{"product_id":"practical-stream-engineering-with-apache-samza-architecting-developing-and-operating-real-time-data-pipelines-9798265257741","title":"Practical Stream Engineering with Apache Samza: Architecting, Developing, and Operating Real-Time Data Pipelines","description":"\u003cp\u003e • Author(s): William E. Clark\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003ePractical Stream Engineering with Apache Samza: Architecting, Developing, and Operating Real-Time Data Pipelines is an authoritative, tightly focused resource for engineers and architects building production-grade stream processing systems. The book opens by tracing the evolution from batch to real-time processing, clarifying the design trade-offs that drive modern streaming architectures and situating Samza among contemporaries like Flink, Storm, and Kafka Streams. With clear comparisons and real-world use cases, readers gain the conceptual foundation needed to evaluate when and how Samza provides the best fit for latency-sensitive, stateful workloads. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThe core of the guide dives into Samza's architecture and programming models, from its modular runtime and YARN integration to state management, message serialization, and developer-facing APIs and SQL. It offers practical, example-driven guidance on building stateful applications, achieving durability and exactly-once semantics, and optimizing for throughput and latency. Extensive chapters on deployment, monitoring, multi-tenancy, and performance engineering provide operators and DevOps teams with proven practices for running resilient, scalable Samza clusters in production. \u003cp\u003e\u003c\/p\u003eBeyond internals, the book explores integration patterns across the data ecosystem-best practices for coupling Samza with Kafka, Hadoop, cloud storage, and event-driven architectures-while addressing security, governance, and compliance concerns important to enterprise deployments. A final set of case studies highlights applications in real-time analytics, fraud detection, IoT, and cloud-native environments, and a forward-looking conclusion examines open-source developments and future directions for stream engineering. Whether you are architecting complex pipelines, developing high-throughput jobs, or operating mission-critical systems, this book is an indispensable companion for practical stream engineering with Apache Samza.","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46332078948503,"sku":"9798265257741","price":3374.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798265257741.webp?v=1768725131","url":"https:\/\/atlanticbooks.com\/products\/practical-stream-engineering-with-apache-samza-architecting-developing-and-operating-real-time-data-pipelines-9798265257741","provider":"Atlantic Books","version":"1.0","type":"link"}