The Community for Technology Leaders
2018 IEEE International Conference on Networking, Architecture and Storage (NAS) (2018)
Chongqing, China
Oct. 11, 2018 to Oct. 14, 2018
ISBN: 978-1-5386-8368-2
TABLE OF CONTENTS

Tolerating Soft Errors in Deep Learning Accelerators with Reliable On-Chip Memory Designs (Abstract)

Arash Azizimazreah , School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, USA
Yongbin Gu , School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, USA
Xiang Gu , School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, USA
Lizhong Chen , School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, USA
pp. 1-10

CNNAuth: Continuous Authentication via Two-Stream Convolutional Neural Networks (Abstract)

Hailong Hu , College of Computer and Information Sciences, Southwest University, Chongqing 400715, China
Yantao Li , College of Computer Science, Chongqing University, Chongqing 400044, China
Zhangqian Zhu , College of Computer and Information Sciences, Southwest University, Chongqing 400715, China
Gang Zhou , Department of Computer Science, College of William and Mary, Williamsburg, VA 23185, USA
pp. 1-9

MemBrain: Automated Application Guidance for Hybrid Memory Systems (Abstract)

M. Ben Olson , Electrical Engineering and Computer Science Department, University of Tennessee, Knoxville
Tong Zhou , Electrical Engineering and Computer Science Department, University of Tennessee, Knoxville
Michael R. Jantz , Electrical Engineering and Computer Science Department, University of Tennessee, Knoxville
Kshitij A. Doshi , Intel® Corporation Chandler, AZ
M. Graham Lopez , Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN
Oscar Hernandez , Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN
pp. 1-10

Performance Analysis of Different Convolution Algorithms in GPU Environment (Abstract)

Rui Xu , National University of Defense Technology, College of Computer Science, Hunan, China
Sheng Ma , National University of Defense Technology, College of Computer Science, Hunan, China
Yang Guo , National University of Defense Technology, College of Computer Science, Hunan, China
pp. 1-10

Personalized Behavior Prediction with Encoder-to-Decoder Structure (Abstract)

Tong Yin , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China
Xiaotie Deng , School of Electronics Engineering and Computer Science, Peking University, Peking, China
Yuan Qi , AI Department, Ant Financial Services Group, Hangzhou, China
Wei Chu , AI Department, Ant Financial Services Group, Hangzhou, China
Jing Pan , AI Department, Ant Financial Services Group, Hangzhou, China
Xiang Yan , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China
Junwu Xiong , AI Department, Ant Financial Services Group, Hangzhou, China
pp. 1-10

Reference-Counter Aware Deduplication in Erasure-Coded Distributed Storage System (Abstract)

Tong Liu , Department of Computer and Information Sciences, Temple University
Xubin He , Department of Computer and Information Sciences, Temple University
Shakeel Alibhai , Department of Computer and Information Sciences, Temple University
Chentao Wu , Department of Computer Science and Engineering, Shanghai Jiao Tong University
pp. 1-10

Automatic Identification Technology of Rotor UAVs Based on 5G Network Architecture (Abstract)

Tao Yang , Beihang University, Beijing, China
Jingcheng Zhao , Beihang University, Beijing, China
Tao Hong , Beihang University, Beijing, China
Weishi Chen , CAST, Beijing, China
Xinru Fu , Beihang University, Beijing, China
pp. 1-9

Optimal Travel Route Designing in Wireless Sensor Networks with Mobile Sink (Abstract)

Jiqiang Tang , College of Computer Science and Technology, Chongqing University of Technology, Chongqing, China
Songtao Guo , College of Electronic and Information Engineering, Southwest University, Chongqing, China
Yuanyuan Yang , Department of Electrical & Computer Engineering, Stony Brook University, Stony Brook, NY 11794, USA
pp. 1-7

A Protecting Source-Location Privacy Scheme for Wireless Sensor Networks (Abstract)

Xu Miao , Department of Information and Communication Systems, Hohai University, Changzhou, China
Guangjie Han , Department of Information and Communication Systems, Hohai University, Changzhou, China
Yu He , Department of Information and Communication Systems, Hohai University, Changzhou, China
Hao Wang , Department of Information and Communication Systems, Hohai University, Changzhou, China
Jinfang Jiang , Department of Information and Communication Systems, Hohai University, Changzhou, China
pp. 1-5

MQRP: QoS Attribute Decision Optimization for Satellite Network Routing (Abstract)

Li Yang , Department of Information Engineering, Dalian University, Dalian, China
Jian Liu , Department of Information Engineering, Dalian University, Dalian, China
Chengsheng Pan , Department of Information Engineering, Dalian University, Dalian, China
Qijie Zou , Department of Information Engineering, Dalian University, Dalian, China
Debin Wei , Department of Information Engineering, Dalian University, Dalian, China
pp. 1-8

Nxt-Freedom: Considering VDC-based Fairness in Enforcing Bandwidth Guarantees in Cloud Datacenter (Abstract)

Shuo Wang , University of Science and Technology of China, Hefei, Anhui, China, 230026
Jing Li , University of Science and Technology of China, Hefei, Anhui, China, 230026
Hongjie Zhang , University of Science and Technology of China, Hefei, Anhui, China, 230026
Qiqi Wang , University of Science and Technology of China, Hefei, Anhui, China, 230026
pp. 1-6

Accelerating Spark Shuffle with RDMA (Abstract)

Bing Liu , College of Computer, National University of Defense Technology, Changsha, China
Fang Liu , School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, China
Nong Xiao , College of Computer, National University of Defense Technology, Changsha, China
Zhiguang Chen , College of Computer, National University of Defense Technology, Changsha, China
pp. 1-7

