Heron Streaming

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Heron Streaming

Author : Huijun Wu
Publisher : Springer Nature
ISBN 13 : 3030600947
Total Pages : 208 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Heron Streaming by : Huijun Wu

Download or read book Heron Streaming written by Huijun Wu and published by Springer Nature. This book was released on 2021-04-20 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides both a basic understanding of stream processing in general, and practical guidance for development and research with Apache Heron in particular. It delivers to developers of streaming applications basic and systematic knowledge about Heron, which is today only scattered across project documents, technique blogs and code snippets on the Web. The book is organized in four parts: Part I describes basic knowledge about stream processing, Apache Storm, and Apache Heron (Incubating), and also introduces the Heron source repository. Part II then goes into details and describes two data models to write Heron topologies and often used topology features, including stateful processing. This part is especially targeted at software developers who write topologies using Heron APIs. Next, part III describes Heron tools, including the command-line interface and the user interface, needed to manage a single topology or multiple topologies in a data center. This part is particularly aimed at operators who deploy and manage running jobs. Eventually, part IV describes the Heron source code and how to customize or extend Heron. This part is especially suggested for software engineers who would like to contribute code to the Heron repository and who are curious about Heron insights. Overall, this book aims at professionals who want to process streaming data based on Apache Heron. A basic knowledge of Java and Bash commands for Linux is assumed.

Cloud Computing for Science and Engineering

Author : Ian Foster
Publisher : MIT Press
ISBN 13 : 0262037246
Total Pages : 391 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Cloud Computing for Science and Engineering by : Ian Foster

Download or read book Cloud Computing for Science and Engineering written by Ian Foster and published by MIT Press. This book was released on 2017-09-29 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to cloud computing for students, scientists, and engineers, with advice and many hands-on examples. The emergence of powerful, always-on cloud utilities has transformed how consumers interact with information technology, enabling video streaming, intelligent personal assistants, and the sharing of content. Businesses, too, have benefited from the cloud, outsourcing much of their information technology to cloud services. Science, however, has not fully exploited the advantages of the cloud. Could scientific discovery be accelerated if mundane chores were automated and outsourced to the cloud? Leading computer scientists Ian Foster and Dennis Gannon argue that it can, and in this book offer a guide to cloud computing for students, scientists, and engineers, with advice and many hands-on examples. The book surveys the technology that underpins the cloud, new approaches to technical problems enabled by the cloud, and the concepts required to integrate cloud services into scientific work. It covers managing data in the cloud, and how to program these services; computing in the cloud, from deploying single virtual machines or containers to supporting basic interactive science experiments to gathering clusters of machines to do data analytics; using the cloud as a platform for automating analysis procedures, machine learning, and analyzing streaming data; building your own cloud with open source software; and cloud security. The book is accompanied by a website, Cloud4SciEng.org, that provides a variety of supplementary material, including exercises, lecture slides, and other resources helpful to readers and instructors.

Anomaly Detection and Complex Event Processing Over IoT Data Streams

Author : Patrick Schneider
Publisher : Academic Press
ISBN 13 : 0128238194
Total Pages : 408 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Anomaly Detection and Complex Event Processing Over IoT Data Streams by : Patrick Schneider

Download or read book Anomaly Detection and Complex Event Processing Over IoT Data Streams written by Patrick Schneider and published by Academic Press. This book was released on 2022-01-07 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing techniques for IoT data streams and the anomaly detection algorithms over them. The book brings new advances and generalized techniques for processing IoT data streams, semantic data enrichment with contextual information at Edge, Fog and Cloud as well as complex event processing in IoT applications. The book comprises fundamental models, concepts and algorithms, architectures and technological solutions as well as their application to eHealth. Case studies, such as the bio-metric signals stream processing are presented –the massive amount of raw ECG signals from the sensors are processed dynamically across the data pipeline and classified with modern machine learning approaches including the Hierarchical Temporal Memory and Deep Learning algorithms. The book discusses adaptive solutions to IoT stream processing that can be extended to different use cases from different fields of eHealth, to enable a complex analysis of patient data in a historical, predictive and even prescriptive application scenarios. The book ends with a discussion on ethics, emerging research trends, issues and challenges of IoT data stream processing. Provides the state-of-the-art in IoT Data Stream Processing, Semantic Data Enrichment, Reasoning and Knowledge Covers extraction (Anomaly Detection) Illustrates new, scalable and reliable processing techniques based on IoT stream technologies Offers applications to new, real-time anomaly detection scenarios in the health domain

