Nonlinear Repair Schemes of Reed-Solomon Codes
summary
Claims a nonlinear repair method for Reed‑Solomon codes over prime fields, proving almost all 2‑dimensional RS codes are asymptotically MSR for any number of helpers and giving an explicit construction for general K (helpers up to N/2) whose bandwidth asymptotically achieves the cut‑set bound. Technique partitions F_p and has each helper send a set index (bandwidth ≈ (N−1)·log(p/T)); also proves a new lower bound tightening the cut‑set bound, so constructions and limits both hold.
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chapters (23)
- 0:00Intro
- 0:27Coding For Distributed Storage Systems
- 1:27Linear Codes and Linear MDS codes
- 3:20Coding For Storage
- 4:30Problem: A single node fails
- 4:59Repair Schemes
- 6:18Bandwidth
- 7:35The Repair Problem
- 8:39Trivial Repair: MDS property
- 11:17Cut-Set bound and MSR Codes
- 12:15Reed Solomon codes
- 13:28A Polynomial Interpolation Problem
- 14:18RS codes. Known results
- 16:19Reduce the Alphabet Size
- 17:13Informal results. First nonlinear repair scheme
- 18:30Informal result - A new lower bound
- 19:13Non Linear Repair - Intuition
- 20:07Proof Idea
- 20:38Repair Scheme for the nth node
- 22:25Repair Scheme. Condition
- 23:09Repair Scheme - Condition
- 26:49What We Need?
- 27:38Open Questions
