Apr 17 · 15 min read · Automated traffic enforcement has a processing problem. A single 4K camera at 25fps generates 12 Mbps of raw video. Four cameras at a complex intersection generate 48 Mbps. Uploading that to a cloud s
Join discussion
Feb 10 · 13 min read · Introduction It’s midnight. Your application database in the us-east-1 region just failed. You have a standby in the us-west-2 region, but your DNS points to the failed region. What happens next: Manual DNS update approach: Wake up, realize database...
Join discussion
Dec 29, 2025 · 7 min read · Most drivers never think about traffic signals unless they are stuck at one. That is usually when my job becomes visible, and even then, no one knows it is my job they are reacting to. I work as a municipal traffic signal timing analyst. I adjust lig...
Join discussion
Nov 28, 2025 · 6 min read · Now I'll create a compelling Hashnode blog post based on this comprehensive smart traffic management system project: Building an IoT-Powered Smart Traffic Management System with ESP32 Real-time vehicle detection meets adaptive signal control for mod...
Join discussion
Nov 23, 2025 · 4 min read · Load Balancers: The Traffic Cop of Your Architecture Imagine you're running a bustling lemonade stand on a hot summer day. Instead of one lone stand, you've decided to expand and now have three! Great! But now you have a problem: everyone wants lemon...
Join discussion
Nov 20, 2025 · 10 min read · Introduction: The Turning Point from Dispersed Traffic to Intelligent Governance Since early 2025, within a leading global appliance giant, multiple business lines have introduced numerous large language models (LLMs). The R&D department needed codin...
Join discussion
Aug 20, 2025 · 2 min read · If it is about road safety and smooth traffic flow in texas, B2Z Enterprises is the most trusted Traffic control company. They bring years of industry experience to you and offer a proactive and professional service for each project. Comprehensive Se...
Join discussion
Jul 31, 2025 · 1 min read · A road construction flagger plays a vital role in ensuring safety and smooth traffic flow during roadwork projects. Their primary responsibility is to direct vehicular and pedestrian traffic around construction zones, preventing accidents and maintai...
Join discussion
