PR-LRU: A Novel Buffer Replacement Algorithm Based on the Probability of Reference for Flash Memory.

IEEE ACCESS(2017)

引用 17|浏览31
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摘要
NAND flash memory has many advantages, including a small form factor, non-volatility, and high reliability. However, problems caused by physical limitations, such as asymmetric I/O latencies and out-of- place updates, still need to be resolved. By using a probability of reference (PR) to select a candidate page as the victim page, this paper presents a novel buffer replacement algorithm called PR least recently used to enhance the flash memory performance. To predict whether a page may be referenced in the future, three variables are used to calculate a page's PR. In addition, we improve the performance overhead of the number of write operations, the hit ratio, and the runtime using a novel PR strategy. The algorithm is implemented and tested on the flash simulation platform Flash-DBSim. The results indicate that our algorithm provides improvements of up to 7% for the hit ratio with an improvement of up to 36.7% for the overall runtime compared with other approaches.
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关键词
Buffer replacement algorithm,flash memory,flash-based DBMS,probability of reference
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