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If memory consumption increases in production, where should the investigation start?
sobes.tech AI
Answer from AI
When memory consumption increases in production, you should start investigating with several steps:
- Monitoring and metrics collection: check memory usage graphs, determine when the increase started and how stable it is.
- Log and error analysis: look for exceptions related to OutOfMemoryError or leaks.
- Memory profiling: use profiling tools (e.g., VisualVM, YourKit, JProfiler) to analyze heap dumps and identify objects that occupy a lot of memory.
- Code leak checks: pay attention to collections, caching, listeners that may accumulate without clearing.
- Change analysis: if the increase started after a release, check what changes could have affected memory consumption.
This systematic approach will help localize the problem and determine whether it is related to leaks, improper resource management, or load.