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.

Streaming Systems

Author : Tyler Akidau
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491983825
Total Pages : 362 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Streaming Systems by : Tyler Akidau

Download or read book Streaming Systems written by Tyler Akidau and published by "O'Reilly Media, Inc.". This book was released on 2018-07-16 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way. Expanded from Tyler Akidau’s popular blog posts "Streaming 101" and "Streaming 102", this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You’ll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax. You’ll explore: How streaming and batch data processing patterns compare The core principles and concepts behind robust out-of-order data processing How watermarks track progress and completeness in infinite datasets How exactly-once data processing techniques ensure correctness How the concepts of streams and tables form the foundations of both batch and streaming data processing The practical motivations behind a powerful persistent state mechanism, driven by a real-world example How time-varying relations provide a link between stream processing and the world of SQL and relational algebra

Heron Streaming

Author : Huijun Wu
Publisher : Springer
ISBN 13 : 9783030600938
Total Pages : 208 pages
Book Rating : 4.6/5 (9 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. This book was released on 2021-03-20 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.

Building Data Streaming Applications with Apache Kafka

Author : Manish Kumar
Publisher : Packt Publishing Ltd
ISBN 13 : 1787287637
Total Pages : 269 pages
Book Rating : 4.7/5 (872 download)

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Book Synopsis Building Data Streaming Applications with Apache Kafka by : Manish Kumar

Download or read book Building Data Streaming Applications with Apache Kafka written by Manish Kumar and published by Packt Publishing Ltd. This book was released on 2017-08-18 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and administer fast, reliable enterprise messaging systems with Apache Kafka About This Book Build efficient real-time streaming applications in Apache Kafka to process data streams of data Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in Apache Kafka with pracitcalpractical examples Who This Book Is For If you want to learn how to use Apache Kafka and the different tools in the Kafka ecosystem in the easiest possible manner, this book is for you. Some programming experience with Java is required to get the most out of this book What You Will Learn Learn the basics of Apache Kafka from scratch Use the basic building blocks of a streaming application Design effective streaming applications with Kafka using Spark, Storm &, and Heron Understand the importance of a low -latency , high- throughput, and fault-tolerant messaging system Make effective capacity planning while deploying your Kafka Application Understand and implement the best security practices In Detail Apache Kafka is a popular distributed streaming platform that acts as a messaging queue or an enterprise messaging system. It lets you publish and subscribe to a stream of records, and process them in a fault-tolerant way as they occur. This book is a comprehensive guide to designing and architecting enterprise-grade streaming applications using Apache Kafka and other big data tools. It includes best practices for building such applications, and tackles some common challenges such as how to use Kafka efficiently and handle high data volumes with ease. This book first takes you through understanding the type messaging system and then provides a thorough introduction to Apache Kafka and its internal details. The second part of the book takes you through designing streaming application using various frameworks and tools such as Apache Spark, Apache Storm, and more. Once you grasp the basics, we will take you through more advanced concepts in Apache Kafka such as capacity planning and security. By the end of this book, you will have all the information you need to be comfortable with using Apache Kafka, and to design efficient streaming data applications with it. Style and approach A step-by –step, comprehensive guide filled with practical and real- world examples

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:

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.

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

Designing Big Data Platforms

Author : Yusuf Aytas
Publisher : John Wiley & Sons
ISBN 13 : 1119690951
Total Pages : 336 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Designing Big Data Platforms by : Yusuf Aytas

Download or read book Designing Big Data Platforms written by Yusuf Aytas and published by John Wiley & Sons. This book was released on 2021-07-08 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESIGNING BIG DATA PLATFORMS Provides expert guidance and valuable insights on getting the most out of Big Data systems An array of tools are currently available for managing and processing data—some are ready-to-go solutions that can be immediately deployed, while others require complex and time-intensive setups. With such a vast range of options, choosing the right tool to build a solution can be complicated, as can determining which tools work well with each other. Designing Big Data Platforms provides clear and authoritative guidance on the critical decisions necessary for successfully deploying, operating, and maintaining Big Data systems. This highly practical guide helps readers understand how to process large amounts of data with well-known Linux tools and database solutions, use effective techniques to collect and manage data from multiple sources, transform data into meaningful business insights, and much more. Author Yusuf Aytas, a software engineer with a vast amount of big data experience, discusses the design of the ideal Big Data platform: one that meets the needs of data analysts, data engineers, data scientists, software engineers, and a spectrum of other stakeholders across an organization. Detailed yet accessible chapters cover key topics such as stream data processing, data analytics, data science, data discovery, and data security. This real-world manual for Big Data technologies: Provides up-to-date coverage of the tools currently used in Big Data processing and management Offers step-by-step guidance on building a data pipeline, from basic scripting to distributed systems Highlights and explains how data is processed at scale Includes an introduction to the foundation of a modern data platform Designing Big Data Platforms: How to Use, Deploy, and Maintain Big Data Systems is a must-have for all professionals working with Big Data, as well researchers and students in computer science and related fields.

