Table of Contents
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Network and Parallel Computing
Xin He, En Shao, Guangming Tan |
Front Matter |
Accelerator
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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
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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
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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
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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
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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
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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
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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
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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
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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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