transport Planning Consultancy Matters More Than Ever?

In today’s fast-moving urban environment, effective transport planning is no longer a luxury — it’s a necessity. As towns and cities…

Feb 06, 2026 · 0 min read · 0 claps #transporplanning #transport-consultancy #highway-design

HUM AI

TH Thinking Loop

When RL Beats Routing Heuristics

How reinforcement learning turns network routing into a learnable policy — adapting to traffic shifts faster than hand-tuned rules.

Jan 28, 2026 · 5 min read · 10 claps #reinforcement-learning #networking #traffic-engineering

AI

EV Eve Z · Towards AI

Building Robust Traffic Analysis Tools with Claude: A Quality Control Story

Introduction: When AI Meets Real-World Engineering

Jan 06, 2026 · 5 min read · 1 claps #ai #excel #traffic-optimization

Building Robust Traffic Analysis Tools with Claude: A Quality Control Story

AI SPT SCI SOC

MI Mineje

Why Does Demand Forecasting Go Wrong?

The “Accuracy + Explainability” Dilemma Through Korean Failure Cases — and the Next Questions

Dec 25, 2025 · 6 min read · 21 claps #transportation #demand-forecasting #traffic-engineering

DR Dr. Mozelle Martin

The Green Light Myth Is Real — And You’re Probably Driving Too Fast to Notice

The traffic system in this country rewards the kind of behavior most drivers have been taught to avoid. Going the speed limit doesn’t just…

Oct 29, 2025 · 2 min read · 0 claps #traffic-timing #signal-lights #intersection-design

The Green Light Myth Is Real — And You’re Probably Driving Too Fast to Notice

TCH

HM Hmbali

The Multi-ISP BGP Incident: Communities to the Rescue

How BGP communities turn a multi-ISP meltdown into a controlled recovery

Oct 28, 2025 · 15 min read · 0 claps paywalled #bgp #network-engineering #internet-routing

RE Renato Antonio da Silva · TechRebels

MPLS TE — Inter-Area

Se você tem acompanhando meus últimos post sobre MPLS-TE, esse será mais um post, porém bem disruptivo. =) Mas se ainda não leu os posts…

Apr 14, 2021 · 4 min read · 7 claps #juniper #mpls #traffic-engineering

DO Dorivaldo Marcolino

MPLS TE FOR L2VPN (AToM)

In this lab, I’ll show you how to configure MPLS TE for L2VPN with Explicit Path.

Nov 16, 2020 · 4 min read · 0 claps #mpls #traffic-engineering #cisco