How can I measure contention in a multi-threaded application?
You can measure contention by using profiling tools that track thread activity and resource access.
What tools do you recommend for profiling?
Some popular tools include VisualVM, JProfiler, and YourKit. They provide insights into thread contention.
What metrics should I focus on when measuring contention?
Focus on metrics like thread wait time, lock acquisition time, and the number of blocked threads.
How can I reduce contention in my application?
You can reduce contention by optimizing lock usage, using finer-grained locks, or employing lock-free data structures.
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