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Storage Codes and Data Retrieval

Talkat Coding: From Practice to Theory · 2015-02-19..02-24
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slides:none on file

Compares queuing models for coded storage and measures download latency using simulations and analysis: a 10K fork-join simulation with K=1,5,10 shows spreading pieces across many disks reduces tail latency even versus full 10× replication, and doubling storage can approach replication performance; derives upper bounds via Kth order statistics of exponentials and gives closed forms involving beta functions; analyzes availability codes with two disjoint repair groups and shows MDS performance scales as K out of N (effective service K/N), while replication and availability codes trade latency versus storage and fault‑tolerance (example: 15→30 gives ≈½ mean time, some availability codes ≈2/3).

AI-written summary · about

  1. 0:00Intro
  2. 4:36Simulation
  3. 8:32Analysis
  4. 13:18Power of 2
  5. 15:22Service Time
  6. 17:14Repair Groups
  7. 20:50Queue Model
  8. 22:48MDS Codes
  9. 23:32Replication Codes
  10. 26:46Availability
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