Towards Efficient Flash Caches with Emerging NVMe Flexible Data Placement SSDs

NVMe Flash-based SSDs are widely deployed in data centers to cache working sets of large-scale web services. As data centers face increasing sustainability demands, such as reduced carbon emissions, efficient management of Flash overprovisioning and endurance has become crucial. Our analysis demonstrates that mixing data with different lifetimes on Flash blocks results in high device garbage collection costs, which either reduce device lifetime or necessitate host overprovisioning. Targeted data placement on Flash to minimize data intermixing and thus device write amplification shows promise for addressing this issue.

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Publication Details

Published
2025-03-26
DOI
https://doi.org/10.1145/3689031.3696091
Citations
6
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
8.92
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article

Towards Efficient Flash Caches with Emerging NVMe Flexible Data Placement SSDs

Arun George, Michael Allison, Vivek Shah, Javier Argos González et al.
6 citations
Advanced Data Storage Technologies
8.92
article

Towards Efficient Flash Caches with Emerging NVMe Flexible Data Placement SSDs

Arun George, Michael Allison, Vivek Shah, Javier Argos González, Vikash Kumar, Ranjeet Nair, Dan Helmick
article en
6 citations

Abstract

NVMe Flash-based SSDs are widely deployed in data centers to cache working sets of large-scale web services. As data centers face increasing sustainability demands, such as reduced carbon emissions, efficient management of Flash overprovisioning and endurance has become crucial. Our analysis demonstrates that mixing data with different lifetimes on Flash blocks results in high device garbage collection costs, which either reduce device lifetime or necessitate host overprovisioning. Targeted data placement on Flash to minimize data intermixing and thus device write amplification shows promise for addressing this issue.

Samsung (South Korea) (KR)
Industry, innovation and infrastructure
Openalex Percentile: Top 3%
Advanced Data Storage Technologies
8.92
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