39th IEEE
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IPCCC 2020 November 6th – 8th, 2020
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IPCCC 2020 Virtual Conference Program
IPCCC 2020 Day 1 - Friday, November 6th
* Denotes short paper
Session 1: Best Paper Candidates
7:00 - 8:15 Chair: Feng Wang
Distributed Scheduling Algorithm for Optimizing Age of Information in Wireless Networks
Dongxiao Yu and Xinpeng Duan (Shandong University, China); Feng Li (Shandong Universiy, China); Yi Liang (Georgia State University, USA); Huan Yang (Qingdao University, China); Jiguo Yu (Qufu Normal University, China)
LIDAUS: Localization of IoT Device via Anchor UAV SLAM
Yue Sun, Deqiang Xu, Zhuoming Huang, Honggang Zhang and Xiaohui Liang (University of Massachusetts Boston, USA)
Session 2a: Security and Privacy I
8:15 - 10:15 Chair: Lixin Wang
SEC: Secure, Efficient, and Compatible Source Address Validation with Packet Tags
Xinyu Yang, Jiahao Cao and Mingwei Xu (Tsinghua University, China)
FProbe:Detecting Stealthy DGA-based botnets by Group Activities Analysis
Jiawei Sun (Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, University of Chinese Academy of Sciences, China); Yuan Zhou (Network Emergency Response Technical Team/Coordination Center Beijing, China); Shupeng Wang (Institute of Information Engineering, CAS, China); Lei Zhang (IIE CAS, China); Liu Junjiao (University of Chinese Academy of Sciences, China); Junteng Hou (School of Cyber Security, University of Chinese Academy of Sciences & Institute of Information Engineering, CAS, China); Zhicheng Liu (Institute of Information Engineering, Chinese Academy of Sciences, China)
Supporting Efficient Dynamic Update in Public Integrity Verification of Cloud Data
Jiawei Wan, Shijie Jia and Limin Liu (Institute of Information Engineering, Chinese Academy of Sciences, China); Yang Zhang (Institute of Information Engineering, CAS, China)
* NRV: Leveraging Secure Multi-Party Computation for Lightweight BGP Security Enhancement
Guoqiang Zhang, Mingwei Xu and Jiang Li (Tsinghua University, China)
* Edge Computing Based Privacy-Preserving Data Aggregation Scheme in Smart Grid
Songtao Guo (Chongqing University, China); Yuhao Kang and Pan Li (Southwest University, China); Yuanyuan Yang (Stony Brook University, USA)
Session 2b: Social Media Analysis and Big Data I
8:15 - 10:15 Chair: Honggang Zhang
A Multimodal Feature Fusion-Based Method for Individual Depression Detection on Sina Weibo
Yiding Wang, Zhenyi Wang, Chenghao Li, Yilin Zhang and Haizhou Wang (Sichuan University, China)
FluxInfer: Automatic Diagnosis of Performance Anomaly for Online Database System
Ping Liu (Tsinghua University, China); Shenglin Zhang and Yongqian Sun (Nankai University, China); Yuan Meng, Jiahai Yang and Dan Pei (Tsinghua University, China)
Budgeted Persuasion on User Opinions via Varying Susceptibility
Wenyi Tang, Xinrui Xu and Guangchun Luo (University of Electronic Science and Technology of China, China); Zaobo He (Miami University, USA); Kaiming Zhan (Sichuan Jiuyuan Yinhai Software Co., Ltd, China)
* Website Recommendation with Side Information Aided Variational Autoencoder
Pinhao Wang, Wenzhong Li and Zepeng Yu (Nanjing University, China); Baoguo Lu (Nanjing Research Institute of Electronics and Engineering, China); Sanglu Lu (Nanjing University, China)
* A Unite and Conquer Based Ensemble Learning Method for User Behavior Modeling
Abdoulaye Diop (University of Versailles Paris Saclay & Atos Evidian, France); Nahid Emad (University of Versailles Saint-Quentin-en-Yvelines, France); Thierry Winter (Atos, France)
Poster Session
10:15 - 11:00 Chair: Zaobo He
Network Resource Scheduling For Cloud/Edge Data Centers
Yuhan Zhao (Qilu University of Technology, China); Wei Zhang (Qilu University of Technology(Shandong Academy of Sciences), China); Meihong Yang (Shandong Computer Science Center(National Supercomputer Center in Jinan), China); Huiling Shi (Shandong Computer Science Center, China)
UAV Swarm Communication Aware FormationControl via Deep Q Network
Chengtao M Xu, Kai Zhang and Houbing Song (Embry-Riddle Aeronautical University, USA)
REPROOF: Quantifying the Jam Resistance of REBUF
Joshua B Groen and Peter Howell (United States Military Academy, USA); Michael Collins (Laboratory for Advanced Cybersecurity Research, USA)
Design Alternatives for Performance Monitoring Counter based Malware Detection
Jordan Pattee and Byeong Kil Lee (University of Colorado at Colorado Springs, USA)
Break for Lunch
11:00 - 1:00
Panel on Privacy vs. Contact Tracing
1:00 - 2:00 Moderator: Nils Aschenbruck
In the current pandemic situation, contact and proximity tracing apps have been developed and are deployed all over the world. Such apps can be helpful in managing a pandemic. A very wide acceptance and deployment of such apps is a crucial requirement for their effectiveness. The privacy of the users is probably the key challenge for the acceptance of such apps.
