Network and Parallel Computing

1. Front Matter

   Pages i-xiv

   PDF

2. Graph Computing

   1. Front Matter

      Pages 1-1

      PDF

   2. GraphScSh: Efficient I/O Scheduling and Graph Sharing for Concurrent Graph Processing

      • Shang Liu, Zhan Shi, Dan Feng, Shuo Chen, Fang Wang, Yamei Peng

      Pages 3-15

   3. Game-Based Multi-MD with QoS Computation Offloading for Mobile Edge Computing of Limited Computation Capacity

      • Junyan Hu, Chubo Liu, Kenli Li, Keqin Li

      Pages 16-27

3. NOC and Networks

   1. Front Matter

      Pages 29-29

      PDF

   2. KLSAT: An Application Mapping Algorithm Based on Kernighan–Lin Partition and Simulated Annealing for a Specific WK-Recursive NoC Architecture

      • XiaoJun Wang, Feng Shi, Hong Zhang

      Pages 31-42

   3. Modeling and Analysis of the Latency-Based Congestion Control Algorithm DX

      • Wanchun Jiang, Lijuan Peng, Chang Ruan, Jia Wu, Jianxin Wang

      Pages 43-55

   4. Distributed Quality-Aware Resource Allocation for Video Transmission in Wireless Networks

      • Chao He, Zhidong Xie, Chang Tian

      Pages 56-65

4. Neural Networks

   1. Front Matter

      Pages 67-67

      PDF

   2. PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array

      • Shuquan Wang, Lei Wang, Shiming Li, Tian Shuo, Shasha Guo, Ziyang Kang et al.

      Pages 69-81

   3. PParabel: Parallel Partitioned Label Trees for Extreme Classification

      • Jiaqi Lu, Jun Zheng, Wenxin Hu

      Pages 82-92

   4. Statistical Analysis and Prediction of Parking Behavior

      • Ningxuan Feng, Feng Zhang, Jiazao Lin, Jidong Zhai, Xiaoyong Du

      Pages 93-104

5. Big Data+Cloud

   1. Front Matter

      Pages 105-105

      PDF

   2. ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling

      • Yang Song, Yunchun Li, Shuhan Wu, Hailong Yang, Wei Li

      Pages 107-119

   3. BGElasor: Elastic-Scaling Framework for Distributed Streaming Processing with Deep Neural Network

      • Weimin Mu, Zongze Jin, Junwei Wang, Weilin Zhu, Weiping Wang

      Pages 120-131

   4. High Performance DDoS Attack Detection System Based on Distribution Statistics

      • Xia Xie, Jinpeng Li, Xiaoyang Hu, Hai Jin, Hanhua Chen, Xiaojing Ma et al.

      Pages 132-142

   5. DDP-B: A Distributed Dynamic Parallel Framework for Meta-genomics Binary Similarity

      • Mengxian Chi, Xu Jin, Feng Li, Hong An

      Pages 143-155

   6. Optimal Resource Allocation Through Joint VM Selection and Placement in Private Clouds

      • Hongkun Chen, Feilong Tang, Linghe Kong, Wenchao Xu, Xingjun Zhang, Yanqin Yang

      Pages 156-168

   7. A Parallel Multi-keyword Top-k Search Scheme over Encrypted Cloud Data

      • Maohu Yang, Hua Dai, Jingjing Bao, Xun Yi, Geng Yang

      Pages 169-181

   8. N-Docker: A NVM-HDD Hybrid Docker Storage Framework to Improve Docker Performance

      • Lin Gu, Qizhi Tang, Song Wu, Hai Jin, Yingxi Zhang, Guoqiang Shi et al.

      Pages 182-194

This book constitutes the proceedings of the 16th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2019, held in Hohhot, China, in August 2019. 
The 22 full and 11 short papers presented in this volume were carefully reviewed and selected from 107 submissions. They were organized in topical sections named: graph computing; NOC and networks; neural networks; big data and cloud; HPC; emerging topics; memory and file system.

• artificial intelligence
• cloud computing
• communication systems
• computer hardware
• computer network
• computer science
• computer systems
• distributed computer systems
• distributed systems
• engineering
• internet
• machine learning
• mathematics
• microprocessor chips
• network protocols
• optimization
• parallel processing systems
• processors
• signal processing
• telecommunication networks

• Shanghai University of Finance and Economics, Shanghai, China

  Xiaoxin Tang

• Shanghai Jiao Tong University, Shanghai, China

  Quan Chen

• IBM T. J. Watson Research Center, Yorktown Heights, USA

  Pradip Bose

• Tsinghua University, Beijing, China

  Weiming Zheng

• University of California, Irvine, USA

  Jean-Luc Gaudiot

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