Advanced Computer Architecture: 12th Conference, ACA 2018, Yingkou, China, August 10-11, 2018, Proceedings

Front Matter ....Pages I-X
Front Matter ....Pages 1-1
 A Scalable FPGA Accelerator for Convolutional Neural Networks  (Ke Xu, Xiaoyun Wang, Shihang Fu, Dong Wang)....Pages 3-14
 Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators  (Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Qiang Dou)....Pages 15-29
 Research on Parallel Acceleration for Deep Learning Inference Based on Many-Core ARM Platform  (Keqian Zhu, Jingfei Jiang)....Pages 30-41
 Research on Acceleration Method of Speech Recognition Training  (Liang Bai, Jingfei Jiang, Yong Dou)....Pages 42-50
Front Matter ....Pages 51-51
 A Post-link Prefetching Based on Event Sampling  (Hongmei Wei, Fei Wang, Zhongsheng Li)....Pages 53-65
 The Design of Reconfigurable Instruction Set Processor Based on ARM Architecture  (Jinyong Yin, Zhenpeng Xu, Xinmo Fang, Xihao Zhou)....Pages 66-78
 Stateful Forward-Edge CFI Enforcement with Intel MPX  (Jun Zhang, Rui Hou, Wei Song, Zhiyuan Zhan, Boyan Zhao, Mingyu Chen et al.)....Pages 79-94
 Analytical Two-Level Near Threshold Cache Exploration for Low Power Biomedical Applications  (Yun Liang, Shuo Wang, Tulika Mitra, Yajun Ha)....Pages 95-108
 DearDRAM: Discard Weak Rows for Reducing DRAM’s Refresh Overhead  (Xusheng Zhan, Yungang Bao, Ninghui Sun)....Pages 109-124
Front Matter ....Pages 125-125
 EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition  (Weicheng Li, Dan Jia, Jia Zhai, Jihong Cai, Han Zhang, Lianyi Zhang et al.)....Pages 127-139
 A Power Efficient Hardware Implementation of the IF Neuron Model  (Shuquan Wang, Shasha Guo, Lei Wang, Nan Li, Zikai Nie, Yu Deng et al.)....Pages 140-154
 paraSNF: An Parallel Approach for Large-Scale Similarity Network Fusion  (Xiaolong Shen, Song He, Minquan Fang, Yuqi Wen, Xiaochen Bo, Yong Dou)....Pages 155-167
 An Experimental Perspective for Computation-Efficient Neural Networks Training  (Lujia Yin, Xiaotao Chen, Zheng Qin, Zhaoning Zhang, Jinghua Feng, Dongsheng Li)....Pages 168-178
Front Matter ....Pages 179-179
 Distributed Data Load Balancing for Scalable Key-Value Cache Systems  (Shanshan Chen, Xudong Zhou, Guiping Zhou, Richard O. Sinnott)....Pages 181-194
 Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2  (Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian)....Pages 195-209
 The Checkpoint-Timing for Backward Fault-Tolerant Schemes  (Min Zhang)....Pages 210-218
 Quota-constrained Job Submission Behavior at Commercial Supercomputer  (Jinghua Feng, Guangming Liu, Zhiwei Zhang, Tao Li, Yuqi Li, Fuxing Sun)....Pages 219-231
Back Matter ....Pages 233-233