Title :
DPA: A data pattern aware error prevention technique for NAND flash lifetime extension
Author :
Jie Guo ; Zhijie Chen ; Danghui Wang ; Zili Shao ; Yiran Chen
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Pittsburgh, Pittsburgh, PA, USA
Abstract :
The recent research reveals that the bit error rate of a NAND flash cell is highly dependent on the stored data patterns. In this work, we propose Data Pattern Aware (DPA) error protection technique to extend the lifespan of NAND flash based storage systems (NFSS). DPA manipulates the ratio of 1´s and 0´s in the stored data to minimize occurrence of the data patterns which are susceptible to bit error noise. Consequently, the NAND flash cell bit error rate is reduced, leading to system endurance extension. Our simulation result shows that, with marginal hardware and power overhead, DPA scheme can increase the NFSS lifetime by up to 4×, offering a complementing solution to other lifetime enhancement techniques like wear-leveling.
Keywords :
NAND circuits; error statistics; flash memories; DPA scheme; NAND flash based storage systems; NAND flash cell bit error rate; NAND flash lifetime extension; NFSS; bit error noise; data pattern aware error prevention technique; data pattern aware error protection technique; lifetime enhancement techniques; marginal hardware; power overhead; stored data patterns; system endurance extension; wear-leveling; Ash; Computer architecture; Correlation; Error correction codes; Interference; Noise; Polynomials;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2014 19th Asia and South Pacific
Conference_Location :
Singapore
DOI :
10.1109/ASPDAC.2014.6742955