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Speculative Recovery: Cheap, Highly Available Fault Tolerance with Disaggregated...

Talkat USENIX ATC '22 · 2022-07-11..07-13· [distributed-systems]
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name:Amit Levy
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Speculative recovery claims to cut REDS failover time by running failure detection and recovery in parallel using two new primitives super and collapse, implemented as a fast co‑located copy‑on‑write clone in a prototype called specReds. Evaluation on Docker+NVMe with MySQL/Postgres/MariaDB shows existing clone implementations raise write latency ~30×, while the co‑located clone matches regular disk performance and lets recovery race the primary. In a false‑positive test (primary returns after 10s, typical timeout 5s causing a 1‑minute recovery), speculative recovery aborts unnecessary failovers and significantly reduces outage time.

AI-written summary · about

  1. 0:00Start
  2. 1:26A nascent fault-tolerance technique
  3. 11:33super uses copy-on-write
  4. 12:32collapse uses a dirty bit to monitor writes
  5. 13:17Three components of a speculative recovery system
  6. 14:15The experiment setup
  7. 15:11Application recovery latency from various disk states
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