Big data algorithms, analytics, and applications

Includes bibliographical references at the end of each chapters.

Scalable Indexing for Big Data Processing; Hisham Mohamed and Stephane Marchand-MailletScalability and Cost Evaluation of Incremental Data Processing using Amazon's Hadoop Service; Xing Wu, Yan Liu, and Ian GortonSingular Value Decomposition, Clustering, and Indexing for Similarity Search for Large Data Sets in High-Dimensional Spaces; Alexander ThomasianMultiple Sequence Alignment and Clustering with Dot Matrices, Entropy, and Genetic Algorithms; John TsiligaridisApproaches for High-Performance Big Data Processing: Applications and Challenges; Ouidad Achahbar, Mohamed Riduan Abid, Mohamed Bakhouya, Chaker El Amrani, Jaafar Gaber, Mohammed Essaaidi, and Tarek A. El GhazawiThe Art of Scheduling for Big Data Science; Florin Pop and Valentin CristeaTime-Space Scheduling in the MapReduce Framework; Zhuo Tang, Lingang Jiang, Ling Qi, Kenli Li, and Keqin LiThe Graph Engine for Multithreaded Systems Graph Database System for Commodity Clusters; Alessandro Morari, Vito Giovanni Caltellana, Oreste Villa, Jesse Weaver, Greg Williams, David Haglin, Antonino Tumeo, and John FeoKSC-net: Community Detection for Big Data Networks; Raghvendra Mall and Johan A.K. SuykensMaking Big Data Transparent to the Software Developers' Community; Yu Wu, Jessica Kropczynski, and John M. CarrollKey Technologies for Big Data Stream Computing; Dawei Sun, Guangyan Zhang, Weimin Zheng, and Keqin LiStreaming Algorithms for Big Data Processing on Multicore Architecture; Marat ZhanikeevOrganic Streams: A Unified Framework for Personal Big Data Integration and Organization Towards Social Sharing and Individualized Sustainable Use; Xiaokang Zhou and Qun JinManaging Big Trajectory Data: Online Processing of Positional Streams; Kostas Patroumpas and Timos SellisPersonal Data Protection Aspects of Big Data; Paolo BalboniPrivacy-Preserving Big Data Management: The Case of OLAP; Alfredo ...

CuzzocreaBig Data in Finance; Taruna Seth and Vipin ChaudharySemantic-Based Heterogeneous Multimedia Big Data Retrieval; Kehua Guo and Jianhua MaTopic Modeling for Large-Scale Multimedia Analysis and Retrieval; Juan Hu, Yi Fang, Nam Ling, and Li SongBig Data Biometrics Processing: A Case Study of an Iris Matching Algorithm on Intel Xeon Phi; Xueyan Li and Chen LiuStoring, Managing, and Analyzing Big Satellite Data: Experiences and Lessons Learned from a Real-World Application; Ziliang ZongBarriers to the Adoption of Big-Data Applications in the Social Sector; Elena Strange.