Big Data Computing and Communications

1. Front Matter

   Pages I-XVI

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2. Wireless Communication and Networks

   1. Front Matter

      Pages 1-1

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   2. A Novel Markov Chain Model to Derive the Expected Contention Window Size and Backoff Counter for IEEE 802.11 WLAN Nodes

      • Yi-Hua Zhu, Chaoran Zhu, Xianzhong Tian

      Pages 3-13

   3. RTDA: A Novel Reusable Truthful Double Auction Mechanism for Wireless Spectrum Management

      • Feng Tian, Di Li, Shuyu Li, Lei Wang, Naigao Jin, Liang Sun

      Pages 14-27

   4. Dynamic Sparse Channel Estimation Using \(\ell _0\)-constrained Kalman Filter in OFDM Systems

      • Nan Jing, Lin Wang

      Pages 28-42

   5. FOAM: Frequency-Offset Aware Multiple Client Selection for Cooperative Packet Recovery System

      • Ping Li, Panlong Yang, Yubo Yan, Lei Shi

      Pages 43-52

3. Database and Big Data

   1. Front Matter

      Pages 53-53

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   2. Research on Light-Weight Compression Schemes Based on Simulative Column-Store

      • Meng Huang, Xiaofeng Qiu, Shufang Li, Daowei Liu

      Pages 55-68

   3. Study of Constructing Data Supply Chain Based on PROV

      • Jiewei Lan, Xiyun Liu, Hong Luo, Peng Li

      Pages 69-78

   4. Focused Deep Web Entrance Crawling by Form Feature Classification

      • Lin Wang, Ammar Hawbani, Xingfu Wang

      Pages 79-87

   5. A Framework for Optimization in Big Data: Privacy-Preserving Multi-agent Greedy Algorithm

      • Taeho Jung, Xiang-Yang Li, Junze Han

      Pages 88-102

   6. Networking Big Data: Definition, Key Technologies and Challenging Issues of Transmission

      • Weigang Hou, Pengxing Guo, Lei Guo

      Pages 103-112

4. Smart Phone and Sensing Application

   1. Front Matter

      Pages 113-113

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   2. Gender Prediction Based on Data Streams of Smartphone Applications

      • Yilei Wang, Yuanyang Tang, Jun Ma, Zhen Qin

      Pages 115-125

   3. Anti-multipath Indoor Direction Finding Using Acoustic Signal via Smartphones

      • Xiaopu Wang, Yan Xiong, Wenchao Huang

      Pages 126-140

   4. Crowdsourcing Based Event Reporting System Using Smartphones with Accurate Localization and Photo Tamper Detection

      • Tong Qin, Huadong Ma, Dong Zhao, Tianyuan Li, Jianwei Chen

      Pages 141-151

   5. Parallel Accurate Localization from Cellular Network

      • Chao Wu, Bin Xu, Qi Li

      Pages 152-166

   6. A Vehicle Speed Estimation Algorithm Based on Wireless AMR Sensors

      • Zusheng Zhang, Tiezhu Zhao, Huaqiang Yuan

      Pages 167-176

5. Security and Privacy

   1. Front Matter

      Pages 177-177

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   2. Design and Evaluation of a Policy-Based Security Routing and Switching System for Data Interception Attacks

      • Yudong Zhao, Ke Xu, Rashid Mijumbi, Meng Shen

      Pages 179-192

This book constitutes the proceedings of the First International Conference on Big Data Computing and Communications, BigCom 2015, held in Taiyuan, China, in August 2015. The 41 papers presented in this volume were carefully reviewed and selected from 74 submissions. They were organized in topical sections named: wireless communication and networks; database and big data; smart phone and sensing application; security and privacy; architecture and applications; sensor networks and RFID; social networks and recommendation; signal processing and pattern recognition; and routing and resource management.

• Applications
• Big data
• Data analytics
• Data communication
• Data mining
• Decision support systems
• High performance computing
• Information retrieval
• Internet of things
• Management
• Networking
• Performance analysis
• Personalization
• Privacy
• Probabilistic models
• Security
• Social networks
• Spatio-temporal
• Stochastic methods
• Topic model

• University of North Carolina at Charlotte, Charlotte, USA

  Yu Wang

• Rutgers Business School, Newark, USA

  Hui Xiong

• Illinois Institute of Technology, Chicago, USA

  Shlomo Argamon, XiangYang Li

• Harbin Institute of Technology, Harbin, China

  JianZhong Li

Policies and ethics