Implementing Data Mesh: Design, Build, and Implement Data Contracts, Data Products, and Data Mesh

Computers & Technology

Perrin, Jean-Georges

Broda, Eric

Software

O'Reilly Media

The Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, Second Edition, you'll learn to take advantage of Spark's core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. &nbsp; Unlike many Spark books written for data scientists, Spark in Action, Second Edition is designed for data engineers and software engineers who want to master data processing using Spark without having to learn a complex new ecosystem of languages and tools. You'll instead learn to apply your existing Java and SQL skills to take on practical, real-world challenges. &nbsp; Key Features ·&nbsp;&nbsp;Lots of examples based in the Spark Java APIs using real-life dataset and scenarios ·&nbsp;&nbsp;Examples based on Spark v2.3 Ingestion through files, databases, and streaming ·&nbsp;&nbsp;Building custom ingestion process ·&nbsp;&nbsp;Querying distributed datasets with Spark SQL &nbsp; For beginning to intermediate developers and data engineers comfortable programming in Java. No experience with functional programming, Scala, Spark, Hadoop, or big data is required. &nbsp; About the technology &nbsp; Spark is a powerful general-purpose analytics engine that can handle massive amounts of data distributed across clusters with thousands of servers. Optimized to run in memory, this impressive framework can process data up to 100x faster than most Hadoop-based systems. &nbsp; Author Bio An experienced consultant and entrepreneur passionate about all things data, Jean-Georges Perrin was the first IBM Champion in France, an honor he's now held for ten consecutive years. Jean-Georges has managed many teams of software and data engineers.

Spark in Action, Second Edition: Covers Apache Spark 3 with Examples in Java, Python, and Scala

Reference

Manning

Concrete tools, techniques, and processes to align software architecture with your business domains, organizational design, team topologies, and corporate strategy. In Architecture Modernization: Socio-technical alignment of software, strategy, and structure you''ll learn how to: <ul font-size:="" helvetica=""> <li>Design architecture, business domains, and team topologies as independent value streams oriented to your business strategy</li> <li>Plan and lead an evolutionary modernization initiative</li> <li>Upskill architecture practices in your organization to create durable change</li> <li>Utilize collaborative product development techniques like Event Storming and Wardley Mapping</li> <li>Model domains and subdomains with principles, heuristics, and hands-on techniques</li> </ul> For a business to thrive, its software architecture needs to match its organizational structure and strategy. Architecture Modernization: Socio-technical alignment of software, strategy, and structure presents concrete practices to evolve software, teams, and business strategy to achieve your business''s full potential. You''ll combine well-established and emerging practices like Domain-Driven Design, Event Storming, and Wardley Mapping to discover business needs, design an optimal architecture, and avoid falling back into old habits. Every technique is illustrated with insightful industry examples, tales of experience, and an interactive Miro board that lets you dig deeper. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology You can''t safely separate an organization''s software architecture from its business objectives, corporate strategy, or team structure. Architecture Modernization shows you how to turn the practice of designing software into a transformative process for your entire company. This unique guide reveals a collaborative holistic approach to software design that identifies the value modernization can bring to your business''s domains. You''ll quickly reduce ineffective dependencies and empower your teams to make fast decisions and even faster production deployments. About the book Architecture Modernization: Socio-technical alignment of software, strategy, and structure guides you through every part of the modernization journey, from making a compelling business case, to facilitating workshops, and upskilling your teams with new ways of working. Each concept is demonstrated with real-world examples from the likes of Danske, Salesforce, the UK Government, and author Nick Tune''s own extensive experience. You''ll learn how to combine modern product development techniques--including Event Storming, Team Topologies, and Domain-Driven Design--to deliver the perfect solution for your business''s needs. Soon, you''ll be seeing real results for your business--results that will only grow as your architecture continuously evolves and improves. About the reader For anyone who makes decisions about software architecture or organization design, including architects, CTOs, principal engineers, and tech leads. About the author Nick Tune is a principal consultant who helps organizations to modernize their architectures and ways of working towards empowered product teams and continuous delivery. He works with clients in various sectors like Travel, Finance, ecommerce, and Government and is always trying to find the optimal balance of facilitator, coach, and consultant on every project. Jean-Georges "jgp" Perrin is a technology leader focusing on building innovative and modern data platforms, author, and president of AIDA User Group. He is passionate about software engineering and all things data, including Data Mesh. He is proud to have been recognized as a Lifetime IBM Champion.

Architecture Modernization: Socio-technical alignment of software, strategy, and structure

Tune, Nick

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