System Design Interview - Top K Problem (Heavy Hitters)
Topics mentioned in the video:
- Stream and batch processing data pipelines.
- Count-min sketch data structure.
- MapReduce paradigm.
- Various applications of the top k problem solution (Google/Twitter/YouTube trends, popular products, volatile stocks, DDoS attack prevention).
Merge N sorted lists problem: https://leetcode.com/problems/merge-k-sorted-lists/
Inspired by the following interview questions:
Amazon (https://www.careercup.com/question?id=5386246879707136)
Facebook (https://www.careercup.com/question?id=14548838)
Google (https://www.careercup.com/question?id=5632879741108224)
LinkedIn (https://www.careercup.com/question?id=7630684)
Twitter (https://www.careercup.com/question?id=5709527025451008)
Yahoo (https://www.careercup.com/question?id=5186550681829376)
Видео System Design Interview - Top K Problem (Heavy Hitters) канала System Design Interview
- Stream and batch processing data pipelines.
- Count-min sketch data structure.
- MapReduce paradigm.
- Various applications of the top k problem solution (Google/Twitter/YouTube trends, popular products, volatile stocks, DDoS attack prevention).
Merge N sorted lists problem: https://leetcode.com/problems/merge-k-sorted-lists/
Inspired by the following interview questions:
Amazon (https://www.careercup.com/question?id=5386246879707136)
Facebook (https://www.careercup.com/question?id=14548838)
Google (https://www.careercup.com/question?id=5632879741108224)
LinkedIn (https://www.careercup.com/question?id=7630684)
Twitter (https://www.careercup.com/question?id=5709527025451008)
Yahoo (https://www.careercup.com/question?id=5186550681829376)
Видео System Design Interview - Top K Problem (Heavy Hitters) канала System Design Interview
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