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You searched IISERK - Subject: Operating systems (Computers)
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Call Number
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006.312
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Author
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Wu, Huijun. author.
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Title
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Heron Streaming [electronic resource] : Fundamentals, Applications, Operations, and Insights / by Huijun Wu, Maosong Fu.
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Material Info.
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XXI, 208 p. 43 illus., 1 illus. in color. online resource.
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Summary Note
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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.
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Notes
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Part I: Heron Fundamentals -- 1. Stream Processing -- 2. Heron Basics -- 3. Study Heron Code -- Part II: Write Heron Topologies -- 4. Migrate Storm Topology to Heron -- 5. Write Topology Code -- 6. Heron Topology Features -- 7. Heron Streamlet API -- Part III: Operate Heron Clus -- 8. Manage a Topology -- 9. Manage Multiple Topologies -- Part IV: Heron Insights -- 10. Explore Heron -- 11. Extending the Heron Metrics Sink -- 12. Extending Heron Scheduler -- 13. Extending Heron Scheduler.
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ISBN
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9783030600945
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Subject
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Data mining.
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Subject
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Information storage and retrieval systems.
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Subject
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Big data.
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Subject
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Open source software.
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Subject
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Data Mining and Knowledge Discovery.
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Subject
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Information Storage and Retrieval.
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Subject
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Big Data.
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Subject
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Open Source.
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Added Entry
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Fu, Maosong. author.
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Added Entry
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SpringerLink (Online service)
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Date
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Year, Month, Day:02208011
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