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17th NPC 2020: Zhengzhou, China
- Xin He, En Shao, Guangming Tan:
Network and Parallel Computing - 17th IFIP WG 10.3 International Conference, NPC 2020, Zhengzhou, China, September 28-30, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12639, Springer 2021, ISBN 978-3-030-79477-4
Accelerator
- Jiansong Li
, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng:
Compiler-Assisted Operator Template Library for DNN Accelerators. 3-16 - Xiaoqiang Zhao, Jingfei Jiang, Zhe Han, Jinwei Xu, Zhiqiang Liu:
A Dynamic Mapping Model for General CNN Accelerator Based on FPGA. 17-29 - Yaning Yang, Xiaoqi Wang, Shaoliang Peng
A Dynamic Protection Mechanism for GPU Memory Overflow. 30-40
AI
- Yaopeng Han, Zhigang Lu, Bo Jiang, Yuling Liu, Chen Zhang, Zhengwei Jiang, Ning Li:
MTLAT: A Multi-Task Learning Framework Based on Adversarial Training for Chinese Cybersecurity NER. 43-54 - Amal Hadrich, Amel Meddeb-Makhlouf, Faouzi Zarai:
Learning-Based Evaluation of Routing Protocol in Vehicular Network Using WEKA. 55-67 - Zhong Liu, Sheng Ma, Cheng Li, Haiyan Chen:
Accelerating Large-Scale Deep Convolutional Neural Networks on Multi-core Vector Accelerators. 68-79 - Tianba Chen, Wei Li, YuKang Sun, Yunchun Li:
M-DRL: Deep Reinforcement Learning Based Coflow Traffic Scheduler with MLFQ Threshold Adaption. 80-91 - Yitong Huang, Yu Zhang
A Close Look at Multi-tenant Parallel CNN Inference for Autonomous Driving. 92-104 - Ninghui Yuan, Dunbo Zhang, Qiong Wang, Li Shen:
A Multi-model Super-Resolution Training and Reconstruction Framework. 105-116 - Mingyue Li, Zhenzhou Shao
Deep Visible and Thermal Image Fusion with Cross-Modality Feature Selection for Pedestrian Detection. 117-127 - Hui Sun, Shangshang Dai
LCache: Machine Learning-Enabled Cache Management in Near-Data Processing-Based Solid-State Disks. 128-139 - Liqiong Chen, Guoqing Fan, Kun Guo, Junyan Zhao:
Security Situation Prediction of Network Based on Lstm Neural Network. 140-144
Algorithm
- Jinhui Wei, Jianzhuang Lu, Qi Yu, Chen Li, Yunping Zhao
Dynamic GMMU Bypass for Address Translation in Multi-GPU Systems. 147-158 - Xiaofeng Bai, Huajun Song, Changbo Xiang:
Parallel Fast DOA Estimation Algorithm Based on SML and Membrane Computing. 159-169 - Haonan Ji, Shibo Lu, Kaixi Hou, Hao Wang, Weifeng Liu
Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations. 170-181 - Yi Yang, Wei Quan, Jinli Yan, Lu Tang, Zhigang Sun:
A Hierarchical Model of Control Logic for Simplifying Complex Networks Protocol Design. 182-187
Architecture and Hardware
- Longlong Zhang, Yuanxi Peng, Xiao Hu, Ahui Huang, Tian Tian:
FPGA-Based Multi-precision Architecture for Accelerating Large-Scale Floating-Point Matrix Computing. 191-202 - Xiao Hu, Zhonghai Lu:
A Configurable Hardware Architecture for Runtime Application of Network Calculus. 203-216 - Wanqi Liu, Yewen Li, Dawei Zang, Guangming Tan:
FEB3D: An Efficient FPGA-Accelerated Compression Framework for Microscopy Images. 217-230 - Xiaosong Yu, Huihui Ma, Zhengyu Qu, Jianbin Fang, Weifeng Liu
NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-Based Many-Core Architectures. 231-242 - Yinjin Fu
CARAM: A Content-Aware Hybrid PCM/DRAM Main Memory System Framework. 243-248
Big Data and Cloud
- Xiao Zhang, Binbin Liu, Junhao Zhao, Cong Dong:
Optimization of RDMA-Based HDFS Data Distribution Mechanism. 251-262 - Zhanyuan Di
Reducing the Time of Live Container Migration in a Workflow. 263-275 - Ziyu Zhang, Zitan Liu, Qingcai Jiang, Zheng Wu, Junshi Chen, Hong An:
RDMA-Based Apache Storm for High-Performance Stream Data Processing. 276-287 - Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin, Haidi Liu, Xiaoyong Du:
Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots. 288-293
Edge Computing
- Mengshan Yu, Guisheng Fan, Huiqun Yu, Liang Chen:
Location-Based Service Recommendation for Cold-Start in Mobile Edge Computing. 297-309 - Huamei Qi, Yiran Wang, Su Jiang, Chunmeng Yang, Jia Wu:
An Adaptive Delay-Limited Offloading Scheme Based on Multi-round Auction Model for Mobile Edge Computing. 310-322 - Jingwen Luo, Jia Wu, Yuzhou Wu:
An Efficient Data Transmission Strategy for Edge-Computing-Based Opportunistic Social Networks. 323-335
Emering
- Changjian Zhang, Deyu Qi, Wenhao Huang:
Shadow Data: A Method to Optimize Incremental Synchronization in Data Center. 339-348 - Fan Liu, Zongze Jin, Weimin Mu, Weilin Zhu, Yun Zhang, Weiping Wang:
DROAllocator: A Dynamic Resource-Aware Operator Allocation Framework in Distributed Streaming Processing. 349-360 - Qinghe Zhuang, Jia Wu
A Medical Support System for Prostate Cancer Based on Ensemble Method in Developing Countries. 361-372 - Shuiying Yu
The Entry-Extensible Cuckoo Filter. 373-385 - Shengjie Yang, Xinyu Li, Xinglei Dou, Xiaoli Gong, Hao Liu, Li Chen, Lei Liu:
Monitoring Memory Behaviors and Mitigating NUMA Drawbacks on Tiered NVM Systems. 386-391
Network
- Zhen Du, Zhongqi An, Jing Xing:
TPL: A Novel Analysis and Optimization Model for RDMA P2P Communication. 395-406 - Hui Dong, Jianxi Fan, Baolei Cheng, Yan Wang, Jingya Zhou:
Connectivity and Routing Algorithm of the Data Center Network HSDC. 407-419 - Yang Bai, Dinghuang Hu, Dezun Dong, Shan Huang
CCRP: Converging Credit-Based and Reactive Protocols in Datacenters. 420-434
Storage
- Zhijie Yang
CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine. 437-451 - Shuhan Wu, Yunchun Li, Hailong Yang, Zerong Luan, Wei Li:
ODCP: Optimizing Data Caching and Placement in Distributed File System Using Erasure Coding. 452-464 - Yichen Li, Kewen He, Gang Wang, Xiaoguang Liu:
Towards Optimizing Deduplication on Persistent Memory. 465-477
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