Pro Apache Phoenix


Book Description

Leverage Phoenix as an ANSI SQL engine built on top of the highly distributed and scalable NoSQL framework HBase. Learn the basics and best practices that are being adopted in Phoenix to enable a high write and read throughput in a big data space. This book includes real-world cases such as Internet of Things devices that send continuous streams to Phoenix, and the book explains how key features such as joins, indexes, transactions, and functions help you understand the simple, flexible, and powerful API that Phoenix provides. Examples are provided using real-time data and data-driven businesses that show you how to collect, analyze, and act in seconds. Pro Apache Phoenix covers the nuances of setting up a distributed HBase cluster with Phoenix libraries, running performance benchmarks, configuring parameters for production scenarios, and viewing the results. The book also shows how Phoenix plays well with other key frameworks in the Hadoop ecosystem such as Apache Spark, Pig, Flume, and Sqoop. You will learn how to: Handle a petabyte data store by applying familiar SQL techniques Store, analyze, and manipulate data in a NoSQL Hadoop echo system with HBase Apply best practices while working with a scalable data store on Hadoop and HBase Integrate popular frameworks (Apache Spark, Pig, Flume) to simplify big data analysis Demonstrate real-time use cases and big data modeling techniques Who This Book Is For Data engineers, Big Data administrators, and architects.




Agile Data Science 2.0


Book Description

Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they’re to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools. Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You’ll learn an iterative approach that lets you quickly change the kind of analysis you’re doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization. Build value from your data in a series of agile sprints, using the data-value pyramid Extract features for statistical models from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future via classification and regression Translate predictions into actions Get feedback from users after each sprint to keep your project on track




Architecting HBase Applications


Book Description

Lots of HBase books, online HBase guides, and HBase mailing lists/forums are available if you need to know how HBase works. But if you want to take a deep dive into use cases, features, and troubleshooting, Architecting HBase Applications is the right source for you. With this book, you'll learn a controlled set of APIs that coincide with use-case examples and easily deployed use-case models, as well as sizing/best practices to help jump start your enterprise application development and deployment.




Phoenix Bird Rising


Book Description

In 1976, a battle was fought; and during the battle, an object was found. In 1986, the object began to vibrate and get warm. A humming noise came from within. It would be used to open a larger sphere recently found in the Inspiration copper mine. Back in 1876, a town had been named after this strange object--a globe with continents on it. The town is Globe, Arizona, USA. The globe of metals was sent to the Smithsonian Institute years before, but it was "lost" over a period. The town sent a professor from ASU to investigate. He learned the globe was being given to a government leader in Asia as a gift for the privilege of buying oil and doing business. The professor located the globe in a hidden area of the Smithsonian and removed it before it could be sent. The professor is chased across the country but delivers the globe to the town council in Globe, Arizona. Word goes out and the professor is fired from his job, but not before he gives out six hundred As to his students. His wife leaves him. He loses his house. His car is continuously being repossessed. Once he is saved by a group of bikers at a place called Hole in the Wall, who stand off the collectors by shooting holes in their car. Later, hostages would be taken and, in return, the globe delivered (ordered by a secret society). During the battle in 1976, a motorcycle explodes and uncovers a second object with ancient figures and symbols. The globe is on this artifact with wings. An investigative reporter for the Street Journal tells about this object in an interview with the media. The professor hears and decides to go take a look. He learns that this is the long-lost capstone to a pyramid, which reveals the lost and ancient truths built into the pyramids: lost over thousands of years. (The symbols on both are the same.) The capstone tells of two objects--a globe of pure metals and a sphere in an underground civilization. The sphere vibrates when touched, the globe shows where the sphere is located. Is this the globe for which the town was named? The professor investigates further. What of this underground sphere? Who could know that it would be found in 1986? What would the globe reveal? What is the point? Read the story.




Arizona


Book Description

The National Geographic Traveler guidebooks are in tune with the growing trend toward experiential travel. Each book provides inspiring photography, insider tips, and expert advice for a more authentic, enriching experience of the destination. These books serve a readership of active, discerning travelers, and supply information, historical context, and cultural interpretation not available online. From the Grand Canyon to its desert landscapes, the American Southwest has always held an irresistible appeal for visitors from all over the world who want to experience the fascination of its untamed nature. Its boundless territory makes it perfect for road trip adventures where visitors will discover scenery and nature that make the journey as enjoyable as the destination. So that they can make the best of their time in Arizona, the author, Bill Weir, who has written more than 16 books about the state, offers visitors itineraries that lead to the most significant destinations and reveal the must-see features hidden at every stop. With the advice of authors, photographers and National Geographic experts, the guide provides the curious visitor with an essential, competent view of the aspects of modern life, the history and the culture of the Grand Canyon State as well as walks and guided tours both on and off the beaten path.