Grokking Streaming Systems

Author : Josh Fischer
Publisher : Simon and Schuster
ISBN 13 : 1638356491
Total Pages : 310 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Grokking Streaming Systems by : Josh Fischer

Download or read book Grokking Streaming Systems written by Josh Fischer and published by Simon and Schuster. This book was released on 2022-04-19 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: A friendly, framework-agnostic tutorial that will help you grok how streaming systems work—and how to build your own! In Grokking Streaming Systems you will learn how to: Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Assess parallelization requirements Spot networking bottlenecks and resolve back pressure Group data for high-performance systems Handle delayed events in real-time systems Grokking Streaming Systems is a simple guide to the complex concepts behind streaming systems. This friendly and framework-agnostic tutorial teaches you how to handle real-time events, and even design and build your own streaming job that’s a perfect fit for your needs. Each new idea is carefully explained with diagrams, clear examples, and fun dialogue between perplexed personalities! About the technology Streaming systems minimize the time between receiving and processing event data, so they can deliver responses in real time. For applications in finance, security, and IoT where milliseconds matter, streaming systems are a requirement. And streaming is hot! Skills on platforms like Spark, Heron, and Kafka are in high demand. About the book Grokking Streaming Systems introduces real-time event streaming applications in clear, reader-friendly language. This engaging book illuminates core concepts like data parallelization, event windows, and backpressure without getting bogged down in framework-specific details. As you go, you’ll build your own simple streaming tool from the ground up to make sure all the ideas and techniques stick. The helpful and entertaining illustrations make streaming systems come alive as you tackle relevant examples like real-time credit card fraud detection and monitoring IoT services. What's inside Implement and troubleshoot streaming systems Design streaming systems for complex functionalities Spot networking bottlenecks and resolve backpressure Group data for high-performance systems About the reader No prior experience with streaming systems is assumed. Examples in Java. About the author Josh Fischer and Ning Wang are Apache Committers, and part of the committee for the Apache Heron distributed stream processing engine. Table of Contents PART 1 GETTING STARTED WITH STREAMING 1 Welcome to Grokking Streaming Systems 2 Hello, streaming systems! 3 Parallelization and data grouping 4 Stream graph 5 Delivery semantics 6 Streaming systems review and a glimpse ahead PART 2 STEPPING UP 7 Windowed computations 8 Join operations 9 Backpressure 10 Stateful computation 11 Wrap-up: Advanced concepts in streaming systems

Forest and Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 1090 pages
Book Rating : 4.3/5 (243 download)

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Book Synopsis Forest and Stream by :

Download or read book Forest and Stream written by and published by . This book was released on 1906 with total page 1090 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Field and Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 1077 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Field and Stream by :

Download or read book Field and Stream written by and published by . This book was released on 1905 with total page 1077 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Woodland, Moor and Stream

Author : Denham Jordan
Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis Woodland, Moor and Stream by : Denham Jordan

Download or read book Woodland, Moor and Stream written by Denham Jordan and published by . This book was released on 1890 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Woodland, Moor and Stream

Author : Denham Jordon
Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.:/5 (32 download)

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Book Synopsis Woodland, Moor and Stream by : Denham Jordon

Download or read book Woodland, Moor and Stream written by Denham Jordon and published by . This book was released on 1896 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

What Every Engineer Should Know About Data-Driven Analytics

Author : Satish Mahadevan Srinivasan
Publisher : CRC Press
ISBN 13 : 100085969X
Total Pages : 279 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis What Every Engineer Should Know About Data-Driven Analytics by : Satish Mahadevan Srinivasan

