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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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