Uber has recently faced significant performance issues due to increased traffic, revealing memory-related bottlenecks like long GC pauses and memory leaks. Their engineering team documented their optimization process, including identifying a misconfigured thread causing excessive object creation. They utilized tools like GCeasy and fastThread for effective analysis and resolution of these challenges.