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Data Streams: Algorithms and Applications (Foundations and Trends in Theoretical Computer Science)

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Data stream algorithms as an active research agenda emerged only over the past few years, even though the concept of making few passes over the data for performing computations has been around since the early days of Automata Theory. The data stream agenda now pervades many branches of Computer Science including databases, networking, knowledge discovery and data mining, and hardware systems. Industry is in synch too, with Data Stream Management Systems (DSMSs) and special hardware to deal with data speeds. Even beyond Computer Science, data stream concerns are emerging in physics, atmospheric science and statistics. Data Streams: Algorithms and Applications focuses on the algorithmic foundations of data streaming. In the data stream scenario, input arrives very rapidly and there is limited memory to store the input. Algorithms have to work with one or few passes over the data, space less than linear in the input size or time significantly less than the input size. In the past few years, a new theory has emerged for reasoning about algorithms that work within these constraints on space, time and number of passes. Some of the methods rely on metric embeddings, pseudo-random computations, sparse approximation theory and communication complexity. The applications for this scenario include IP network traffic analysis, mining text message streams and processing massive data sets in general. Data Streams: Algorithms and Applications surveys the emerging area of algorithms for processing data streams and associated applications. An extensive bibliography with over 200 entries points the reader to further resources for exploration.
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PostgreSQL Administration Cookbook, 9.5/9.6 Edition
PostgreSQL Administration Cookbook, 9.5/9.6 Edition

Over 150 recipes to help you administer your PostgreSQL database more efficiently

About This Book

  • Get to grips with the capabilities of PostgreSQL 9.6 to administer your database more efficiently
  • Monitor, tune, secure and protect your database
  • A step-by-step, recipe-based...
BizTalk Server 2016: Performance Tuning and Optimization
BizTalk Server 2016: Performance Tuning and Optimization

Gain an in depth view of optimizing the performance of BizTalk Server. This book provides best practices and techniques for improving development of high mission critical solutions.  You'll see how the BizTalk Server engine works and how to proactively detect and remedy potential bottlenecks before they occur.

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CoffeeScript Programming with jQuery, Rails, and Node.js
CoffeeScript Programming with jQuery, Rails, and Node.js

CoffeeScript is a young but popular language that makes web programming fun and more productive. It compiles to JavaScript and unleashes its powerful features while not straying too far from the language. It's become one of the most popular languages on Github and is being used for both browser and server side programming.

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Gaming for Classroom-Based Learning: Digital Role Playing as a Motivator of Study (Premier Reference Source)
Gaming for Classroom-Based Learning: Digital Role Playing as a Motivator of Study (Premier Reference Source)

In order to effectively use games in the classroom, teachers and parents need to agree on games positive functions toward students learning, decide and select good educational games relevant to content and tasks in the classroom, and disseminate their acquired knowledge into the teaching field.

As part of an international dialogue...

Implementing Cisco IOS Network Security (IINS): (CCNA Security exam 640-553) (Authorized Self-Study Guide)
Implementing Cisco IOS Network Security (IINS): (CCNA Security exam 640-553) (Authorized Self-Study Guide)

Authorized Self-Study Guide

Implementing Cisco IOS Network Security (IINS)

 

Foundation learning for CCNA Security IINS 640-553 exam

 

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The Next Wave: Using Digital Technology to Further Social and Political Innovation (Brookings FOCUS Book)
The Next Wave: Using Digital Technology to Further Social and Political Innovation (Brookings FOCUS Book)

The digital revolution is in full force but many public and private sector leaders are stymied: How can they maximize the full potential of digital technology? This hesitancy puts a brake on the transformational power of digital technology and means private companies and governmental bodies fall well behind other digital pioneers....

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