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Table of Contents Network and Parallel Computing Xin He, En Shao, Guangming Tan Front Matter Accelerator Compiler-Assisted Operator Template Library for DNN Accelerators Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng 3-16 A Dynamic Mapping Model for General CNN Accelerator Based on FPGA Xiaoqiang Zhao, Jingfei Jiang, Zhe Han, Jinwei Xu, Zhiqiang Liu 17-29 A Dynamic Protection Mechanism for GPU Memory Overflow Yaning Yang, Xiaoqi Wang, Shaoliang Peng 30-40 AI MTLAT: A Multi-Task Learning Framework Based on Adversarial Training for Chinese Cybersecurity NER Yaopeng Han, Zhigang Lu, Bo Jiang, Yuling Liu, Chen Zhang, Zhengwei Jiang, Ning Li 43-54 Learning-Based Evaluation of Routing Protocol in Vehicular Network Using WEKA Amal Hadrich, Amel Meddeb Makhlouf, Faouzi Zarai 55-67 Accelerating Large-Scale Deep Convolutional Neural Networks on Multi-core Vector Accelerators Zhong Liu, Sheng Ma, Cheng Li, Haiyan Chen 68-79 M-DRL: Deep Reinforcement Learning Based Coflow Traffic Scheduler with MLFQ Threshold Adaption Tianba Chen, Wei Li, Yukang Sun, Yunchun Li 80-91 A Close Look at Multi-tenant Parallel CNN Inference for Autonomous Driving Yitong Huang, Yu Zhang, Boyuan Feng, Xing Guo, Yanyong Zhang, Yufei Ding 92-104 A Multi-model Super-Resolution Training and Reconstruction Framework Ninghui Yuan, Dunbo Zhang, Qiong Wang, Li Shen 105-116 Deep Visible and Thermal Image Fusion with Cross-Modality Feature Selection for Pedestrian Detection Mingyue Li, Zhenzhou Shao, Zhiping Shi, Yong Guan 117-127 LCache: Machine Learning-Enabled Cache Management in Near-Data Processing-Based Solid-State Disks Hui Sun, Shangshang Dai, Qiao Cui, Jianzhong Huang 128-139 Security Situation Prediction of Network Based on Lstm Neural Network Liqiong Chen, Guoqing Fan, Kun Guo, Junyan Zhao 140-144 Algorithm Dynamic GMMU Bypass for Address Translation in Multi-GPU Systems Jinhui Wei, Jianzhuang Lu, Qi Yu, Chen Li, Yunping Zhao 147-158 Parallel Fast DOA Estimation Algorithm Based on SML and Membrane Computing Xiaofeng Bai, Huajun Song, Changbo Xiang 159-169 Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations Haonan Ji, Shibo Lu, Kaixi Hou, Hao Wang, Weifeng Liu, Brian Vinter 170-181 A Hierarchical Model of Control Logic for Simplifying Complex Networks Protocol Design Yi Yang, Wei Quan, Jinli Yan, Lu Tang, Zhigang Sun 182-187 Architecture and Hardware FPGA-Based Multi-precision Architecture for Accelerating Large-Scale Floating-Point Matrix Computing Longlong Zhang, Yuanxi Peng, Xiao Hu, Ahui Huang, Tian Tian 191-202 A Configurable Hardware Architecture for Runtime Application of Network Calculus Xiao Hu, Zhonghai Lu 203-216 FEB3D: An Efficient FPGA-Accelerated Compression Framework for Microscopy Images Wanqi Liu, Yewen Li, Dawei Zang, Guangming Tan 217-230 NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-Based Many-Core Architectures Xiaosong Yu, Huihui Ma, Zhengyu Qu, Jianbin Fang, Weifeng Liu 231-242 CARAM: A Content-Aware Hybrid PCM/DRAM Main Memory System Framework Yinjin Fu, Yang Wu 243-248 Big Data and Cloud Optimization of RDMA-Based HDFS Data Distribution Mechanism Xiao Zhang, Binbin Liu, Junhao Zhao, Cong Dong 251-262 Reducing the Time of Live Container Migration in a Workflow Zhanyuan Di, En Shao, Mujun He 263-275 RDMA-Based Apache Storm for High-Performance Stream Data Processing Ziyu Zhang, Zitan Liu, Qingcai Jiang, Zheng Wu, Junshi Chen, Hong An 276-287 Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin, Haidi Liu, Xiaoyong Du 288-293 Edge Computing Location-Based Service Recommendation for Cold-Start in Mobile Edge Computing Mengshan Yu, Guisheng Fan, Huiqun Yu, Liang Chen 297-309 An Adaptive Delay-Limited Offloading Scheme Based on Multi-round Auction Model for Mobile Edge Computing Huamei Qi, Yiran Wang, Su Jiang, Chunmeng Yang, Jia Wu 310-322 An Efficient Data Transmission Strategy for Edge-Computing-Based Opportunistic Social Networks Jingwen Luo, Jia Wu, Yuzhou Wu 323-335 Emering Shadow Data: A Method to Optimize Incremental Synchronization in Data Center Changjian Zhang, Deyu Qi, Wenhao Huang 339-348 DROAllocator: A Dynamic Resource-Aware Operator Allocation Framework in Distributed Streaming Processing Fan Liu, Zongze Jin, Weimin Mu, Weilin Zhu, Yun Zhang, Weiping Wang 349-360 A Medical Support System for Prostate Cancer Based on Ensemble Method in Developing Countries Qinghe Zhuang, Jia Wu, Genghua Yu 361-372 The Entry-Extensible Cuckoo Filter Shuiying Yu, Sijie Wu, Hanhua Chen, Hai Jin 373-385 Monitoring Memory Behaviors and Mitigating NUMA Drawbacks on Tiered NVM Systems Shengjie Yang, Xinyu Li, Xinglei Dou, Xiaoli Gong, Hao Liu, Li Chen, Lei Liu 386-391 Network TPL: A Novel Analysis and Optimization Model for RDMA P2P Communication Zhen Du, Zhongqi An, Jing Xing 395-406 Connectivity and Routing Algorithm of the Data Center Network HSDC Hui Dong, Jianxi Fan, Baolei Cheng, Yan Wang, Jingya Zhou 407-419 CCRP: Converging Credit-Based and Reactive Protocols in Datacenters Yang Bai, Dinghuang Hu, Dezun Dong, Shan Huang, Xiangke Liao 420-434 Storage CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine Zhijie Yang, Rui Gong, Lianhua Qu, Ziyang Kang, Li Luo, Lei Wang, Weixia Xu 437-451 ODCP: Optimizing Data Caching and Placement in Distributed File System Using Erasure Coding Shuhan Wu, Yunchun Li, Hailong Yang, Zerong Luan, Wei Li 452-464 Towards Optimizing Deduplication on Persistent Memory Yichen Li, Kewen He, Gang Wang, Xiaoguang Liu 465-477

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