Maosong Fu's Books

Heron Streaming

Fundamentals, Applications, Operations, and Insights

By: Huijun Wu,Maosong Fu

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Heron Streaming

Fundamentals, Applications, Operations, and Insights

By: Huijun Wu,Maosong Fu

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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208

Publisher

Springer Nature

Published Date

ISBN 10

3030600947

ISBN 13

9783030600945

Network Embedding

Theories, Methods, and Applications

By: Cheng Cheng Yang,Zhiyuan Zhiyuan Liu,Cunchao Cunchao Tu,Chuan Chuan Shi,Maosong Maosong Sun

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Network Embedding

Theories, Methods, and Applications

By: Cheng Cheng Yang,Zhiyuan Zhiyuan Liu,Cunchao Cunchao Tu,Chuan Chuan Shi,Maosong Maosong Sun

heterogeneous graphs. Further, the book introduces different applications of NE such as recommendation and information diffusion prediction. Finally, the book concludes the methods and applications and looks forward to the future directions.

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220

Publisher

Springer Nature

Published Date

ISBN 10

3031015908

ISBN 13

9783031015908

Representation Learning for Natural Language Processing

By: Zhiyuan Liu,Yankai Lin,Maosong Sun

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Representation Learning for Natural Language Processing

By: Zhiyuan Liu,Yankai Lin,Maosong Sun

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.

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Page Count

319

Publisher

Springer Nature

Published Date

ISBN 10

9811555737

ISBN 13

9789811555732

Heron Streaming

Fundamentals, Applications, Operations, and Insights

By: Huijun Wu,Maosong Fu

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Heron Streaming

Fundamentals, Applications, Operations, and Insights

By: Huijun Wu,Maosong Fu

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

208

Publisher

Springer Nature

Published Date

ISBN 10

3030600947

ISBN 13

9783030600945

Book's by Maosong Fu

Heron Streaming

Heron Streaming

Network Embedding

Network Embedding

Representation Learning for Natural Language Processing

Representation Learning for Natural Language Processing

Heron Streaming

Heron Streaming

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