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12th ACA 2018: Yingkou, China
- Chao Li, Junjie Wu:

Advanced Computer Architecture - 12th Conference, ACA 2018, Yingkou, China, August 10-11, 2018, Proceedings. Communications in Computer and Information Science 908, Springer 2018, ISBN 978-981-13-2422-2
Accelerators
- Ke Xu

, Xiaoyun Wang, Shihang Fu, Dong Wang:
A Scalable FPGA Accelerator for Convolutional Neural Networks. 3-14 - Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Qiang Dou:

Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators. 15-29 - Keqian Zhu, Jingfei Jiang:

Research on Parallel Acceleration for Deep Learning Inference Based on Many-Core ARM Platform. 30-41 - Liang Bai, Jingfei Jiang, Yong Dou:

Research on Acceleration Method of Speech Recognition Training. 42-50
New Design Explorations
- Hongmei Wei, Fei Wang, Zhongsheng Li:

A Post-link Prefetching Based on Event Sampling. 53-65 - Jinyong Yin, Zhenpeng Xu, Xinmo Fang, Xihao Zhou:

The Design of Reconfigurable Instruction Set Processor Based on ARM Architecture. 66-78 - Jun Zhang, Rui Hou, Wei Song, Zhiyuan Zhan, Boyan Zhao, Mingyu Chen, Dan Meng:

Stateful Forward-Edge CFI Enforcement with Intel MPX. 79-94 - Yun Liang, Shuo Wang, Tulika Mitra

, Yajun Ha:
Analytical Two-Level Near Threshold Cache Exploration for Low Power Biomedical Applications. 95-108 - Xusheng Zhan, Yungang Bao, Ninghui Sun:

DearDRAM: Discard Weak Rows for Reducing DRAM's Refresh Overhead. 109-124
Towards Efficient ML/AI
- Weicheng Li, Dan Jia, Jia Zhai, Jihong Cai, Han Zhang, Lianyi Zhang, Hailong Yang, Depei Qian, Rui Wang:

EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition. 127-139 - Shuquan Wang, Shasha Guo, Lei Wang, Nan Li, Zikai Nie, Yu Deng, Qiang Dou, Weixia Xu:

A Power Efficient Hardware Implementation of the IF Neuron Model. 140-154 - Xiaolong Shen, Song He, Minquan Fang, Yuqi Wen, Xiaochen Bo

, Yong Dou:
paraSNF: An Parallel Approach for Large-Scale Similarity Network Fusion. 155-167 - Lujia Yin, Xiaotao Chen, Zheng Qin, Zhaoning Zhang, Jinghua Feng, Dongsheng Li:

An Experimental Perspective for Computation-Efficient Neural Networks Training. 168-178
Parallel Computing System
- Shanshan Chen, Xudong Zhou, Guiping Zhou, Richard O. Sinnott:

Distributed Data Load Balancing for Scalable Key-Value Cache Systems. 181-194 - Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:

Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2. 195-209 - Min Zhang:

The Checkpoint-Timing for Backward Fault-Tolerant Schemes. 210-218 - Jinghua Feng, Guangming Liu, Zhiwei Zhang, Tao Li, Yuqi Li, Fuxing Sun:

Quota-constrained Job Submission Behavior at Commercial Supercomputer. 219-231

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