Algorithms and Data Structures for Massive Datasets

Algorithms and Data Structures for Massive Datasets

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File List：

  1. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/029. Chapter 6. Streaming data Bringing everything together.mp4 44.66 MB
  2. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/035. Chapter 7. Sampling from data streams.mp4 42.81 MB
  3. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/047. Chapter 8. Quantile queries with q-digests.mp4 40.41 MB
  4. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/038. Chapter 7. Sampling from a sliding window.mp4 38.79 MB
  5. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/037. Chapter 7. Biased reservoir sampling.mp4 37.65 MB
  6. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/008. Chapter 2. Usage scenarios in modern systems.mp4 36.61 MB
  7. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/049. Chapter 9. Introducing the external memory model.mp4 36.60 MB
  8. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/007. Chapter 2. Review of hash tables and modern hashing.mp4 35.70 MB
  9. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/022. Chapter 4. Range queries with count-min sketch.mp4 35.26 MB
  10. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/020. Chapter 4. Update.mp4 34.40 MB
  11. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/034. Chapter 6. Biased sampling strategy.mp4 32.39 MB
  12. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/019. Chapter 4. Frequency estimation and count-min sketch.mp4 31.50 MB
  13. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/060. Chapter 10. Lookups.mp4 31.33 MB
  14. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/009. Chapter 2. Collision resolution Theory vs. practice.mp4 31.13 MB
  15. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/036. Chapter 7. Reservoir sampling.mp4 30.84 MB
  16. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/061. Chapter 10. Log-structured merge-trees (LSM-trees).mp4 30.60 MB
  17. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/012. Chapter 3. Approximate membership Bloom and quotient filters.mp4 30.55 MB
  18. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/046. Chapter 8. Q-digest.mp4 30.45 MB
  19. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/052. Chapter 9. Optimal searching.mp4 30.42 MB
  20. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/041. Chapter 8. Approximate quantiles on data streams.mp4 30.16 MB
  21. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/045. Chapter 8. Merging t-digests.mp4 29.34 MB
  22. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/067. Chapter 11. Finding good enough pivots.mp4 29.20 MB
  23. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/057. Chapter 10. Delete.mp4 29.04 MB
  24. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/024. Chapter 5. HyperLogLog incremental design.mp4 28.71 MB
  25. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/032. Chapter 6. Practical constraints and concepts in data streams.mp4 28.19 MB
  26. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/031. Chapter 6. Deduplication.mp4 28.02 MB
  27. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/040. Chapter 7. Sampling algorithms comparison.mp4 27.34 MB
  28. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/011. Chapter 2. Adding a new noderesource.mp4 26.89 MB
  29. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/001. Chapter 1. Introduction.mp4 26.79 MB
  30. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/055. Chapter 10. Data structures in this chapter.mp4 26.33 MB
  31. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/027. Chapter 5. The effect of the number of buckets (m).mp4 25.23 MB
  32. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/004. Chapter 1. The structure of this book.mp4 25.15 MB
  33. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/033. Chapter 6. Math bit Sampling and estimation.mp4 24.69 MB
  34. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/025. Chapter 5. LogLog.mp4 24.68 MB
  35. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/013. Chapter 3. A simple implementation.mp4 24.20 MB
  36. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/039. Chapter 7. Priority sampling.mp4 24.02 MB
  37. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/065. Chapter 11. External memory merge-sort (MB-way merge-sort).mp4 23.89 MB
  38. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/059. Chapter 10. Bε-trees.mp4 23.71 MB
  39. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/015. Chapter 3. Bloom filter adaptations and alternatives.mp4 23.54 MB
  40. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/030. Chapter 6. Streaming data system A meta example.mp4 23.54 MB
  41. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/016. Chapter 3. Understanding metadata bits.mp4 23.32 MB
  42. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/023. Chapter 5. Cardinality estimation and HyperLogLog.mp4 23.14 MB
  43. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/058. Chapter 10. Math bit Why are B-tree lookups optimal in external memory.mp4 22.46 MB
  44. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/044. Chapter 8. Scale functions.mp4 22.25 MB
  45. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/042. Chapter 8. Approximate quantiles.mp4 22.21 MB
  46. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/066. Chapter 11. What about external quick-sort.mp4 22.11 MB
  47. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/063. Chapter 11. External memory sorting.mp4 21.47 MB
  48. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/003. Chapter 1. How to solve it, take two A book walkthrough.mp4 21.42 MB
  49. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/005. Chapter 1. Latency vs. bandwidth.mp4 21.18 MB
  50. [TutsNode.net] - Algorithms and Data Structures for Massive Datasets/054. Chapter 10. Data structures for databases B-trees, Bε-trees, and LSM-trees.mp4 21.03 MB
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