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dc.contributor.authorJi, Chengen_US
dc.contributor.authorChang, Li-Pinen_US
dc.contributor.authorShi, Liangen_US
dc.contributor.authorGao, Congmingen_US
dc.contributor.authorWu, Chaoen_US
dc.contributor.authorWang, Yuangangen_US
dc.contributor.authorXue, Chun Jasonen_US
dc.date.accessioned2018-08-21T05:52:51Z-
dc.date.available2018-08-21T05:52:51Z-
dc.date.issued2017-10-01en_US
dc.identifier.issn1539-9087en_US
dc.identifier.urihttp://dx.doi.org/10.1145/3126511en_US
dc.identifier.urihttp://hdl.handle.net/11536/144025-
dc.description.abstractData compression is beneficial to flash storage lifespan. However, because the design of mobile flash storage is highly cost-sensitive, hardware compression becomes a less attractive option. This study investigates the feasibility of data compression on mobile flash storage. It first characterizes data compressibility based on mobile apps, and the analysis shows that write traffic bound for mobile storage volumes is highly compressible. Based on this finding, a lightweight approach is introduced for firmware-based data compression in mobile flash storage. The controller and flash module work in a pipelined fashion to hide the data compression overhead. Together with this pipelined design, the proposed approach selectively compresses incoming data of high compressibility, while leaving data of low compressibility to a compression-aware garbage collector. Experimental results show that our approach greatly reduced the frequency of block erase by 50.5% compared to uncompressed flash storage. Compared to unconditional data compression, our approach improved the write latency by 10.4% at a marginal cost of 4% more block erase operations.en_US
dc.language.isoen_USen_US
dc.subjectFlash memoryen_US
dc.subjectmobile deviceen_US
dc.subjectcompressibilityen_US
dc.subjectdata compressionen_US
dc.titleLightweight Data Compression for Mobile Flash Storageen_US
dc.typeArticleen_US
dc.identifier.doi10.1145/3126511en_US
dc.identifier.journalACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMSen_US
dc.citation.volume16en_US
dc.citation.issue5en_US
dc.contributor.department資訊工程學系zh_TW
dc.contributor.departmentDepartment of Computer Scienceen_US
dc.identifier.wosnumberWOS:000414353800066en_US
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