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Pramod Kumar
Pramod Kumar

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Internal Working of Java HashMap: What Most Developers Never Learn (Practical, No Theory)

Most Java developers use HashMap every day.

But very few actually understand what happens internally after this:

map.put("userId", "123");

We all “know”:
→ key-value storage
→ fast lookups
→ O(1) average access

But what actually happens under the hood?

Here’s what most tutorials skip:

✅ How hashCode() decides bucket placement
✅ Why equals() matters more than you think
✅ What happens during collisions
✅ Linked List → Red-Black Tree optimization (Java 8+)
✅ Resize / Rehash process (and why performance suddenly drops)
✅ Why bad hashCode() implementations silently kill performance
✅ Real mistakes developers make in production

I wrote a practical breakdown — no textbook theory, just how HashMap actually behaves in real applications.

If you use Java backend, this will probably change how you think about collections.

🔗 Read here: https://medium.com/javarevisited/internal-working-of-java-hashmap-what-most-developers-never-learn-practical-no-theory-2300be9fcfd7

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Pramod Kumar

What’s the weirdest HashMap bug or performance issue you’ve seen in production?