Multi-User Optimal Offloading: Leveraging Mobility and Allocating Resources in Mobile Edge Cloud Computing (Abstract)

Hongyan Yu , Key Laboratory of Intelligent Information Processing and Control of Chongqing Municipal Institutions of Higher Education Chongqing Three Gorges University, Wanzhou, Chongqing, 404100 China
Jiadi Liu , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715 China
Songtao Guo , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715 China
pp. 1-8

Exporting Transactional Interface to Applications in Log-Structured File Systems (Abstract)

Jiacheng Zhang , Tsinghua University, Beijing, China
Youyou Lu , Tsinghua University, Beijing, China
Keni Qiu , Capital Normal University, Beijing, China
Zejun Shi1 , Capital Normal University, Beijing, China
Hongsuk Choi , Samsung Electronics, South Korea
Jiwu Shu , Tsinghua University, Beijing, China
pp. 1-10

LCR: Load-Aware Cache Replacement Algorithm for Flash-Based SSDs (Abstract)

Caiyin Liu , School of Computer Science and Technology, University of Science and Technology of China
Min Lv , School of Computer Science and Technology, University of Science and Technology of China
Yubiao Pan , College of Computer Science and Technology, Huaqiao University
Hao Chen , School of Computer Science and Technology, University of Science and Technology of China
Yongkun Li , School of Computer Science and Technology, University of Science and Technology of China
Cheng Li , School of Computer Science and Technology, University of Science and Technology of China
Yinlong Xu , School of Computer Science and Technology, University of Science and Technology of China
pp. 1-10

Exploiting Minipage-Level Mapping to Improve Write Efficiency of NAND Flash (Abstract)

Hao Lv , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
You Zhou , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
Fei Wu , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
Weijun Xiao , Department of Electrical and Computer Engineering Virginia Commonwealth University, Richmond 23284, USA
Xubin He , College of Science and Technology, Temple University, Philadelphia 19122, USA
Zhonghai Lu , School of Information and Communication Technology, KTH Royal Institute of Technology, Stockholm 10044, Sweden
Changsheng Xie , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
pp. 1-10

Tier-Code: An XOR-Based RAID-6 Code with Improved Write and Degraded-Mode Read Performance (Abstract)

Bingzhe Li , Department of Electrical and Computer Engineering, University of Minnesota, U.S.A.
Meng Yang , University of Michigan-Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, China
Soheil Mohajer , Department of Electrical and Computer Engineering, University of Minnesota, U.S.A.
Weikang Qian , University of Michigan-Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, China
David J. Lilja , Department of Electrical and Computer Engineering, University of Minnesota, U.S.A.
pp. 1-10

An Optimized Implementation for Concurrent LSM-Structured Key-Value Stores (Abstract)

Li Liu , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
Hua Wang , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
Ke Zhou , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
pp. 1-8

Energy-Efficient Task Offloading and Resource Scheduling for Mobile Edge Computing (Abstract)

Hongyan Yu , Key Laboratory of Intelligent Information Processing and Control of Universities in Chongqing; Chongqing Three Gorges University, Wanzhou, Chongqing, 404100, China
Quyuan Wang , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715, China
Songtao Guo , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715, China
pp. 1-4

User-Customizing Oriented Multipath Inter-Domain Routing (Abstract)

Donghong Qin , School of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China
Jiahai Yang , Institute of Cyberspace and Network Science, Tsinghua University, Beijing, China
Lina Ge , School of Information Science and Engineering, Guangxi University for Nationalities, Nanning, China
pp. 1-4

A Logic-Based Attack Graph for Analyzing Network Security Risk Against Potential Attack (Abstract)

Feng Yi , Information Engineering University, Zhengzhou, 450000, China
Huang Yi Cai , Information Engineering University, Zhengzhou, 450000, China
Fu Zheng Xin , Information Engineering University, Zhengzhou, 450000, China
pp. 1-4

Performance Evaluation and Analysis for MPI-Based Data Movement in Virtual Switch Network (Abstract)

Dan Huang , Department of ECE, University of Central Florida
Jun Wang , Department of ECE, University of Central Florida
Dezhi Han , College of Inforamtion Engineering, Shanghai Maritime University
pp. 1-4

An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks (Abstract)

Penglin Dai , School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China
Kai Liu , College of Computer Science, Chongqing University, Chongqing 400040, China
Ke Xiao , College of Computer Science, Chongqing University, Chongqing 400040, China
Junhua Wang , College of Computer Science, Chongqing University, Chongqing 400040, China
Zhaofei Yu , School of Electronics Engineering and Computer Science, Institute of Digital Media, Peking University, Beijing 100871, China
Huanlai Xing , School of Information Science and Technology, Southwest Jiaotong University, Chengdu 611756, China
pp. 1-4

Energy-Efficient Dynamic Task Offloading for Energy Harvesting Mobile Cloud Computing (Abstract)

Yongqiang Zhang , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715, China
Jianbo He , Department of Electrical and Electronic Engineering, Hubei University of Technology, Wuhan, Hubei, 430068, China
Songtao Guo , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715, China
pp. 1-4

Cache-Friendly Data Layout for Massive Graph (Abstract)

Yuxiang Shan , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Shenzhen Research Institute, Huazhong University of Science and Technology
Zhan Shi , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Shenzhen Research Institute, Huazhong University of Science and Technology
Dan Feng , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology
Ouyang Mengyun , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology
Fang Wang , Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology
pp. 1-4

Joint Optimization of Energy and QoE with Fairness in Cooperative Fog Computing System (Abstract)

Yifan Dong , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715 China
Cheng Han , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715 China
Songtao Guo , College of Electronic and Information Engineering, Southwest University, Chongqing, 400715 China
pp. 1-4
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