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System Design Intermediate Free

Concurrency vs Parallelism

Threads, processes, and the event loop — what actually runs at the same time

14 min read 3 views

Untangle four words engineers constantly confuse: concurrency, parallelism, threads, and processes. Learn what runs truly simultaneously versus what merely interleaves, why Python's async model is single-threaded, and how getting this wrong causes real production bugs like sharing one database session across coroutines.

Practice questions (5)

  • Concurrency vs Parallelism

    Beginner · Free
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  • Threads vs Processes

    Intermediate · Free
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  • The GIL and Workload Choice

    Intermediate · Free
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  • Sharing One Async Session

    Advanced · Free
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  • How One Thread Serves Many Users

    Intermediate · Free
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