Network and Parallel Computing: 16th IFIP WG 10.3 International Conference, NPC 2019, Hohhot, China, August 23–24, 2019, Proceedings

Description

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. Front Matter ....Pages i-xiv Front Matter ....Pages 1-1 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 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 Front Matter ....Pages 29-29 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 Modeling and Analysis of the Latency-Based Congestion Control Algorithm DX (Wanchun Jiang, Lijuan Peng, Chang Ruan, Jia Wu, Jianxin Wang)....Pages 43-55 Distributed Quality-Aware Resource Allocation for Video Transmission in Wireless Networks (Chao He, Zhidong Xie, Chang Tian)....Pages 56-65 Front Matter ....Pages 67-67 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 PParabel: Parallel Partitioned Label Trees for Extreme Classification (Jiaqi Lu, Jun Zheng, Wenxin Hu)....Pages 82-92 Statistical Analysis and Prediction of Parking Behavior (Ningxuan Feng, Feng Zhang, Jiazao Lin, Jidong Zhai, Xiaoyong Du)....Pages 93-104 Front Matter ....Pages 105-105 ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling (Yang Song, Yunchun Li, Shuhan Wu, Hailong Yang, Wei Li)....Pages 107-119 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 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 DDP-B: A Distributed Dynamic Parallel Framework for Meta-genomics Binary Similarity (Mengxian Chi, Xu Jin, Feng Li, Hong An)....Pages 143-155 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 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 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 Front Matter ....Pages 195-195 MMSR: A Multi-model Super Resolution Framework (Ninghui Yuan, Zhihao Zhu, Xinzhou Wu, Li Shen)....Pages 197-208 HiPower: A High-Performance RDMA Acceleration Solution for Distributed Transaction Processing (Runhua Zhang, Yang Cheng, Jinkun Geng, Shuai Wang, Kaihui Gao, Guowei Shen)....Pages 209-221 Front Matter ....Pages 223-223 LDAPRoam: A Generic Solution for Both Web-Based and Non-Web-Based Federate Access (Qi Feng, Wei Peng)....Pages 225-234 Characterizing Perception Module Performance and Robustness in Production-Scale Autonomous Driving System (Alessandro Toschi, Mustafa Sanic, Jingwen Leng, Quan Chen, Chunlin Wang, Minyi Guo)....Pages 235-247 Front Matter ....Pages 249-249 Spindle: A Write-Optimized NVM Cache for Journaling File System (Ge Yan, Kaixin Huang, Linpeng Huang)....Pages 251-263 Two-Erasure Codes from 3-Plexes (Liping Yi, Rebecca J. Stones, Gang Wang)....Pages 264-276 Deep Fusion: A Software Scheduling Method for Memory Access Optimization (Yimin Zhuang, Shaohui Peng, Xiaobing Chen, Shengyuan Zhou, Tian Zhi, Wei Li et al.)....Pages 277-288 Optimizing Data Placement on Hierarchical Storage Architecture via Machine Learning (Peng Cheng, Yutong Lu, Yunfei Du, Zhiguang Chen, Yang Liu)....Pages 289-302 Front Matter ....Pages 303-303 I/O Optimizations Based on Workload Characteristics for Parallel File Systems (Bing Wei, Limin Xiao, Bingyu Zhou, Guangjun Qin, Baicheng Yan, Zhisheng Huo)....Pages 305-310 Energy Consumption of IT System in Cloud Data Center: Architecture, Factors and Prediction (Haowei Lin, Xiaolong Xu, Xinheng Wang)....Pages 311-315 Efficient Processing of Convolutional Neural Networks on SW26010 (Yi Zhang, Bing Shu, Yan Yin, Yawei Zhou, Shaodi Li, Junmin Wu)....Pages 316-321 ADMMLIB: A Library of Communication-Efficient AD-ADMM for Distributed Machine Learning (Jinyang Xie, Yongmei Lei)....Pages 322-326 Energy-Aware Resource Scheduling with Fault-Tolerance in Edge Computing (Yanfen Xue, Guisheng Fan, Huiqun Yu, Huaiying Sun)....Pages 327-332 DIN: A Bio-Inspired Distributed Intelligence Networking (Yufeng Li, Yankang Du, Chenhong Cao, Han Qiu)....Pages 333-337 A DAG Refactor Based Automatic Execution Optimization Mechanism for Spark (Hang Zhao, Yu Rao, Donghua Li, Jie Tang, Shaoshan Liu)....Pages 338-344 BTS: Balanced Task Scheduling Strategy Based on Multi-resource Prediction and Allocation in Cloud Environment (Yongzhong Sun, Kejiang Ye, Wenbo Wang, Cheng-Zhong Xu)....Pages 345-349 DAFL: Deep Adaptive Feature Learning for Network Anomaly Detection (Shujian Ji, Tongzheng Sun, Kejiang Ye, Wenbo Wang, Cheng-Zhong Xu)....Pages 350-354 SIRM: Shift Insensitive Racetrack Main Memory (Hongbin Zhang, Bo Wei, Youyou Lu, Jiwu Shu)....Pages 355-360 PDRM: A Probability Distribution Based Resource Management for Batch Workloads in Heterogeneous Cluster (Jun Zhou, Dan Feng, Fang Wang)....Pages 361-365 Collaborating CPUs and MICs for Large-Scale LBM Multiphase Flow Simulations (Chuanfu Xu, Xi Wang, Dali Li, Yonggang Che, Zhenghua Wang)....Pages 366-370 Multiple Algorithms Against Multiple Hardware Architectures: Data-Driven Exploration on Deep Convolution Neural Network (Chongyang Xu, Zhongzhi Luan, Lan Gao, Rui Wang, Han Zhang, Lianyi Zhang et al.)....Pages 371-375 A Parallel Retinex Image Enhancement Algorithm Based on OpenMP (Shixiong Cheng, Bin Liu, Dongjian He, Jinrong He, Yuancheng Li, Yanning Du)....Pages 376-381 Correction to: Efficient Processing of Convolutional Neural Networks on SW26010 (Yi Zhang, Bing Shu, Yan Yin, Yawei Zhou, Shaodi Li, Junmin Wu)....Pages C1-C1 Back Matter ....Pages 383-385