Illustration of multiple locks guarding sections of a hash map.

The Hidden Mechanics of Lock Striping in Hash Maps

A deep dive into lock striping, revealing how it reduces contention in concurrent hash maps and how to apply it effectively.

May 18, 2026 · 11 min · 2166 words · martinuke0

Linked Hash Maps in Python: Concepts, System Design Relevance, and Resources

Introduction Hash maps are fundamental data structures widely used in programming and system design for their efficient key-value storage and retrieval capabilities. In Python, the built-in dictionary (dict) serves as a highly optimized hash map. However, a linked hash map is a specialized variant that maintains the order of insertion while retaining the fast lookup of a hash map. This blog post explores the concept of linked hash maps in Python, their relevance to system design, and useful resources for deeper understanding. ...

December 6, 2025 · 4 min · 821 words · martinuke0
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