Panelists:
Stephen Farrell
Trinity College
Ireland
Zhiqiang Lin
Ohio State University
Ohio, USA
Thorsten Strufe
Karlsruhe Institute of Technology (KIT)
Germany
Session 3a: Deep Learning I and Cloud Computing
2:00 - 4:00 Chair: Houbing Song
Performance and Consistency Analysis for Distributed Deep Learning Applications
Danlin Jia (Northeastern University, USA); Manoj P Saha (Florida International University, USA); Janki Bhimani (Florida International University & Samsung Semiconductors, USA); Ningfang Mi (Northeastern University, USA)
On Machine Learning-based Stage-aware Performance Prediction of Spark Applications
Guangjun Ye (Zhejiang Sci-Tech University, China); Wuji Liu (New Jersey Institute of Technology, USA); Chase Q. Wu (New Jersey Institute of Technology & Oak Ridge National Laboratory, USA); Wei Shen (Zhejiang Sci-Tech University & University of Memphis, China); Xukang Lyu (Tianjin University, China)
Paradox of AlphaZero: Strategic vs. Optimal Plays
Ze-Li Dou, Liran Ma, Khiem Nguyen and Kien X Nguyen (Texas Christian University, USA)
* Modeling Energy Consumption of Virtual Machines in DVFS-Enabled Cloud Data Centers
Jianzhou Mao, Tathagata Bhattacharya, Xiaopu Peng, Cao Ting and Xiao Qin (Auburn University, USA)
* Privacy Preserving Inference with Convolutional Neural Network Ensemble
Alexander Weili Xiong (Rice University, USA); Michael Nguyen (USA); Andrew C So and Tingting Chen (California State Polytechnic University, Pomona, USA)
Session 3b: Network Security and Protocol
2:00 - 4:00 Chair: Ahyoung Lee
Policy Units and Categories: Networking Models for Simplifying Security Policy Management
Madeline Van Ness and Xin Sun (Ball State University, USA)
Detect Stepping-stone Intrusion by Mining Network Traffic using k-Means Clustering
Lixin Wang, Jianhua Yang and Mary Mccormick (Columbus State University, USA); Peng-Jun Wan (Illinois Institute of Technology, USA); Xiaohua Xu (Kennesaw State University, USA)
Lifecycle Management Protocols for Batteryless, Intermittent Sensor Nodes
Mathew L. Wymore, Vishal Deep, Vishak Narayanan, Henry Duwe and Daji Qiao (Iowa State University, USA)
* Experiments with Non-Cooperative Space DTN Routing
Ricardo Lent (University of Houston, USA)
* A Connection-Free Reliable Transport Protocol
JJ Garcia-Luna-Aceves (University of California at Santa Cruz, USA); Abdulazaz Albalawi (UC Santa Cruz, USA)
IPCCC 2020 Day 2 - Saturday, November 7th
* Denotes short paper
Session 4a: Deep Learning II
7:30 - 9:30 Chair: William Headley
Efficient Architecture Paradigm for Deep Learning Inference as a Service
Jin Yu (State Key Laboratory for Novel Software Technology & Chipnet Company, China); Xiaopeng Ke (State Key Laboratory for Novel Software Technology, Nanjing University, China); Fengyuan Xu and Hao Huang (Nanjing University, China)
Adaptive Video Streaming via Deep Reinforcement Learning from User Trajectory Preferences
Qingyu Xiao, Jin Ye, Chengjie Pang and Liangdi Ma (Guangxi University, China); Wenchao Jiang (Singapore University of Technology and Design, Singapore)
Improved Window Segmentation for Deep Learning Based Inertial Odometry
Siyu Chen (Wuhan Research Institute of Posts and Telecommunications, China); Yu Zhu and Xiaoguang Niu (Wuhan University, China); Zhiyong Hu (Wuhan Hongxin Technology of Service LLC, China)