Big Data Analytics with Microsoft HDInsight in 24 Hours, Sams Teach Yourself


Book Description

Sams Teach Yourself Big Data Analytics with Microsoft HDInsight in 24 Hours In just 24 lessons of one hour or less, Sams Teach Yourself Big Data Analytics with Microsoft HDInsight in 24 Hours helps you leverage Hadoop’s power on a flexible, scalable cloud platform using Microsoft’s newest business intelligence, visualization, and productivity tools. This book’s straightforward, step-by-step approach shows you how to provision, configure, monitor, and troubleshoot HDInsight and use Hadoop cloud services to solve real analytics problems. You’ll gain more of Hadoop’s benefits, with less complexity–even if you’re completely new to Big Data analytics. Every lesson builds on what you’ve already learned, giving you a rock-solid foundation for real-world success. Practical, hands-on examples show you how to apply what you learn Quizzes and exercises help you test your knowledge and stretch your skills Notes and tips point out shortcuts and solutions Learn how to... · Master core Big Data and NoSQL concepts, value propositions, and use cases · Work with key Hadoop features, such as HDFS2 and YARN · Quickly install, configure, and monitor Hadoop (HDInsight) clusters in the cloud · Automate provisioning, customize clusters, install additional Hadoop projects, and administer clusters · Integrate, analyze, and report with Microsoft BI and Power BI · Automate workflows for data transformation, integration, and other tasks · Use Apache HBase on HDInsight · Use Sqoop or SSIS to move data to or from HDInsight · Perform R-based statistical computing on HDInsight datasets · Accelerate analytics with Apache Spark · Run real-time analytics on high-velocity data streams · Write MapReduce, Hive, and Pig programs Register your book at informit.com/register for convenient access to downloads, updates, and corrections as they become available.




Big Data


Book Description

Big Data is a concept of major relevance in today’s world, sometimes highlighted as a key asset for productivity growth, innovation, and customer relationship, whose popularity has increased considerably during the last years. Areas like smart cities, manufacturing, retail, finance, software development, environment, digital media, among others, can benefit from the collection, storage, processing, and analysis of Big Data, leveraging unprecedented data-driven workflows and considerably improved decision-making processes. The concept of a Big Data Warehouse (BDW) is emerging as either an augmentation or a replacement of the traditional Data Warehouse (DW), a concept that has a long history as one of the most valuable enterprise data assets. Nevertheless, research in Big Data Warehousing is still in its infancy, lacking an integrated and validated approach for designing and implementing both the logical layer (data models, data flows, and interoperability between components) and the physical layer (technological infrastructure) of these complex systems. This book addresses models and methods for designing and implementing Big Data Systems to support mixed and complex decision processes, giving special attention to BDWs as a way of efficiently storing and processing batch or streaming data for structured or semi-structured analytical problems.




Guide to Big Data Applications


Book Description

This handbook brings together a variety of approaches to the uses of big data in multiple fields, primarily science, medicine, and business. This single resource features contributions from researchers around the world from a variety of fields, where they share their findings and experience. This book is intended to help spur further innovation in big data. The research is presented in a way that allows readers, regardless of their field of study, to learn from how applications have proven successful and how similar applications could be used in their own field. Contributions stem from researchers in fields such as physics, biology, energy, healthcare, and business. The contributors also discuss important topics such as fraud detection, privacy implications, legal perspectives, and ethical handling of big data.




New Trends in Intelligent Software Methodologies, Tools and Techniques


Book Description

The integration of applied intelligence with software has been an essential enabler for science and the new economy, creating new possibilities for a more reliable, flexible and robust society. But current software methodologies, tools, and techniques often fall short of expectations, and are not yet sufficiently robust or reliable for a constantly changing and evolving market. This book presents the proceedings of SoMeT_22, the 21st International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques, held from 20 - 22 September 2022 in Kitakyushu, Japan. The SoMeT conference provides a platform for the exchange of ideas and experience in the field of software technology, with the emphasis on human-centric software methodologies, end-user development techniques, and emotional reasoning for optimal performance. The 58 papers presented here were each carefully reviewed by 3 or 4 referees for technical soundness, relevance, originality, significance and clarity, they were then revised before being selected by the international reviewing committee. The papers are arranged in 9 chapters: software systems with intelligent design; software systems security and techniques; formal techniques for system software and quality assessment; applied intelligence in software; intelligent decision support systems; cyber-physical systems; knowledge science and intelligent computing; ontology in data and software; and machine learning in systems software. The book assembles the work of scholars from the international research community to capture the essence of the new state-of-the-art in software science and its supporting technology, and will be of interest to all those working in the field.




Phoenix Noir


Book Description

"Patrick Millikin...as if to prove his witty claim that 'sunshine is the new noir, ' offers one superb specimen, 'Whiteout on Van Buren, ' in which author] Don Winslow makes skillful use of a city street at high noon to provide the perfect metaphor for life and death."--New York Times Book Review Brand-new stories by: Diana Gabaldon, Lee Child, James Sallis, Luis Alberto Urrea, Jon Talton, Megan Abbott, Charles Kelly, Robert Anglen, Patrick Millikin, Laura Tohe, Kurt Reichenbaugh, Gary Phillips, David Corbett, Don Winslow, Dogo Barry Graham, and Stella Pope Duarte. Patrick Millikin is a bookseller at the Poisoned Pen Bookstore in Scottsdale. As a freelance writer, his articles, interviews, and reviews have appeared in Publishers Weekly, Firsts Magazine, Paradoxa, Yourflesh Quarterly, and other publications. Millikin currently lives in central Phoenix.