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FusionRAID: Achieving Consistent Low Latency for Commodity SSD Arrays

Talkat FAST '21 · 2021-02-23..02-25· [databases]
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name:Junyu Wei
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name:Zhiyue Li
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FusionRAID is a RAID redesign that implements two-phase writes (temporary replicated writes then in-place parity conversion), a dynamic block map with static stripe mapping, and a lightweight sliding-window spike detector to redirect IO off slow drives. Evaluated on a 30-Intel-SSD array with traces and apps, it reports 22%–98% median latency reduction and 2.7x–62x (up to 35x reported) tail reduction, with temporary space overhead falling from >2× to 1.17× after automated stripe-ready replica placement and conversion.

AI-written summary · about

  1. 0:00Intro
  2. 0:35All-Flash Arrays (AFAs) On Rise
  3. 1:24Severe SSD RAID Performance Problems
  4. 2:18Observations from Empirical Study
  5. 5:42Shared Storage Pool
  6. 6:41FusionRAID Optimized Writes
  7. 8:00Spike Detection and Request Redirection
  8. 9:03Evaluation Overview
  9. 9:38Evaluation: Trace-driven Workloads
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