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Reducing write amplification of DM-SMR disks by shingle-aware persistent cache.
Tianming Yang1, Jing Zhang2, Haitao Wu1
1School of International Education, Huanghuai University, Zhumadian, China.
Scientific Reports
|June 24, 2026
Summary
We propose a new cache cleaning policy for Shingled Magnetic Recording (SMR) drives. This policy improves performance by intelligently flushing cached data, boosting random write speeds by up to 2.31X.
Area of Science:
- Computer Science
- Data Storage Technologies
Background:
- Shingled Magnetic Recording (SMR) technology increases data density by overlapping tracks.
- Track overlapping prevents in-place updates, leading to data corruption risks and poor random write performance.
- Drive-Managed SMR (DM-SMR) devices use persistent caches to mitigate these issues by batching writes.
Purpose of the Study:
- To introduce a novel, shingle-aware persistent cache cleaning policy for DM-SMR drives.
- To enhance random write performance and data integrity in SMR devices.
Main Methods:
- Developed a cache cleaning policy that merges cached updates by flushing writes in the shingle direction.
- Implemented a delayed write-back strategy to proactively free cache space by identifying safely writable data blocks and their optimal write order.
- Evaluated the policy using diverse block I/O traces.
Main Results:
- The proposed policy significantly improves cache management efficiency.
- Achieved up to 2.31X better performance compared to traditional set-associative baseline policies.
- Demonstrated effective freeing of cache space without incurring read-modify-write costs.
Conclusions:
- The shingle-aware persistent cache cleaning policy offers a substantial performance improvement for DM-SMR drives.
- This approach addresses the limitations of in-place updates in SMR technology.
- The delayed write-back strategy enhances the efficiency of data persistence in SMR systems.
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