Table of Contents
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Network and Parallel Computing
Xiaoxin Tang, Quan Chen, Pradip Bose, Weiming Zheng, Jean-Luc Gaudiot |
Front Matter |
Graph Computing
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GraphScSh: Efficient I/O Scheduling and Graph Sharing for Concurrent Graph Processing
Shang Liu, Zhan Shi, Dan Feng, Shuo Chen, Fang Wang, Yamei Peng |
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 |
16-27 |
NOC and Networks
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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 |
31-42 |
Modeling and Analysis of the Latency-Based Congestion Control Algorithm DX
Wanchun Jiang, Lijuan Peng, Chang Ruan, Jia Wu, Jianxin Wang |
43-55 |
Distributed Quality-Aware Resource Allocation for Video Transmission in Wireless Networks
Chao He, Zhidong Xie, Chang Tian |
56-65 |
Neural Networks
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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, Shuzheng Zhang, Weixia Xu |
69-81 |
PParabel: Parallel Partitioned Label Trees for Extreme Classification
Jiaqi Lu, Jun Zheng, Wenxin Hu |
82-92 |
Statistical Analysis and Prediction of Parking Behavior
Ningxuan Feng, Feng Zhang, Jiazao Lin, Jidong Zhai, Xiaoyong Du |
93-104 |
Big Data+Cloud
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ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling
Yang Song, Yunchun Li, Shuhan Wu, Hailong Yang, Wei Li |
107-119 |
BGElasor: Elastic-Scaling Framework for Distributed Streaming Processing with Deep Neural Network
Weimin Mu, Zongze Jin, Weiping Wang, Weilin Zhu, Weiping Wang |
120-131 |
High Performance DDoS Attack Detection System Based on Distribution Statistics
Xia Xie, Jinpeng Li, Xiaoyang Hu, Hai Jin, Hanhua Chen, Xiaojing Ma, Hong Huang |
132-142 |
DDP-B: A Distributed Dynamic Parallel Framework for Meta-genomics Binary Similarity
Mengxian Chi, Xu Jin, Feng Li, Hong An |
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 |
156-168 |
A Parallel Multi-keyword Top-k Search Scheme over Encrypted Cloud Data
Maohu Yang, Hua Dai, Jingjing Bao, Xun Yi, Geng Yang |
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, Tingyu Lin, Jia Rao |
182-194 |
HPC
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MMSR: A Multi-model Super Resolution Framework
Ninghui Yuan, Zhihao Zhu, Xinzhou Wu, Li Shen |
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 |
209-221 |
Emerging Topics
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LDAPRoam: A Generic Solution for Both Web-Based and Non-Web-Based Federate Access
Qi Feng, Wei Peng |
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 |
235-247 |
Memory and File System
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Spindle: A Write-Optimized NVM Cache for Journaling File System
Ge Yan, Kaixin Huang, Linpeng Huang |
251-263 |
Two-Erasure Codes from 3-Plexes
Liping Yi, Rebecca J. Stones, Gang Wang |
264-276 |
Deep Fusion: A Software Scheduling Method for Memory Access Optimization
Yimin Zhuang, Shaohui Peng, Xiaobing Chen, Shengyuan Zhou, Tian Zhi, Wei Li, Shaoli Liu |
277-288 |
Optimizing Data Placement on Hierarchical Storage Architecture via Machine Learning
Peng Cheng, Yutong Lu, Yunfei Du, Zhiguang Chen, Yang Liu |
289-302 |
Short Papers
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I/O Optimizations Based on Workload Characteristics for Parallel File Systems
Bing Wei, Limin Xiao, Bingyu Zhou, Guangjun Qin, Baicheng Yan, Zhisheng Huo |
305-310 |
Energy Consumption of IT System in Cloud Data Center: Architecture, Factors and Prediction
Haowei Lin, Xiaolong Xu, Xinheng Wang |
311-315 |
Efficient Processing of Convolutional Neural Networks on SW26010
Yi Zhang, Bing Shu, Yan Yin, Yawei Zhou, Shaodi Li, Junmin Wu |
316-321 |
ADMMLIB: A Library of Communication-Efficient AD-ADMM for Distributed Machine Learning
Jinyang Xie, Yongmei Lei |
322-326 |
Energy-Aware Resource Scheduling with Fault-Tolerance in Edge Computing
Yanfen Xue, Guisheng Fan, Huiqun Yu, Huaiying Sun |
327-332 |
DIN: A Bio-Inspired Distributed Intelligence Networking
Yufeng Li, Yankang Du, Chenhong Cao, Han Qiu |
333-337 |
A DAG Refactor Based Automatic Execution Optimization Mechanism for Spark
Hang Zhao, Yu Rao, Donghua Li, Jie Tang, Shaoshan Liu |
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 |
345-349 |
DAFL: Deep Adaptive Feature Learning for Network Anomaly Detection
Shujian Ji, Tongzheng Sun, Kejiang Ye, Wenbo Wang, Cheng-Zhong Xu |
350-354 |
SIRM: Shift Insensitive Racetrack Main Memory
Hongbin Zhang, Bo Wei, Youyou Lu, Jiwu Shu |
355-360 |
PDRM: A Probability Distribution Based Resource Management for Batch Workloads in Heterogeneous Cluster
Jun Zhou, Dan Feng, Fang Wang |
361-365 |
Collaborating CPUs and MICs for Large-Scale LBM Multiphase Flow Simulations
Chuanfu Xu, Xi Wang, Dali Li, Yonggang Che, Zhenghua Wang |
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, Yi Liu, Depei Qian |
371-375 |
A Parallel Retinex Image Enhancement Algorithm Based on OpenMP
Shixiong Cheng, Bin Liu, Dongjian He, Jinrong He, Yuancheng Li, Yanning Du |
376-381 |
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