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Learning Spark: Lightning-Fast Big Data Analysis
Learning Spark: Lightning-Fast Big Data Analysis

Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3, this book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. With Spark, you can tackle big datasets quickly through simple APIs in Python, Java,...

PostgreSQL High Performance Cookbook
PostgreSQL High Performance Cookbook

Get to know effective ways to improve PostgreSQL's performance and master query optimization, and database monitoring.

About This Book

  • Perform essential database tasks such as benchmarking the database and optimizing the server's memory usage
  • Learn ways to improve query...
Developing Applications for the Cloud on the Microsoft Windows Azure Platform (Patterns & Practices)
Developing Applications for the Cloud on the Microsoft Windows Azure Platform (Patterns & Practices)

Windows Azure is a highly scalable, robust, and cost-effective solution for the deployment of applications and services—for organizations and enterprises of all sizes, and in all types of markets. My task at Microsoft is to ensure that developers can help these organizations and enterprises to achieve their goals by quickly and easily...

Computational Intelligence: Methods and Techniques
Computational Intelligence: Methods and Techniques
This book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. Those techniques are today commonly applied issues of artificial intelligence, e.g. to process speech and natural language, build expert systems and robots. The first part of the book presents methods of knowledge...
PostgreSQL 9.0 High Performance
PostgreSQL 9.0 High Performance

PostgreSQL database servers have a common set of problems they encounter as their usage gets heavier and requirements more demanding. You could spend years discovering solutions to them all, step by step as you encounter them. Or you can just look in here.

All successful database applications are destined to eventually run into...

VLSI Physical Design: From Graph Partitioning to Timing Closure
VLSI Physical Design: From Graph Partitioning to Timing Closure

Physical design of integrated circuits remains one of the most interesting and challenging arenas in the field of Electronic Design Automation. The ability to integrate more and more devices on our silicon chips requires the algorithms to continuously scale up. Nowadays we can integrate 2e9 transistors on a single 45nm-technology chip. This...

JMP 12 Specialized Models
JMP 12 Specialized Models

JMP 12 Specialized Models provides details about modeling techniques such as partitioning, neural networks, nonlinear regression, and time series analysis. Topics include the Gaussian platform, which is useful in analyzing computer simulation experiments. The book also covers the Response Screening platform, which is useful in testing the...

Cluster Analysis for Data Mining and System Identification
Cluster Analysis for Data Mining and System Identification

Data clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering is the classification of similar objects into different groups, or more precisely, the partitioning of a data set into subsets...

OpenCL Parallel Programming Development Cookbook
OpenCL Parallel Programming Development Cookbook

OpenCL (Open Computing Language) is the first royalty-free standard for cross platform, parallel programming of modern processors found in personal computers, servers, mobiles, and embedded devices. OpenCL greatly improves speed and responsiveness for a wide spectrum of applications in numerous market categories, from gaming and entertainment...

Circuit Design with VHDL
Circuit Design with VHDL
This textbook teaches VHDL using system examples combined with programmable logic and supported by laboratory exercises. While other textbooks concentrate only on language features, Circuit Design with VHDL offers a fully integrated presentation of VHDL and design concepts by including a large number of complete design examples,...
Applied Graph Theory in Computer Vision and Pattern Recognition (Studies in Computational Intelligence)
Applied Graph Theory in Computer Vision and Pattern Recognition (Studies in Computational Intelligence)
This book will serve as a foundation for a variety of useful applications of graph theory to computer vision, pattern recognition, and related areas. It covers a representative set of novel graph-theoretic methods for complex computer vision and pattern recognition tasks. The first part of the book presents the application of graph theory to...
Model-Based Development: Applications
Model-Based Development: Applications

A Proven Development Methodology That Delivers On the Promise of Model-Based Approaches

Software continues to become more and more complex, while software consumers’ expectations for performance, reliability, functionality, and speed-to-market are also growing exponentially. H. S. Lahman shows how...

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