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Test of Time Award: Analysis of Data Corruption in the Storage Stack

Talkat FAST '22 · 2022-02-22..02-24· [observability]
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Analysis of telemetry covers 1.5 million drives and records 400,000+ corruptions detected as checksum mismatches. Nearline drives show an order-of-magnitude higher mismatch rate than enterprise disks, with spatial and temporal locality in errors. About 0.66% of some models develop corruption within 17 months of deployment. Results tie specific failure modes to checksums, scrubbing and two-drive protection adoption, and note the same corruption classes remain relevant as SSDs replace HDDs.

AI-written summary · about

  1. 0:00Start
  2. 0:48Pre-2007: Very Little Data on Disk Failures
  3. 1:452007-08: Large Scale Studies of Disk Failures
  4. 2:18An Analysis of Data Corruption: Highlights
  5. 4:41Impact and Relevance
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