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Duo Liu
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Self-balancing federated learning with global imbalanced data in mobile systems
M Duan, D Liu, X Chen, R Liu, Y Tan, L Liang
IEEE Transactions on Parallel and Distributed Systems 32 (1), 59-71, 2020
2842020
Astraea: Self-balancing federated learning for improving classification accuracy of mobile deep learning applications
M Duan, D Liu, X Chen, Y Tan, J Ren, L Qiao, L Liang
2019 IEEE 37th international conference on computer design (ICCD), 246-254, 2019
2142019
In-situ ai: Towards autonomous and incremental deep learning for iot systems
M Song, K Zhong, J Zhang, Y Hu, D Liu, W Zhang, J Wang, T Li
2018 IEEE International Symposium on High Performance Computer Architecture …, 2018
1582018
MNFTL: An efficient flash translation layer for MLC NAND flash memory storage systems
Z Qin, Y Wang, D Liu, Z Shao, Y Guan
Proceedings of the 48th Design Automation Conference, 17-22, 2011
1162011
A two-level caching mechanism for demand-based page-level address mapping in NAND flash memory storage systems
Z Qin, Y Wang, D Liu, Z Shao
2011 17th IEEE Real-Time and Embedded Technology and Applications Symposium …, 2011
832011
Overhead-aware energy optimization for real-time streaming applications on multiprocessor System-on-Chip
Y Wang, H Liu, D Liu, Z Qin, Z Shao, EHM Sha
ACM Transactions on Design Automation of Electronic Systems (TODAES) 16 (2), 14, 2011
782011
PCM-FTL: a write-activity-aware NAND flash memory management scheme for PCM-based embedded systems
D Liu, T Wang, Y Wang, Z Qin, Z Shao
Real-Time Systems Symposium (RTSS), 2011 IEEE 32nd, 357-366, 2011
762011
Curling-PCM: Application-specific wear leveling for phase change memory based embedded systems
D Liu, T Wang, Y Wang, Z Shao, Q Zhuge, E Sha
2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC), 279-284, 2013
742013
Demand-based block-level address mapping in large-scale NAND flash storage systems
Z Qin, Y Wang, D Liu, Z Shao
Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware …, 2010
702010
On-demand block-level address mapping in large-scale NAND flash storage systems
R Chen, Z Qin, Y Wang, D Liu, Z Shao, Y Guan
IEEE Transactions on Computers 64 (6), 1729-1741, 2014
672014
Flexible clustered federated learning for client-level data distribution shift
M Duan, D Liu, X Ji, Y Wu, L Liang, X Chen, Y Tan, A Ren
IEEE Transactions on Parallel and Distributed Systems 33 (11), 2661-2674, 2021
622021
Building high-performance smartphones via non-volatile memory: The swap approach
K Zhong, T Wang, X Zhu, L Long, D Liu, W Liu, Z Shao, EHM Sha
Proceedings of the 14th international conference on embedded software, 1-10, 2014
602014
A space reuse strategy for flash translation layers in SLC NAND flash memory storage systems
D Liu, Y Wang, Z Qin, Z Shao, Y Guan
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 20 (6 …, 2011
572011
RNFTL: A reuse-aware NAND flash translation layer for flash memory
Y Wang, D Liu, M Wang, Z Qin, Z Shao, Y Guan
ACM Sigplan Notices 45 (4), 163-172, 2010
552010
Real-Time Flash Translation Layer for NAND Flash Memory Storage Systems
Z Qin, Y Wang, D Liu, Z Shao
Real-Time and Embedded Technology and Applications Symposium (RTAS), 2012 …, 2012
532012
Retention trimming for lifetime improvement of flash memory storage systems
L Shi, K Wu, M Zhao, CJ Xue, D Liu, EHM Sha
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015
462015
Fedgroup: Efficient federated learning via decomposed similarity-based clustering
M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan
2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2021
422021
Application-specific wear leveling for extending lifetime of phase change memory in embedded systems
D Liu, T Wang, Y Wang, Z Shao, Q Zhuge, EHM Sha
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2014
422014
Deterministic crash recovery for NAND flash based storage systems
C Zhang, Y Wang, T Wang, R Chen, D Liu, Z Shao
Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014
422014
A block-level flash memory management scheme for reducing write activities in PCM-based embedded systems
D Liu, T Wang, Y Wang, Z Qin, Z Shao
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2012 …, 2012
422012
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Articles 1–20