Future trends in Java profiling

The software development landscape is ever-shifting, and profiling tools and techniques are equally dynamic. As technological innovations emerge, so do tools to help developers address and manage them. This final section explores future trends in Java profiling, with a focus on profiling tools and integration with AI and ML. The section ends with a list of emerging standards and best practices.

Advances in profiling tools

Current profiling tools continue to be improved, with new versions frequently being released. It is also common for new profiling tools to be introduced periodically. The key advancements with profiling tools are in the following five areas:

• Improved user interfaces: We should see more intuitive interfaces and better visualizations.
• Cloud-native profiling: Cloud computing and distributed computing are the norm, and profiling tools are apt to cater to these environments to a greater extent.
• Enhanced real-time profiling...