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Sliding Window in Production: From LeetCode to Real-Time Analytics

  • The sliding window technique efficiently processes ranges of elements in a sequence without unnecessary repetition.
  • The evolution of the sliding window technique from a coding trick to a practical mental model for backend features is discussed.
  • Real-world scenarios where sliding window logic is applied in backend systems, such as enforcing API call limits and monitoring metrics over time, are highlighted.
  • Sliding window is a versatile technique applicable in both LeetCode problems and real-time analytics for tasks like rate limiting and efficient state management.

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