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Rep-RAID: An Integrated Approach to Optimizing Data Replication and Garbage Collection in RAID-Enabled SSDs

Offered By: ACM SIGPLAN via YouTube

Tags

RAID Courses Flash Memory Courses Data Replication Courses Garbage Collection Courses

Course Description

Overview

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Explore an innovative approach to optimizing data replication and garbage collection in RAID-enabled SSDs through this 17-minute conference talk from LCTES 2023. Delve into the Rep-RAID scheme, which selectively replicates frequently updated data chunks and reorganizes new data stripes during garbage collection. Learn how this integrated method improves I/O performance by 16.7% and reduces tail latency by up to 17.9% at the 99.99th percentile compared to state-of-the-art RAID-enabled SSDs. Gain insights into the mathematical model guiding the replication process and understand how Rep-RAID addresses the challenges of increased write operations and parity computation in RAID technology for flash memory-based SSDs.

Syllabus

[LCTES'23] Rep-RAID: An Integrated Approach to Optimizing Data Replication and Garbage Collection(…)


Taught by

ACM SIGPLAN

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