How can I effectively scale multithreaded applications?
To scale multithreaded applications, consider using load balancing, optimizing thread management, and leveraging distributed systems.
What are some common pitfalls when scaling these applications?
Common pitfalls include thread contention, improper resource allocation, and failing to account for latency in distributed systems.
Can you explain thread contention and how to avoid it?
Thread contention occurs when multiple threads compete for the same resources. To avoid it, use fine-grained locking or lock-free data structures.
What tools can help monitor the performance of multithreaded applications?
Tools like JProfiler, VisualVM, and New Relic can help monitor performance and identify bottlenecks in multithreaded applications.
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