* Automatic Recognition of Identification Schemes for IoT Identifiers via Sequence-to-Sequence Model
Xiaotao Li and Shujuan You (China Mobile Research Institute, China); Wai Chen (CMRI, USA)
Session 4b: Optimization and Performance
7:30 - 9:30 Chair: Suining He
Efficient Arithmetic Expression Optimization with Weighted Adjoint Matrix
Xianhua Liu and Chun Yang (Peking University, China); Zixin Guan (Guangdong Communications & Networks Institute, China)
A Dynamic Task Assignment Framework based on Prediction and Adaptive Batching
Lijun Sun (Qingdao University of Science & Technology, China); Xiaojie Yu, Shicong Chen and Yang Yan (Qingdao University of Science and Technology, China)
Hieff: Enabling Efficient VNF Clusters by Coordinating VNF Scaling and Flow Scheduling
Zenan Wang, Jiao Zhang, Haoran Wei and Tao Huang (Beijing University of Posts and Telecommunications, China)
* P4SFC: Service Function Chain Offloading with Programmable Switches
Junte Ma, Sihao Xie and Jin Zhao (Fudan University, China)
Session 5a: Security and Privacy II
9:30 - 11:30 Chair: Chunyu Ai
Secure Decentralized Application Development of Blockchain-based Games
Natalia Trojanowska and Michal Kedziora (Wroclaw University of Science and Technology, Poland); Moataz Hanif and Houbing Song (Embry-Riddle Aeronautical University, USA)
An Encrypted Traffic Classification Method Combining Graph Convolutional Network and Autoencoder
Boyu Sun, Wenyuan Yang, Mengqi Yan, Dehao Wu, Yuesheng Zhu and Zhiqiang Bai (Peking University, China)
What You See Is Not What You Get: Towards Deception-Based Data Moving Target Defense
Yaqin Zhang (State Key Laboratory of Information Security, China); Duohe Ma (Institute of Information Engineering, Chinese Academy of Sciences & State Key Laboratory Of Information Security, China); Xiaoyan Sun (California State University, Sacramento, USA); Kai Chen (Institute of Information Engineering, Chinese Academy of Sciences, China); Feng Liu (State Key Laboratory of Information Security, China)
SEGIVE: A Practical Framework of Secure GPU Execution in Virtualization Environment
Ziyang Wang, Fangyu Zheng and Jingqiang Lin (Institute of Information Engineering, Chinese Academy of Sciences, China); Jiankuo Dong (Nanjing University of Posts and Telecommunications, Nanjing, China); Guang Fan (Institute of Information Engineering, Chinese Academy of Sciences, China)
Session 5b: Wireless Networks and Mobility
9:30 - 11:30 Chair: Hank Susanto
Evaluation of the Interest of an Extra-Slot for a Grouped Polling-Selecting Method
Guéréguin Der Sylvestre Sidibé and Michel Misson (Université de Clermont Auvergne, France); Marie Françoise Servajean (LIMOS, France); Nadir Hakem (Université du Québec en Abitibi Témiscamingue & LRTCS Research Laboratory Télébec in Underground Communications, Canada); Raphaël Bidaud (Université de Clermont Auvergne, France)
A Modular and Distributed Setup for Power and Performance Analysis of Multi-Processor-System-on-Chip at Electronic System Level
Muhammad Mudussir Ayub (Techincal University Of Munich, Germany); Franz Kreupl (Technical University of Munich, Germany)
BonnMotion 4 - Taking Mobility Generation to the Next Level
Alexander Bothe and Nils Aschenbruck (University of Osnabrück, Germany)
* Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet?
