Conf42: Machine Learning 2025

Behind the Ride: Uber's Cloud Architecture Powering Global Real-Time Matching

This talk offers a deep dive into Uber’s real-time ride-matching platform, which handles millions of ride requests daily across thousands of cities. I will explore how Uber's optimization engine reduced ride-matching times from several seconds to milliseconds, even during peak traffic surges. The presentation will dissect how Uber’s transition from a monolithic system to a robust microservices...