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4th BigCom 2018: Chicago, IL, USA
- 4th International Conference on Big Data Computing and Communications, BigCom 2018, Chicago, IL, USA, August 7-9, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-8021-6
Session 1: Wireless Networks and Wireless Signal
- Wenqi Bi, Xiang-Yang Li, Panlong Yang, Guang Li, Hao Zhou, Yichang Li, Ning Xiao:
Signal Tracking Using Commodity WiFi. 1-8 - Zhaobin Liu, Wenzhi Liu, Qiang Ma, Gang Liu, Ligang Fang:
Adaptive Coupling Model of Time Synchronization and Topology Control in Large-Scale Wireless Sensor Networks. 9-16 - Xiaoxue Zhang, Nanhuan Mi, Xin He, Panlong Yang:
On Measurement of the Spatio-Frequency Property of OFDM Backscattering. 17-21 - Jiaxuan Wu, Yunfei Feng
:
Global Wi-Fi Positioning Method Based on Online Clustering Algorithm. 22-27 - Gefan Cheng, Hao Sun, Xin He, Weiwei Jiang
Outage Probability Analysis of Decode-and-Forward Relaying Systems with Energy Harvesting. 28-33
Session 2: Systems and Pattern Recognition (l)
- Charles Roland Haruna, Mengshu Hou, Rui Xi
User-Transition Behavior Analysis in Data Publication Using Bipartite Graph. 34-40 - Ling Xiao, Yu Meng, Kai Wu:
Adaptive Compressed Classification for Energy Efficient Activity Recognition in Wireless Body Sensor Networks. 41-45 - Xuan Zhang, Chunhong Zhang, Chenchen Guo, Yang Ji:
A Framework for Enhancing Word Embeddings with Task-Specific Information. 46-53 - Peiyue Zhang, Zhan Xu, Pengcheng Liu, Yiyang Zhao, Lian Wang, Yuntao Ma, Jian Wang:
Real Time Object Detection Based on FPGA with Big Data. 54-59
Session 3: Systems and Pattern Recognition (ll)
- Xiawen Yao, Xingfa Shen, Tian He, Sang Hyuk Son:
Demand Estimation of Public Bike-Sharing System Based on Temporal and Spatial Correlation. 60-65 - Chunlei Zhao, Yunlong Li, Ruiqi Hong, Jian Zhang, Liangyi Gong:
Supervision of Webcasting-Anchor Behavior Evaluation Based on Barrage Emotion Analysis. 66-71 - Peide Zhu, Hao Zhou, Shumin Cao, Panlong Yang, Shuangshuang Xue:
Control with Gestures: A Hand Gesture Recognition System Using Off-the-Shelf Smartwatch. 72-77 - Siwen Zheng, Jianhui Zhang, Jiayu Gan, Tianhao Zhang:
StaCover: Mobile Energy-Sharing Cabinets Deployment with Public Bike System. 78-83
Session 4: Security and Privacy (l)
- Jianmeng Huang, Wenchao Huang, Fuyou Miao, Yan Xiong:
Detecting Stubborn Permission Requests in Android Applications. 84-89 - Feixia Min, Xiaofeng Qiu, Fan Wu:
Adversarial Attack? Don't Panic. 90-95 - Jianmeng Huang, Wenchao Huang, Zhaoyi Meng, Fuyou Miao, Yan Xiong:
Identifying Superfluous Network Transmissions in Android Applications. 96-101 - Hongbing Yan, Yan Xiong, Wenchao Huang, Jianmeng Huang, Zhaoyi Meng:
Automatically Detecting Malicious Sensitive Data Usage in Android Applications. 102-107
Session 5: Security and Privacy (ll)
- Lei Qin, Yan Xiong, Wenchao Huang, Zhaoyi Meng:
A Privacy Enforcement Framework for Android Systems Using Symbolic Execution-Based Instrumentation. 108-113 - Jiabin Zhu, Yan Xiong, Wenchao Huang:
