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Scaling up Machine Learning: Parallel and Distributed Approaches
Scaling up Machine Learning: Parallel and Distributed Approaches

This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by...

Market-Oriented Grid and Utility Computing (Wiley Series on Parallel and Distributed Computing)
Market-Oriented Grid and Utility Computing (Wiley Series on Parallel and Distributed Computing)

The first single-source reference covering the state of the art in grid and utility computing economy research

This book presents the first integrated, single-source reference on market-oriented grid and utility computing. Divided into four main parts—and with contributions from a panel of experts in the field—it...

Currencies, Commodities and Consumption
Currencies, Commodities and Consumption

Currency values, prices, consumption and incomes are at the heart of the economic performance of all countries. In order to make a meaningful comparison between one economy and another, economists routinely make use of purchasing power parity (PPP) exchange rates, but while PPP rates are widely used and well understood, they take a lot of...

Implementing Cloud Storage with OpenStack Swift
Implementing Cloud Storage with OpenStack Swift

Design, implement, and successfully manage your own cloud storage cluster using the popular OpenStack Swift software

About This Book

  • Learn about the fundamentals of cloud storage using OpenStack Swift
  • Explore how to install and manage OpenStack Swift along with various hardware and tuning...
Learning Cassandra for Administrators
Learning Cassandra for Administrators

Understand the immense capabilities of Cassandra in managing large amounts of data and learn how to ensure that data is always available. This practical, hands-on guide takes you through every stage from installation to performance tuning.

Overview

  • Install and set up a multi datacenter Cassandra
  • ...
HBase Administration Cookbook
HBase Administration Cookbook

Master HBase configuration and administration for optimum database performance

  • Move large amounts of data into HBase and learn how to manage it efficiently
  • Set up HBase on the cloud, get it ready for production, and run it smoothly with high performance
  • Maximize the ability of HBase with the...
Getting Started with Couchbase Server
Getting Started with Couchbase Server

Do you know what to do if your web application goes viral and usage suddenly explodes? This concise guide introduces you to Couchbase Server, an extremely fast NoSQL database that automatically distributes data across a cluster of commodity servers or virtual machines. You’ll learn hands-on how to build a Couchbase cluster...

Privacy and Big Data
Privacy and Big Data

Much of what constitutes Big Data is information about us. Through our online activities, we leave an easy-to-follow trail of digital footprints that reveal who we are, what we buy, where we go, and much more. This eye-opening book explores the raging privacy debate over the use of personal data, with one undeniable conclusion: once...

Food Composition and Analysis: Methods and Strategies
Food Composition and Analysis: Methods and Strategies

This book covers methods and strategies related to food composition and analysis. Topics include antioxidant activity of maize bran arabinoxylan microspheres; active packaging based on the release of carvacrol and thymol for fresh food; enzymes for the flavor, dairy, and baking industries; membrane technology in food processing; tenderization...

Beginning Apache Cassandra Development
Beginning Apache Cassandra Development

Beginning Apache Cassandra Development introduces you to one of the most robust and best-performing NoSQL database platforms on the planet. Apache Cassandra is a document database following the JSON document model. It is specifically designed to manage large amounts of data across many commodity servers without there being any single...

Handbook of Herbs and Spices: Volume 2
Handbook of Herbs and Spices: Volume 2

Herbs and spices are among the most versatile and widely used ingredients in food processing. As well as their traditional role in flavouring and colouring foods, they have increasingly been used as natural preservatives and for their potential health-promoting properties. The Handbook of Herbs and Spices Volume 2 provides an essential...

Commitments of Traders : Strategies for Tracking the Market and Trading Profitably
Commitments of Traders : Strategies for Tracking the Market and Trading Profitably

"Floyd has answered for many in this book a way to both understand and use the Commitment of Traders reports. In my thirty-five years as a registered broker and author of my own book, I find that at times someone takes a complex subject and makes it easier to understand. Floyd has done this with his book. Not only does he make...

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