Ilja Behnke (Technische Universität Berlin, Germany); Lukas Pirl (Hasso Plattner Institute, Germany); Lauritz Thamsen and Robert Danicki (Technische Universität Berlin, Germany); Andreas Polze (Hasso Plattner Institute, Germany); Odej Kao (TU Berlin, Germany)
Break for Lunch
11:30 - 1:00
Session 6: Big Data II and Wireless Communication
1:00 - 3:00 Chair: Xiaomei Zhang
Spatio-Temporal Data Mining for Aviation Delay Prediction
Kai Zhang, Yushan Jiang, Dahai Liu and Houbing Song (Embry-Riddle Aeronautical University, USA)
Deploying Network Key-Value SSDs to Disaggregate Resources in Big Data Processing Frameworks
Mahsa Bayati (Northeastern University, USA); Harsh Roogi and Ron Lee (Samsung Semiconductor Inc., USA); Ningfang Mi (Northeastern University, USA)
* AdaEmb-Encoder: Adaptive Embedding Spatial Encoder-Based Deduplication for Backing Up Classifier Training Data
Yaobin Qin and David J. Lilja (University of Minnesota, USA)
* FPGA Implementation of a Pseudo-Random Signal Generator for RF Hardware Test and Evaluation
Randeep S Baweja, Devin Ridge, Harpreet S Dhillon and William C Headley (Virginia Tech, USA)
* When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning
Megan O Moore, William Clark IV, R. Michael Beuhrer and William C Headley (Virginia Tech, USA)
IPCCC 2020 Day 3 - Sunday, November 8th
Workshop on Management, Measurement, and Data Transmission of IoT
7:00 - 9:45 Chair: Fu Chen
Research on Knowledge Graph Technology and Its Application in Agricultural Information Consulting Field
Fan Zhang, Jizhou Wu and Yingli Nie (Agricultural Information Institute of CAAS, China); Lihua Jiang (Chinese Academy of Agriculture Science, China); Ailian Zhou and Nengfu Xie (Agricultural Information Institute of CAAS, China)
Socially-Aware D2D Pair Strategy: A Stable Matching Approach
Xian Zhou, Daru Pan, Hui Song and Xu Huang (South China Normal University, China)
Research on Power Quality Data Placement Strategy Based on Improved Particle Swarm Optimization Algorithm
Chengdong Wang and Jun Fang (North China University of Technology, China); Zhao Zhuofeng (Research Center for Cloud Computing, North China University of Technology, China); Bo Zhao (North China University of Technology, China)
The Practical Application of IoT for Large-scale Instruments and Equipment Sharing Management Platform
Guangjun Shi and Liang Liu (Computer Network Information Center, Chinese Academy of Sciences, China); Fu Chen (Central University of Finance and Economics & CS, China)
Discussion on Application of the Internet of Things in Modern Agricultural Experimental Base
Lihua Jiang (Chinese Academy of Agriculture Science, China); Jiawei Yan and Nengfu Xie (Agricultural Information Institute of CAAS, China)
Deep Learning for IoT
Tao Lin (Amazon, USA)
Workshop on Security and Privacy for Internet of Things and Cyber-Physical Systems
9:45 - 12:00 Chair: Houbing Song
A sensor attack detection method based on fusion interval and historical measurement in CPS
Xiaobo Cai (Yunnan Agricultural University, China); Ke Han (Kunming Metallurgy College, China); Yue Zhang (Yunnan Agricultural University, China)
Research on Security Estimation and Control of Cyber-Physical System
Xiaobo Cai (Yunnan Agricultural University, China); Ke Han (Kunming Metallurgy College, China); Yue Zhang (Yunnan Agricultural University, China)
Open Framework of Gateway Monitoring System for Internet of Things in Edge Computing
Xiaobo Cai (Yunnan Agricultural University, China)
Authentication Based on Blockchain
Norah Alilwit (Embry-Riddle Aeronautical University, USA)
Software Define Radio in Realizing the Intruding UAS Group Behavior Prediction
Joshua Eason (Creighton University, USA); Chengtao M Xu and Houbing Song (Embry-Riddle Aeronautical University, USA)
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