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Streaming Algorithms for Connectivity Augmentation

Talkat Extroverted Sublinear Algorithms 2024 · 2024-06-17..06-21
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slides:none on file

Presents single‑pass streaming algorithms and matching lower bounds: link‑arrival k‑CAP gets a 2+ε approximation using O(n/ε · log n) space and shows any <2 approximation needs Ω(n^2) bits; edge‑arrival gives an O(t) approximation using O(k n + n^{1+1/t}) space. Key tools are even‑odd bucketing and contracting connected components into supernodes, which lets weighted spanners be built in one pass with ~n^{1+1/t} edges (replace log W by log n). Cactus→cycle reduction yields a 2‑approx for link streams and extends to SNDP with t·log k approx and matching lower bounds.

AI-written summary · about

  1. 0:00Streaming connectivity intro
  2. 1:12Problem definition
  3. 8:36Streaming models
  4. 12:15Key results
  5. 15:35Weighted spanner improvements
  6. 18:34Spanner techniques
  7. 27:08Link arrival streaming
  8. 31:09Open problems
  9. 33:03Q&A
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