Bingzhe Li
Bingzhe Li
Assistant Professor of Computer Science, University of Texas at Dallas
Verified email at - Homepage
Cited by
Cited by
Using stochastic computing to reduce the hardware requirements for a restricted Boltzmann machine classifier
B Li, MH Najafi, DJ Lilja
Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing
SR Faraji, MH Najafi, B Li, K Bazargan, DJ Lilja
The 2019 Design, Automation, and Test in Europe (DATE), 2019
An FPGA implementation of a restricted boltzmann machine classifier using stochastic bit streams
B Li, MH Najafi, DJ Lilja
2015 IEEE 26th International Conference on Application-specific Systems …, 2015
Sliding Look-Back Window Assisted Data Chunk Rewriting for Improving Deduplication Restore Performance
Z Cao, S Liu, F Wu, G Wang, B Li, DHC Du
The 17th USENIX Conference on File and Storage Technologies (FAST '19), 2019
Neural network classifiers using stochastic computing with a hardware-oriented approximate activation function
B Li, Y Qin, B Yuan, DJ Lilja
2017 IEEE International Conference on Computer Design (ICCD), 97-104, 2017
Exploring Performance Characteristics of the Optane 3D Xpoint Storage Technology
J Yang, B Li, D Lilja
ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2020
Towards Theoretical Cost Limit of Stochastic Number Generators for Stochastic Computing
M Yang, B Li, DJ Lilja, B Yuan, W Qian
IEEE Computer Society Annual Symposium on VLSI, 2018
Data Management Design for Interlaced Magnetic Recording
F Wu, B Zhang, Z Cao, H Wen, B Li, J Diehl, G Wang, DHC Du
10th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 18), 2018
Quantized Neural Networks with New Stochastic Multipliers
B Li, MH Najafi, B Yuan, DJ Lilja
19th International Symposium on Quality Electronic Design (ISQED 2018), 2018
{ZoneAlloy}: Elastic Data and Space Management for Hybrid {SMR} Drives
F Wu, B Li, Z Cao, B Zhang, MH Yang, H Wen, DHC Du
11th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 19), 2019
Kinetic Action: Performance Analysis of Integrated Key-Value Storage Devices vs. LevelDB Servers
M Minglani, J Diehl, X Cao, B Li, D Park, DJ Lilja, DHC Du
IEEE 23rd International Conference on Parallel and Distributed Systems (IEEE …, 2017
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks
B Li, MH Najafi, D Lilja
US Patent App. 62/817,343, 2019
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks
B Li, MH Najafi, D Lilja
ACM Journal on Emerging Technologies in Computing Systems, 2019
Spin-Hall-Effect based Stochastic Number Generator for Parallel Stochastic Computing
J Hu, B Li, C Ma, D Lilja, S Koester
IEEE Transactions on Electron Devices, 2019
HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management
B Li, C Deng, J Yang, D Lilja, B Yuan, D Du
International Conference On Computer Aided Design, 2019
Neural Network Classifiers using a Hardware-based Approximate Activation Function with a Hybrid Stochastic Multiplier
B Li, Y Qin, B Yuan, D Lilja
ACM Journal on Emerging Technologies in Computing Systems 15 (1), 2019
A survey of blockchain data management systems
Q Wei, B Li, W Chang, Z Jia, Z Shen, Z Shao
ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-28, 2022
Tracklace: Data management for interlaced magnetic recording
F Wu, B Li, B Zhang, Z Cao, J Diehl, H Wen, DHC Du
IEEE Transactions on Computers 70 (3), 347-358, 2020
Accelerating Deterministic Bit-Stream Computing with Resolution Splitting
MH Najafi, SR Faraji, B Li, DJ Lilja, K Bazargan
ISQED 2019, The 20th International Symposium on Quality Electronic Design, 2019
Anatomy of software defined storage challenges and new solutions to handle metadata
K Palanivel, B Li
Report. University of Minnesota, Minneapolis, 2013
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