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Summary Storm Applied is a practical guide to using Apache Storm for the real-world tasks associated with processing and analyzing real-time data streams. This immediately useful book starts by building a solid foundation of Storm essentials so that you learn how to think about designing Storm solutions the right way from day one. But it quickly dives into real-world case studies that will bring the novice up to speed with productionizing Storm. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. Summary Storm Applied is a practical guide to using Apache Storm for the real-world tasks associated with processing and analyzing real-time data streams. This immediately useful book starts by building a solid foundation of Storm essentials so that you learn how to think about designing Storm solutions the right way from day one. But it quickly dives into real-world case studies that will bring the novice up to speed with productionizing Storm. About the Technology It's hard to make sense out of data when it's coming at you fast. Like Hadoop, Storm processes large amounts of data but it does it reliably and in real time, guaranteeing that every message will be processed. Storm allows you to scale with your data as it grows, making it an excellent platform to solve your big data problems. About the Book Storm Applied is an example-driven guide to processing and analyzing real-time data streams. This immediately useful book starts by teaching you how to design Storm solutions the right way. Then, it quickly dives into real-world case studies that show you how to scale a high-throughput stream processor, ensure smooth operation within a production cluster, and more. Along the way, you'll learn to use Trident for stateful stream processing, along with other tools from the Storm ecosystem. This book moves through the basics quickly. While prior experience with Storm is not assumed, some experience with big data and real-time systems is helpful. What's Inside Mapping real problems to Storm components Performance tuning and scaling Practical troubleshooting and debugging Exactly-once processing with Trident About the Authors Sean Allen, Matthew Jankowski, and Peter Pathirana lead the development team for a high-volume, search-intensive commercial web application at TheLadders. Table of Contents Introducing Storm Core Storm concepts Topology design Creating robust topologies Moving from local to remote topologies Tuning in Storm Resource contention Storm internals Trident
This book, first published in 1982, forms the proceedings volume of the 11th Binghamton Geomorphology Symposium. Chapters cover various coastline phenomena, glacial and periglacial processes, carbonate terrains, and specific applications of geomorphic knowledge and techniques.
Strehl's book chronicles the highlights of this critical history."--BOOK JACKET.
Applied Univariate, Bivariate, and Multivariate Statistics Using Python A practical, “how-to” reference for anyone performing essential statistical analyses and data management tasks in Python Applied Univariate, Bivariate, and Multivariate Statistics Using Python delivers a comprehensive introduction to a wide range of statistical methods performed using Python in a single, one-stop reference. The book contains user-friendly guidance and instructions on using Python to run a variety of statistical procedures without getting bogged down in unnecessary theory. Throughout, the author emphasizes a set of computational tools used in the discovery of empirical patterns, as well as several popular statistical analyses and data management tasks that can be immediately applied. Most of the datasets used in the book are small enough to be easily entered into Python manually, though they can also be downloaded for free from www.datapsyc.com. Only minimal knowledge of statistics is assumed, making the book perfect for those seeking an easily accessible toolkit for statistical analysis with Python. Applied Univariate, Bivariate, and Multivariate Statistics Using Python represents the fastest way to learn how to analyze data with Python. Readers will also benefit from the inclusion of: A review of essential statistical principles, including types of data, measurement, significance tests, significance levels, and type I and type II errors An introduction to Python, exploring how to communicate with Python A treatment of exploratory data analysis, basic statistics and visual displays, including frequencies and descriptives, q-q plots, box-and-whisker plots, and data management An introduction to topics such as ANOVA, MANOVA and discriminant analysis, regression, principal components analysis, factor analysis, cluster analysis, among others, exploring the nature of what these techniques can vs. cannot do on a methodological level Perfect for undergraduate and graduate students in the social, behavioral, and natural sciences, Applied Univariate, Bivariate, and Multivariate Statistics Using Python will also earn a place in the libraries of researchers and data analysts seeking a quick go-to resource for univariate, bivariate, and multivariate analysis in Python.
When the First World War ended the then recently established Royal Air Force was awash with aircraft of all descriptions. More surprising, perhaps, was the fact that despite an ongoing cull of obsolescing types, on the last day of 1919, the RAF still possessed 9,122 non-obsolete aircraft , with a further 1,100 more assigned to the Fleet Air Arm. while the famous SE.5A and Sopwith Camel had by this time largely been consigned to history, the RAF possessed no less than 1,860 Sopwith Snipes which, from 1920, would become the RAF’s standard single-seat fighter for years to come. Other core types on charge on 31 December 1919 included some 1,650 Bristol F.2B fighters and 1,250 de Havilland DH.9As, which, together with the Snipe, accounted for over fifty per cent of the RAF’s inventory at that time. Avro 504 training aircraft accounted for a further 2,700 airframes. In this Flight Craft Special, the authors provide a detailed and informative pictorial history of those scout/fighter aircraft that served in an operational capacity with the RAF from January 1920 until the last day of 1939 – a period in which Britain once again moved from an era of peace to war with an old enemy, albeit this time Hitler’s totalitarian National Socialist Germany as opposed to the Imperial Germany of old. As well as covering each of the fighter types used during the inter-war period, and featuring most of the squadrons, the photographs themselves convey the sense of the technical advances that rapidly took root within Britain’s aero industries from the mid-1930s onwards, moving from the brightly-marked overall silver wood and linen biplanes to the dull camouflaged metal-skinned monoplanes. The progression of machine-gun development – from the Lewis and Vickers of the First World War to the later Browning – is covered, spanning the days of the biplanes’ two fixed synchronised Lewis or Vickers .303-inch machine-guns mounted in the forward fuselage to eight wing-mounted .303-inch Browning machine-guns in the ‘new’ monoplane fighters. There is also a small, but fascinating, section on the monoplane ‘also rans’ – the monoplane fighters that were designed and had prototypes built but failed to reach the finishing post!