Download or read book What Every Engineer Should Know About Data-Driven Analytics written by Satish Mahadevan Srinivasan and published by CRC Press. This book was released on 2023-04-13 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the theoretical concepts and approaches of machine learning that are used in predictive data analytics. By introducing the theory and by providing practical applications, this text can be understood by every engineering discipline. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited to build models to enable decision making in different domains. Utilizes practical examples from different disciplines and sectors within engineering and other related technical areas to demonstrate how to go from data, to insight, and to decision making Introduces various approaches to build models that exploits different algorithms Discusses predictive models that can be built through machine learning and used to mine patterns from large datasets Explores the augmentation of technical and mathematical materials with explanatory worked examples Includes a glossary, self-assessments, and worked-out practice exercises Written to be accessible to non-experts in the subject, this comprehensive introductory text is suitable for students, professionals, and researchers in engineering and data science.

American Trout Streams

Author : Henry Andrews Ingraham
Publisher :
ISBN 13 :
Total Pages : 176 pages
Book Rating : 4.:/5 (45 download)

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Book Synopsis American Trout Streams by : Henry Andrews Ingraham

Download or read book American Trout Streams written by Henry Andrews Ingraham and published by . This book was released on 1926 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scala and Spark for Big Data Analytics

Author : Md. Rezaul Karim
Publisher : Packt Publishing Ltd
ISBN 13 : 1783550503
Total Pages : 786 pages
Book Rating : 4.7/5 (835 download)

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Book Synopsis Scala and Spark for Big Data Analytics by : Md. Rezaul Karim

Download or read book Scala and Spark for Big Data Analytics written by Md. Rezaul Karim and published by Packt Publishing Ltd. This book was released on 2017-07-25 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye! About This Book Learn Scala's sophisticated type system that combines Functional Programming and object-oriented concepts Work on a wide array of applications, from simple batch jobs to stream processing and machine learning Explore the most common as well as some complex use-cases to perform large-scale data analysis with Spark Who This Book Is For Anyone who wishes to learn how to perform data analysis by harnessing the power of Spark will find this book extremely useful. No knowledge of Spark or Scala is assumed, although prior programming experience (especially with other JVM languages) will be useful to pick up concepts quicker. What You Will Learn Understand object-oriented & functional programming concepts of Scala In-depth understanding of Scala collection APIs Work with RDD and DataFrame to learn Spark's core abstractions Analysing structured and unstructured data using SparkSQL and GraphX Scalable and fault-tolerant streaming application development using Spark structured streaming Learn machine-learning best practices for classification, regression, dimensionality reduction, and recommendation system to build predictive models with widely used algorithms in Spark MLlib & ML Build clustering models to cluster a vast amount of data Understand tuning, debugging, and monitoring Spark applications Deploy Spark applications on real clusters in Standalone, Mesos, and YARN In Detail Scala has been observing wide adoption over the past few years, especially in the field of data science and analytics. Spark, built on Scala, has gained a lot of recognition and is being used widely in productions. Thus, if you want to leverage the power of Scala and Spark to make sense of big data, this book is for you. The first part introduces you to Scala, helping you understand the object-oriented and functional programming concepts needed for Spark application development. It then moves on to Spark to cover the basic abstractions using RDD and DataFrame. This will help you develop scalable and fault-tolerant streaming applications by analyzing structured and unstructured data using SparkSQL, GraphX, and Spark structured streaming. Finally, the book moves on to some advanced topics, such as monitoring, configuration, debugging, testing, and deployment. You will also learn how to develop Spark applications using SparkR and PySpark APIs, interactive data analytics using Zeppelin, and in-memory data processing with Alluxio. By the end of this book, you will have a thorough understanding of Spark, and you will be able to perform full-stack data analytics with a feel that no amount of data is too big. Style and approach Filled with practical examples and use cases, this book will hot only help you get up and running with Spark, but will also take you farther down the road to becoming a data scientist.

