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Everything about Prefix sum

Sequence in computer science

In computer science, the prefix sum, cumulative sum, inclusive scan, or simply scan of a sequence of numbers x0, x1, x2, ... is a second sequence of numbers y0, y1, y2, ..., the sums of prefixes of the input sequence:y0 = x0 y1 = x0 + x1 y2 = x0 + x1+ x2 ... Wikipedia →

🧭 Start here: a 6-step reading path

  1. Read the overview: Prefix sumA 5-minute orientation
  2. Skim a recent paper: An Improved Parallel Prefix Sums AlgorithmInfluential work since 2022
  3. Pick up a classic book: Book of common prayerThe most-reprinted book on the subject
  4. Read the landmark paper: K-Means for Parallel Architectures Using All-Prefix-Sum Sorting and Updating StepsCited 24 times
  5. Go sideways: Two-tree broadcastA closely related topic
  6. Go sideways: Hypercube (communication pattern)A closely related topic

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