Streaming Linked Data: From Vision to Practice

This book provides a comprehensive overview of core concepts and technological foundations for continuous engineering of Web streams, with real-world examples and introduces RSP4J, an open-source project for software engineering and empirical research. It is mainly written for graduate students and researchers in Web and stream data management.

Format: Paperback / softback
Length: 158 pages
Publication date: 26 January 2023
Publisher: Springer International Publishing AG

This comprehensive book offers a thorough exploration of core concepts and technological foundations for the continuous engineering of Web streams. It presents a diverse range of systems and applications, along with real-world examples, to facilitate a deep understanding of the field. Furthermore, it introduces readers to RSP4J, a novel open-source project dedicated to fostering community efforts in software engineering and empirical research.

The book begins with an introductory chapter that establishes the context and motivations behind the design of specific techniques for processing data streams using Web technologies. This chapter provides a foundational understanding of the topics that will be covered in subsequent chapters.

Chapter 2 serves as a concise summary of the necessary background concepts and models required to comprehend the remaining content of the book. It serves as a roadmap for readers, highlighting the key ideas and frameworks that will be discussed in detail.

Chapter 3 delves into the processing of RDF streams, emphasizing the challenges posed by the high data velocity in open environments characterized by diverse data types. It introduces query answering algorithms with RSP-QL and analytics functions over streaming data, enabling efficient and effective handling of large-scale data streams.

Chapter 4 focuses on the life cycle of streaming linked data, emphasizing the importance of publishing streams on the Web as a fundamental aspect for making data accessible and discoverable for applications. It discusses the challenges associated with real-time streaming and introduces guidelines and best practices for building robust and scalable streaming systems.

Chapter 5 explores the problems of benchmarks and systems that analyze Web streams to drive technological progress. It surveys existing benchmarks and provides insights into the key considerations and challenges involved in designing and evaluating streaming analytics systems. This chapter serves as a valuable resource for practitioners and researchers seeking to advance the field of continuous analytics.

Chapter 6 presents a comprehensive list of examples and exercises designed to help readers approach the area, gain familiarity with its practices, and develop confidence in its technological possibilities. These hands-on activities provide practical insights and reinforce the theoretical concepts discussed throughout the book.

Overall, this book is primarily aimed at graduate students and researchers in Web and stream data management. It serves as a valuable resource, consolidating research results and providing guidance for the next generation of researchers and practitioners in this field. The comprehensive coverage, real-world examples, and practical insights make it an essential tool for anyone interested in advancing the state-of-the-art in Web stream engineering and analytics.

Weight: 279g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031153709
Edition number: 1st ed. 2023