Web Reference: This talk explains how to correctly zoom in on a performance bottleneck using three levels of profiling: distributed tracing, metrics, and method profiling. The document discusses performance profiling in Java applications, focusing on distributed request tracing and execution profiling. It outlines methodologies, including the use of trace IDs for tracking requests, and tools like Micrometer and Java Flight Recorder for monitoring performance metrics. Dec 25, 2025 · That experience hammered home a truth: Java’s strings and memory handling, while elegant, harbor subtle traps that can tank even well-architected systems.
YouTube Excerpt: Painful days spent optimizing the wrong part of a flow. Repeated attempts to blindly fix a
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