54 citations · 149 across the 12 of their papers we have counts for
12 papers
Geometric Operator Convolutional Neural Network
Yangling Ma, Yixin Luo, Zhouwang Yang
The Convolutional Neural Network (CNN) has been successfully applied in many fields during recent decades; however it lacks the ability to utilize prior domain knowledge when deali…
Architectural Techniques for Improving NAND Flash Memory Reliability
Yixin Luo
Raw bit errors are common in NAND flash memory and will increase in the future. These errors reduce flash reliability and limit the lifetime of a flash memory device. We aim to imp…
Improving 3D NAND Flash Memory Lifetime by Tolerating Early Retention Loss and Process Variation
Yixin Luo, Saugata Ghose, Yu Cai +2
Compared to planar (i.e., two-dimensional) NAND flash memory, 3D NAND flash memory uses a new flash cell design, and vertically stacks dozens of silicon layers in a single chip. Th…
Characterizing, Exploiting, and Mitigating Vulnerabilities in MLC NAND Flash Memory Programming
Yu Cai, Saugata Ghose, Yixin Luo +3
This paper summarizes our work on experimentally analyzing, exploiting, and addressing vulnerabilities in multi-level cell NAND flash memory programming, which was published in the…
Read Disturb Errors in MLC NAND Flash Memory
Yu Cai, Yixin Luo, Saugata Ghose +3
This paper summarizes our work on experimentally characterizing, mitigating, and recovering read disturb errors in multi-level cell (MLC) NAND flash memory, which was published in…
Experimental Characterization, Optimization, and Recovery of Data Retention Errors in MLC NAND Flash Memory
Yu Cai, Yixin Luo, Erich F. Haratsch +3
This paper summarizes our work on experimentally characterizing, mitigating, and recovering data retention errors in multi-level cell (MLC) NAND flash memory, which was published i…
RowClone: Accelerating Data Movement and Initialization Using DRAM
Vivek Seshadri, Yoongu Kim, Chris Fallin +8
In existing systems, to perform any bulk data movement operation (copy or initialization), the data has to first be read into the on-chip processor, all the way into the L1 cache,…
Errors in Flash-Memory-Based Solid-State Drives: Analysis, Mitigation, and Recovery
Yu Cai, Saugata Ghose, Erich F. Haratsch +2
NAND flash memory is ubiquitous in everyday life today because its capacity has continuously increased and cost has continuously decreased over decades. This positive growth is a r…
Using ECC DRAM to Adaptively Increase Memory Capacity
Yixin Luo, Saugata Ghose, Tianshi Li +5
Modern DRAM modules are often equipped with hardware error correction capabilities, especially for DRAM deployed in large-scale data centers, as process technology scaling has incr…
Error Characterization, Mitigation, and Recovery in Flash Memory Based Solid-State Drives
Yu Cai, Saugata Ghose, Erich F. Haratsch +2
NAND flash memory is ubiquitous in everyday life today because its capacity has continuously increased and cost has continuously decreased over decades. This positive growth is a r…
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge
Songtao Guo, Yixin Luo, Yanzhi Song
This manuscript briefly describes an algorithm developed for the ISIC 2017 Skin Lesion Classification Competition. In this task, participants are asked to complete two independent…
Heterogeneous-Reliability Memory: Exploiting Application-Level Memory Error Tolerance
Yixin Luo, Sriram Govindan, Bikash Sharma +7
This paper summarizes our work on characterizing application memory error vulnerability to optimize datacenter cost via Heterogeneous-Reliability Memory (HRM), which was published…