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Programming an SSD Controller to Support Batched Writes for Variable-Size Pages

Cited 1 time in Web of Science Cited 2 time in Scopus
Authors

Do, Jae Young; Luo, Chen; Lomet, David

Issue Date
2021-04
Publisher
Institute of Electrical and Electronics Engineers Inc.
Citation
Proceedings - International Conference on Data Engineering, pp.756-767
Abstract
Exploiting a storage hierarchy is critical to cost-effective data management. However, most systems are challenged when data is not in cache because of the additional I/O to move data between SSD and main memory. To improve both cost and performance, some systems use a log structured store to write a batch of pages instead of a "block-at-a-time". However, host-based log structuring incurs the additional cost and complexity of garbage collection and recovery, duplicating similar SSD FTL functionality. In prior work, we presented a customized SSD controller implementation for an Open-Channel SSD to enable host computers to write batches of fixed size pages. This current work is a major redesign to support a batched write interface with variable size pages. Variable size pages can enable easy support of data compression and encryption, as well as reducing internal page storage fragmentation, e.g, within a B-tree. Thus it further improves I/O performance while making it easier and more efficient to support these capabilities.
ISSN
1084-4627
URI
https://hdl.handle.net/10371/201367
DOI
https://doi.org/10.1109/ICDE51399.2021.00071
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  • College of Engineering
  • Department of Electrical and Computer Engineering
Research Area AI 애플리케이션을 위한 알고리즘-시스템 공동 설계, AI-powered Big Data Management, Generative AI, Large Language Model, ML, 고성능 대규모 AI 데이터 분석 및 처리, 모달 AI

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