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Alleviating Garbage Collection Interference through Spatial Separation in All Flash Arrays

Title
Alleviating Garbage Collection Interference through Spatial Separation in All Flash Arrays
Authors
Kim, JaehoLim, KwanghyunJung, Young-DonLee, SungjinMin, ChangwooNoh, Sam H.
DGIST Authors
Lee, Sungjin
Issue Date
2019-07-10
Citation
USENIX Annual Technical Conference, 799-812
Type
Conference
ISBN
9781939133038
Abstract
We present SWAN, a novel All Flash Array (AFA) management scheme. Recent flash SSDs provide high I/O bandwidth (e.g., 3-10GB/s) so the storage bandwidth can easily surpass the network bandwidth by aggregating a few SSDs. However, it is still challenging to unlock the full performance of SSDs. The main source of performance degradation is garbage collection (GC). We find that existing AFA designs are susceptible to GC at SSD-level and AFA software-level. In designing SWAN, we aim to alleviate the performance interference caused by GC at both levels. Unlike the commonly-used temporal separation approach that performs GC at idle time, we take a spatial separation approach that partitions SSDs into the front-end SSDs dedicated to serve write requests and the back-end SSDs where GC is performed. Compared to temporal separation of GC and application I/O, which is hard to be controlled by AFA software, our approach guarantees that the storage bandwidth always matches the full network performance without being interfered by AFA-level GC. Our analytical model confirms this if the size of front-end SSDs and the back-end SSDs are properly configured. We provide extensive evaluations that show SWAN is effective for a variety of workloads. © Proceedings of the 2019 USENIX Annual Technical Conference, USENIX ATC 2019. All rights reserved.
URI
http://hdl.handle.net/20.500.11750/12883
Publisher
USENIX Association
Related Researcher
  • Author Lee, Sungjin Data-Intensive Computing Systems Laboratory
  • Research Interests Computer System, System Software, Storage System, Non-volatile Memory, Flash-based SSD, Distributed Storage Systems
Files:
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Collection:
Department of Information and Communication EngineeringData-Intensive Computing Systems Laboratory2. Conference Papers


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