Large Scale and Big Data: Processing and Management
Sherif Sakr, Mohamed Gaber
Large Scale and Big data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the fundamental challenges associated with Big Data processing tools and techniques across a range of computing environments.The book begins by discussing the basic concepts and tools of large-scale Big Data processing and cloud computing. It also provides an overview of different programming models and cloud-based deployment models. The book’s second section examines the usage of advanced Big Data processing techniques in different domains, including semantic web, graph processing, and stream processing. The third section discusses advanced topics of Big Data processing such as consistency management, privacy, and security.Supplying a comprehensive summary from both the research and applied perspectives, the book covers recent research discoveries and applications, making it an ideal reference for a wide range of audiences, including researchers and academics working on databases, data mining, and web scale data processing.After reading this book, you will gain a fundamental understanding of how to use Big Data-processing tools and techniques effectively across application domains. Coverage includes cloud data management architectures, big data analytics visualization, data management, analytics for vast amounts of unstructured data, clustering, classification, link analysis of big data, scalable data mining, and machine learning techniques.
Размер: 83 Мб
Категория: ОС И БД
Handbook of Data Quality: Research and Practice
The issue of data quality is as old as data itself. However, the proliferation of diverse, large-scale and often publically available data on the Web...
Hadoop: The Definitive Guide
Organizations large and small are adopting Apache Hadoop to deal with huge application datasets. Hadoop: The Definitive Guide provides you with the ke...
Data Just Right: Introduction to Large-Scale Data & Analytics
Описание: Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datase...
HBase in Action
Описание: When dealing with big data, traditional databases don't cut it. It's best to use the right tool for the job. HBase is a NoSQL storage system...
Enterprise Data Workflows with Cascading
There is an easier way to build Hadoop applications. With this hands-on book, you’ll learn how to use Cascading, the open source abstraction framework...