A Formal Framework for State Continuity of Protected Modules. 114-119 - Kunyi Chen, Siyao Cheng, Hong Gao, Jianzhong Li:
A Functional Analysis Based Strategy for Preserving Location Privacy. 120-125 - Yifei Hu, Yan Xiong, Wenchao Huang, Xianglin Bao:
KeyChain: Blockchain-Based Key Distribution. 126-131
Session 6: Machine Learning and Algorithm
- Jiachang Li, Jiming Li, Haitao Zhang:
Deep Learning Based Parking Prediction on Cloud Platform. 132-137 - Md. Muzakkir Hussain
Computing Platforms for Big Data Analytics in Electric Vehicle Infrastructures. 138-143 - Yi Cen, Yigang Cen, Ke Wang, Jincong Li, Shiming Chen, Linna Zhang, Dan Tao:
Low-Rank Tensor Estimation via Generalized Norm/Quasi-Norm Difference Regularization. 144-149 - Jiangfan Li, Junxu Xia, Chendie Yao, Deke Guo:
Tarot: A General Aggregation Model under Performance Variations. 150-155 - Xingfu Wang, Jing Chen, Ammar Hawbani, Fuyou Miao, Chenxi Shao:
Building Sentiment Lexicon with Representation Learning Based on Contrast and Label of Sentiment. 156-161
Session 7: Datacenter and Edge Computing
- Yudong Qin, Deke Guo, Geyao Cheng, Xu Lin:
SFNet: A VLC Enabled Hybrid Network Structure for Data Centers. 162-167 - Xueyu Li, Xu Zhang, Dongbin Wang:
Spatiotemporal Cyberspace Situation Awareness Mechanism for Backbone Networks. 168-173 - Zhijin Qiu, Tong Hu, Suiping Qi, Shiyong Liu, Xupeng Wang, Zhongwen Guo:
Automatic Matching Method for Ocean Observation Elements Based on Edge Computing. 174-180 - Meixuan Li, Yu-e Sun, He Huang, Jingmei Cui:
A Flexible Resource Allocation Mechanism with Performance Guarantee in Cloud Computing. 181-188 - Yuanxing Zhang
Geo-Edge: Geographical Resource Allocation on Edge Caches for Video-on-Demand Streaming. 189-194
Session 8: Systems and Architecture
- Jiabin Zhu, Wenchao Huang, Yan Xiong:
Formally Verifying Memory Isolation Based on ARM Processors. 195-200 - Shiyong Liu, Zhichao Cao, Zhongwen Guo, Guohua Wang, Xupeng Wang, Zhijin Qiu, Xukun Qin:
NVMTFS: A Non-Volatile Memory Adaptive File System for Tiered Storage System. 201-206 - Shiyong Liu, Zhongwen Guo, Chen Liu, Xupeng Wang, Guohua Wang, Zhijin Qiu, Xukun Qin:
The Read Amplification Analysis of NoSQL Database on Top of OSDs: A Case Study of HBase. 207-212 - Yu Zhang, Yuxiang Zhang:
Making Halide Efficient for Multicore Systems. 213-218 - Shaohui Li, Derong Shen, Yue Kou, Dan Yang:
Query Optimization for Massive RDF Data Based on Spark. 219-224
Session 9: Network Economics
- Wenbin Shi, Yiliang Yuan, Haisheng Tan, Ge Chen, Hong Zhang, Hao Zhou:
Online Guaranteed-Delivery Advertising under Frequency Capping. 225-230 - Jiaxi Gu, Lan Zhang, Jiliang Wang, Zhiwen Yu
Spotlight: Multiple-Object Localization by Mobile Photo Fusion. 231-235 - Lan Yao, Zhuang Li, Tiezheng Nie, Zhibin Zhao:
Research and Implementation of a Brand Normalization Method across E-Commerce Platforms. 236-242
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