Adam Bellemare
Building an Event-Driven Data Mesh: Patterns for Designing & Building Event-Driven Architectures
Building an Event-Driven Data Mesh: Patterns for Designing & Building Event-Driven Architectures
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The exponential growth of data and the need to derive real-time business value from it presents a critical challenge. This book offers practical tips and solutions for designing and building an event-driven data mesh, including event modeling, handling events at scale, and compliance with privacy and regulatory requirements.
Format: Paperback / softback
Length: 275 pages
Publication date: 21 April 2023
Publisher: O'Reilly Media
The exponential growth of data, coupled with the urgent demand to extract real-time business value, poses a significant challenge in today's landscape. To address this, an event-driven data mesh emerges as a powerful solution. This architectural approach enables the seamless integration and processing of data from various sources, empowering real-time operational and analytical workloads. By consolidating data product streams into a unified framework, an event-driven data mesh facilitates efficient and effective data management.
In this comprehensive book, we delve into the realm of designing and building an event-driven data mesh. We offer practical tips and insights to guide you through the iterative process, addressing the hurdles and pitfalls you may encounter along the way. We provide solutions to common challenges, such as transitioning from monolithic architectures to event-driven ones, while emphasizing the importance of obtaining tangible value quickly.
Furthermore, we explore the intricate relationship between events and systems, as well as the dynamics of events within and across streams. We examine various event modeling options, including fact, delta, and command type events, and their implications for data products. We also offer best practices for handling events at scale, ensuring privacy and regulatory compliance. Additionally, we discuss the significance of asynchronous communication and handling eventual consistency, which are crucial for maintaining high performance and reliability.
By leveraging the power of an event-driven data mesh, organizations can unlock new levels of efficiency, agility, and competitiveness. This book serves as a valuable resource for professionals seeking to modernize their data infrastructure and leverage events to drive business growth and innovation. Whether you are a data architect, engineer, or business leader, this book will provide you with the knowledge and tools necessary to succeed in the era of data-driven decision-making.
Weight: 458g
Dimension: 233 x 177 x 17 (mm)
ISBN-13: 9781098127602
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