TY  - BOOK
AU  - Cui, Shuguang
AU  - Hero, Alfred O. III
AU  - Luo, Zhi - Quan
AU  - Moura, Jose M. F.
TI  - Big Data over Networks
SN  - 9781107099005
U1  - 005.7 
PY  - 2016///
CY  - Cambridge
PB  - Cambridge University Press
KW  - System analysis - Data processing.
KW  - Big data - Computer networks 
N1  - Part I: Mathematical Foundations:
1. Tensor models – solution methods and applications Shiqian Ma, Bo Jiang, Xiuzhen Huang and Shuzhong Zhang
2. Sparsity-aware distributed learning Symeon Chouvardas, Yannis Kopsinis and Sergios Theodoridis
3. Optimization algorithms for big data with application in wireless networks Mingyi Hong, Wei-Cheng Liao, Ruoyu Sun and Zhi-Quan Luo
4. A unified distributed algorithm for non-cooperative games Jong-Shi Pang and Meisam Razaviyayn

Part II: Big Data over Cyber Networks:
5. Big data analytics systems Ganesh Ananthanarayanan and Ishai Menache
6. Distributed big data storage in optical wireless networks Chen Gong, Zhengyuan Xu and Xiaodong Wang
7. Big data aware wireless communication – challenges and opportunities Suzhi Bi, Rui Zhang, Zhi Ding and Shuguang Cui
8. Big data processing for smart grid security Lanchao Liu, Zhu Han, H. Vincent Poor and Shuguang Cui

Part III: Big Data over Social Networks:
9. Big data: a new perspective on cities Riccardo Gallotti, Thomas Louail, Rémi Louf and Marc Barthelemy
10. High dimensional network analytics: mapping topic networks in Twitter data during the Arab Spring Kathleen M. Carley, Wei Wei and Kenneth Joseph
11. Social influence analysis in the big data era – a review Jianping Cao, Dongliang Duan, Liuqing Yang, Qingpeng Zhang, Senzhang Wang and Feiyue Wang

Part IV. Big Data over Biological Networks:
12. Inference of gene regulatory networks – validation and uncertainty Xiaoning Qian, Byung-Jun Yoon and Edward R Dougherty
13. Inference of gene networks associated with the host response to infectious disease Zhe Gan, Xin Yuan, Ricardo Henao, Ephraim L. Tsalik and Lawrence Carin
14. Gene-set-based inference of biological network topologies from big molecular profiling data Lipi Acharya and Dongxiao Zhu
15. Large scale correlation mining for biomolecular network discovery Alfred Hero and Bala Rajaratnam
ER  -