Streams

Author : Colbert E. Cushing
Publisher : Gulf Professional Publishing
ISBN 13 : 9780120503407
Total Pages : 396 pages
Book Rating : 4.5/5 (34 download)

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Book Synopsis Streams by : Colbert E. Cushing

Download or read book Streams written by Colbert E. Cushing and published by Gulf Professional Publishing. This book was released on 2001-09-07 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ecology of rivers and streams; Types of rivers; The biota of rivers; Management, conservation, and restoration of rivers.

Big Data 2.0 Processing Systems

Author : Sherif Sakr
Publisher : Springer Nature
ISBN 13 : 3030441873
Total Pages : 145 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Big Data 2.0 Processing Systems by : Sherif Sakr

Download or read book Big Data 2.0 Processing Systems written by Sherif Sakr and published by Springer Nature. This book was released on 2020-07-09 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers the “big picture” and a comprehensive survey of the domain of big data processing systems. For the past decade, the Hadoop framework has dominated the world of big data processing, yet recently academia and industry have started to recognize its limitations in several application domains and thus, it is now gradually being replaced by a collection of engines that are dedicated to specific verticals (e.g. structured data, graph data, and streaming data). The book explores this new wave of systems, which it refers to as Big Data 2.0 processing systems. After Chapter 1 presents the general background of the big data phenomena, Chapter 2 provides an overview of various general-purpose big data processing systems that allow their users to develop various big data processing jobs for different application domains. In turn, Chapter 3 examines various systems that have been introduced to support the SQL flavor on top of the Hadoop infrastructure and provide competing and scalable performance in the processing of large-scale structured data. Chapter 4 discusses several systems that have been designed to tackle the problem of large-scale graph processing, while the main focus of Chapter 5 is on several systems that have been designed to provide scalable solutions for processing big data streams, and on other sets of systems that have been introduced to support the development of data pipelines between various types of big data processing jobs and systems. Next, Chapter 6 focuses on covering the emerging frameworks and systems in the domain of scalable machine learning and deep learning processing. Lastly, Chapter 7 shares conclusions and an outlook on future research challenges. This new and considerably enlarged second edition not only contains the completely new chapter 6, but also offers a refreshed content for the state-of-the-art in all domains of big data processing over the last years. Overall, the book offers a valuable reference guide for professional, students, and researchers in the domain of big data processing systems. Further, its comprehensive content will hopefully encourage readers to pursue further research on the subject.

Alabama Geographic Names

Author :
Publisher :
ISBN 13 :
Total Pages : 526 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Alabama Geographic Names by :

Download or read book Alabama Geographic Names written by and published by . This book was released on 1983 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Emerging Information Security and Applications

Author : Jiageng Chen
Publisher : Springer Nature
ISBN 13 : 3031230981
Total Pages : 236 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Emerging Information Security and Applications by : Jiageng Chen

Download or read book Emerging Information Security and Applications written by Jiageng Chen and published by Springer Nature. This book was released on 2023-01-03 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes selected papers presented at the Third International Symposium on Emerging Information Security and Applications, EISA 2022, held in Wuhan, China, in October 2022. Due to COVID-19, EISA 2022 was held fully online. The 13 full papers presented in this volume were thoroughly reviewed and selected from the 35 submissions. They present a discussion on the emerging techniques, theories and applications to enhance information and application security in practice.

Field & Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4./5 ( download)

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Book Synopsis Field & Stream by :

Download or read book Field & Stream written by and published by . This book was released on 1997-05 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: FIELD & STREAM, America’s largest outdoor sports magazine, celebrates the outdoor experience with great stories, compelling photography, and sound advice while honoring the traditions hunters and fishermen have passed down for generations.

Lake Dreams

Author : Swain Wolfe
Publisher : Macmillan
ISBN 13 : 9780312317003
Total Pages : 356 pages
Book Rating : 4.3/5 (17 download)

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Book Synopsis Lake Dreams by : Swain Wolfe

Download or read book Lake Dreams written by Swain Wolfe and published by Macmillan. This book was released on 2004-02-16 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Myth, emotion, vision, and dream tell the story of legendary lovers whose passions set the lake on fire.