Advanced Parallel Processing Technologies: 13th International Symposium, APPT 2019, Tianjin, China, August 15–16, 2019, Proceedings

Description

This book constitutes the proceedings of the 13th International Symposium on Advanced Parallel Processing Technologies, APPT 2019, held in Tianjin, China, in August 2019. The 11 full papers presented in this volume were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections named: System Support for Neural Networks; Scheduling and File Systems; Optimization and Parallelization; Security and Algorithms. Front Matter ....Pages i-xii Front Matter ....Pages 1-1 RV-CNN: Flexible and Efficient Instruction Set for CNNs Based on RISC-V Processors (Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou)....Pages 3-14 Compiling Optimization for Neural Network Accelerators (Jin Song, Yimin Zhuang, Xiaobing Chen, Tian Zhi, Shaoli Liu)....Pages 15-26 ZhuQue: A Neural Network Programming Model Based on Labeled Data Layout (Weijian Du, Linyang Wu, Xiaobing Chen, Yimin Zhuang, Tian Zhi)....Pages 27-39 Front Matter ....Pages 41-41 Reducing Rename Overhead in Full-Path-Indexed File System (Longhua Wang, Youyou Lu, Siyang Li, Fan Yang, Jiwu Shu)....Pages 43-54 Partition and Scheduling Algorithms for Neural Network Accelerators (Xiaobing Chen, Shaohui Peng, Luyang Jin, Yimin Zhuang, Jin Song, Weijian Du et al.)....Pages 55-67 Front Matter ....Pages 69-69 SPART: Optimizing CNNs by Utilizing Both Sparsity of Weights and Feature Maps (Jiaming Xie, Yun Liang)....Pages 71-85 DA-BERT: Enhancing Part-of-Speech Tagging of Aspect Sentiment Analysis Using BERT (Songwen Pei, Lulu Wang, Tianma Shen, Zhong Ning)....Pages 86-95 Random Inception Module and Its Parallel Implementation (Yingqi Gao, Kunpeng Xie, Song Guo, Kai Wang, Hong Kang, Tao Li)....Pages 96-106 Front Matter ....Pages 107-107 CBA-Detector: An Accurate Detector Against Cache-Based Attacks Using HPCs and Pintools (Beilei Zheng, Jianan Gu, Chuliang Weng)....Pages 109-122 An Efficient Log Parsing Algorithm Based on Heuristic Rules (Lin Zhang, Xueshuo Xie, Kunpeng Xie, Zhi Wang, Ye Lu, Yujun Zhang)....Pages 123-134 Distribution Forest: An Anomaly Detection Method Based on Isolation Forest (Chengfei Yao, Xiaoqing Ma, Biao Chen, Xiaosong Zhao, Gang Bai)....Pages 135-147 Back Matter ....Pages 149-149