Explore advanced techniques for analyzing Java heap dumps in this 32-minute conference talk. Learn how to tackle complex memory leaks in large production systems by building custom tools using Apache NetBeans Profiler/Heapwalker APIs. Discover methods for programmatically reading and analyzing Java heaps, enabling rapid examination of intricate object graphs containing thousands of objects. Gain insights into heap dump generation, targeted heap dumps, and custom profiler development. Delve into topics such as garbage collection roots, class lookups, and data model exploration. Master best practices for efficient heap management and learn to identify and resolve challenging memory issues in Java applications.