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03902aam a2200337 i 4500 001 34AC142CB0D511E8923D894D97128E48 003 SILO 005 20180905010705 008 170807s2018 flua b 001 0 eng 010 $a 2017028407 020 $a 1498784860 020 $a 9781498784863 035 $a (OCoLC)1007503366 040 $a DLC $b eng $e rda $c DLC $d BTCTA $d BDX $d YDX $d OCLCF $d OCLCO $d YDX $d OCLCO $d FGM $d CHVBK $d OCLCO $d FIE $d SILO 042 $a pcc 050 04 $a QA76.9 B45 B54 2018 245 00 $a Big data and computational intelligence in networking / $c edited by Yulei Wu, Fei Hu, Geyong Min, Albert Y. Zomaya. 264 1 $a Boca Raton, FL : $b CRC Press, Taylor & Francis Group, $c [2018] 300 $a xv, 529 pages ; $c 24 cm 504 $a Includes bibliographical references and index. 505 0 $a A survey of big data and computational intelligence in networking / Yujia Zhu, Yulei Wu, Geyong Min, Albert Zomaya, and Fei Hu -- Some mathematical properties of networks for big data / Marcello Trovati -- Big geospatial data and the geospatial semantic web: current state and future opportunities / Chuanrong Zhang, Tian Zhao, and Weidong Li -- Big data over wireless networks (WiBi) / Immanuel Manohar and Fei Hu -- Efficient big data transfer using bandwidth reservation service in high-performance networks / Liudong Zuo and Michelle Mengxia Zhu -- A dynamic cloud computing architecture for cloud-assisted internet of things in the era of big data / Mehdi Bahrami and Mukesh Singhal -- Bicriteria task scheduling and resource allocation for streaming big data processing in geo-distributed clouds / Deze Zeng, Chengyu Hu, Guo Ren, and Lin Gu -- The ADMM and its application to network big data / Nan Lin and Liqun Yu -- Hyperbolic big data analytics for dynamic network management and optimization / Vasileios Karyotis and Eleni Stai -- Predictive analytics for network big data using knowledge-based reasoning for smart retrieval of data, information, knowledge, and wisdom (DIKW) / Aziyati Yusoff, Norashidah Md. Din, Salman Yussof, Assad Abbas, and Samee U. Khan -- Recommendation systems / Joonseok Lee -- Coordinate gradient descent methods / Ion Necoara -- Data locality and dependency for MapReduce / Xiaoqiang Ma, Xiaoyi Fan, and Jiangchuan Liu -- Distributed machine learning for network big data / Seunghak Lee -- Big data security: toward a hashed big graph / Yu Lu and Fei Hu -- Mobile augmented reality to enable intelligent mall shopping by networked data / Vincent W. Zheng and Hong Cao -- Toward practical anomaly detection in networked big data / Chengqiang Huang, Yulei Wu, Zuo Yuan, and Geyong Min -- Emerging applications of spatial networked big data in transportation / Reem Y. Ali, Venkata M.V. Gunturi, Zhe Jiang, and Shashi Shekhar -- On emerging use cases and techniques in large networked data in biomedical and social media domain / Vishrawas Gopalakrishnan and Aidong Zhang -- Big data analysis for smart manufacturing / Z.Y. Liu and Y.B. Guo. 520 $a This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive understanding of network big data, efficient collection and management of network big data, distributed and scalable online analytics for network big data, and emerging applications of network big data for computational intelligence. -- $c Provided by Publisher. 650 0 $a Big data. 650 0 $a Cloud computing. 650 0 $a Computer networks $x Management. 650 0 $a Computational intelligence. 700 1 $a Wu, Yulei, $e editor. 941 $a 1 952 $l USUX851 $d 20180905050004.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=34AC142CB0D511E8923D894D97128E48 994 $a C0 $b IWAInitiate Another SILO Locator Search