Forest and Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 536 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 1900 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Field & Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 128 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 1994-03 with total page 128 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.

Field & Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 476 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 with total page 476 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.

Field & Stream

Author :
Publisher :
ISBN 13 :
Total Pages : 476 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 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Journal of the Royal Society of New Zealand

Author :
Publisher :
ISBN 13 :
Total Pages : 156 pages
Book Rating : 4./5 ( download)

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Book Synopsis Journal of the Royal Society of New Zealand by :

Download or read book Journal of the Royal Society of New Zealand written by and published by . This book was released on with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Real Life in Real Time

Author : Johanna Brewer
Publisher : MIT Press
ISBN 13 : 0262374765
Total Pages : 353 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Real Life in Real Time by : Johanna Brewer

Download or read book Real Life in Real Time written by Johanna Brewer and published by MIT Press. This book was released on 2023-08-22 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: The cultural ramifications of online live streaming, including its effects on identity and power in digital spaces. Some consider live streaming—the broadcasting of video and/or audio footage live online—simply an internet fad or source of entertainment, yet it is at the center of the digital mediation of our lives. In this edited volume, Johanna Brewer, Bo Ruberg, Amanda L. L. Cullen, and Christopher J. Persaud present a broad range of essays that explore the cultural implications of live streaming, paying special attention to how it is shifting notions of identity and power in digital spaces. The diverse set of international authors included represent a variety of perspectives, from digital media studies to queer studies, from human-computer interaction to anthropology, and more. While important foundational work has been carried out by game studies scholars, many other elements of streaming practices remain to be explored. To deepen engagement with diversity and social justice, the editors have included a variety of voices on such topics as access, gender, sexuality, race, disability, harassment, activism, and the cultural implications of design aesthetics. Live streaming affects a wide array of behaviors, norms, and patterns of communication. But above all, it lets participants observe and engage with real life as it unfolds in real time. Ultimately, these essays challenge us to look at both the possibilities for harm and the potential for radical change that live streaming presents.

How Do You Live?

Author : Genzaburo Yoshino
Publisher : Algonquin Young Readers
ISBN 13 : 1643751611
Total Pages : 288 pages
Book Rating : 4.6/5 (437 download)

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Book Synopsis How Do You Live? by : Genzaburo Yoshino

Download or read book How Do You Live? written by Genzaburo Yoshino and published by Algonquin Young Readers. This book was released on 2021-10-26 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first English translation of the classic Japanese novel that has sold over 2 million copies—a childhood favorite of anime master Hayao Miyazaki (Spirited Away, My Neighbor Totoro, Howl’s Moving Castle), with an introduction by Neil Gaiman. First published in 1937, Genzaburō Yoshino’s How Do You Live? has long been acknowledged in Japan as a crossover classic for young readers. Academy Award–winning animator Hayao Miyazaki has called it his favorite childhood book and announced plans to emerge from retirement to make it the basis of his final film. How Do You Live? is narrated in two voices. The first belongs to Copper, fifteen, who after the death of his father must confront inevitable and enormous change, including his own betrayal of his best friend. In between episodes of Copper’s emerging story, his uncle writes to him in a journal, sharing knowledge and offering advice on life’s big questions as Copper begins to encounter them. Over the course of the story, Copper, like his namesake Copernicus, looks to the stars, and uses his discoveries about the heavens, earth, and human nature to answer the question of how he will live. This first-ever English-language translation of a Japanese classic about finding one’s place in a world both infinitely large and unimaginably small is perfect for readers of philosophical fiction like The Alchemist and The Little Prince, as well as Miyazaki fans eager to understand one of his most important influences.

"Forest and Stream" Bird Notes

Author :
Publisher :
ISBN 13 :
Total Pages : 210 pages
Book Rating : 4.A/5 ( download)

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Download or read book "Forest and Stream" Bird Notes written by and published by . This book was released on 1881 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Real-Time & Stream Data Management

Author : Wolfram Wingerath
Publisher : Springer
ISBN 13 : 3030105555
Total Pages : 84 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Real-Time & Stream Data Management by : Wolfram Wingerath

Download or read book Real-Time & Stream Data Management written by Wolfram Wingerath and published by Springer. This book was released on 2019-01-02 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: While traditional databases excel at complex queries over historical data, they are inherently pull-based and therefore ill-equipped to push new information to clients. Systems for data stream management and processing, on the other hand, are natively pushoriented and thus facilitate reactive behavior. However, they do not retain data indefinitely and are therefore not able to answer historical queries. The book provides an overview over the different (push-based) mechanisms for data retrieval in each system class and the semantic differences between them. It also provides a comprehensive overview over the current state of the art in real-time databases. It sfirst includes an in-depth system survey of today's real-time databases: Firebase, Meteor, RethinkDB, Parse, Baqend, and others. Second, the high-level classification scheme illustrated above provides a gentle introduction into the system space of data management: Abstracting from the extreme system diversity in this field, it helps readers build a mental model of the available options.