https://www.infoq.com InfoQ Patterns News feed https://www.infoq.com/news/2026/06/pinterest-miqps-url-dedup/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Patterns-news <img src="https://res.infoq.com/news/2026/06/pinterest-miqps-url-dedup/en/headerimage/generatedHeaderImage-1780112619618.jpg"/><p>Pinterest introduced MIQPS, a URL normalization system that identifies which query parameters affect page identity using rendered content fingerprints. It reduces duplicate processing across millions of domains by replacing rule-based approaches with offline analysis, anomaly detection, and runtime parameter maps, improving ingestion efficiency and scalability in large-scale content pipelines.</p> <i>By Leela Kumili</i> Algorithms Distributed Systems Low Latency Platform Engineering Patterns Scaling Offline-First Query Development Architecture & Design news Mon, 08 Jun 2026 14:37:00 GMT https://www.infoq.com/news/2026/06/pinterest-miqps-url-dedup/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Patterns-news Leela Kumili 2026-06-08T14:37:00Z /news/2026/06/pinterest-miqps-url-dedup/en