Real-Time Data Engineering in Production
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Home > Computing and Information Technology > Computer science > Real-Time Data Engineering in Production: Build, Monitor, and Scale Mission-Critical Streaming Applications with Apache Flink
Real-Time Data Engineering in Production: Build, Monitor, and Scale Mission-Critical Streaming Applications with Apache Flink

Real-Time Data Engineering in Production: Build, Monitor, and Scale Mission-Critical Streaming Applications with Apache Flink


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About the Book

Stop building fragile data pipelines. Start engineering mission-critical services. The age of batch processing is over. The world now runs on real-time data, and the cost of failure has never been higher. But building stateful, high-throughput, and fault-tolerant streaming applications is one of the most complex challenges in software engineering. A single bug can lead to data loss, a misconfigured state backend can lead to a 3 A.M. "GC Death Spiral," and a simple deployment can kill your application's state. This book is not a "Hello, World" tutorial. It is a battle-tested, production-grade playbook for building, monitoring, and scaling mission-critical streaming applications with Apache Flink. Written for the professional data engineer, this guide cuts through the theory and dives straight into the "how-to" of building systems that work. You'll move beyond simple jobs and learn to think like a streaming architect, mastering the deep internals of Flink to build systems that are fast, correct, and truly resilient. Inside, you will learn to: Master the Core: Go deep on Flink's "Holy Trinity" Streams, State, and Time. Build for Resilience: Architect for true exactly-once guarantees and design multi-layered defenses against late and out-of-order data. Handle Massive State: Master Flink's state backends, including RocksDB, and use incremental checkpoints to manage terabytes of state without failure. Hunt Down Bottlenecks: Become an expert at diagnosing performance. Read the Flink UI like a pro, solve backpressure, and fix data skew. Achieve True Observability: Build a production-grade monitoring stack with Prometheus and Grafana, complete with actionable, no-noise alerting strategies. Deploy Like a Pro: Master cloud-native deployments on Kubernetes with the Flink Operator, and build a full CI/CD pipeline for zero-downtime, stateful application upgrades. Unlock Advanced Power: Go beyond simple aggregation with Flink SQL for analysts, CEP for complex pattern detection, and real-time ML for in-stream inference. This is the guide you wish you had when your first production job failed. Whether you're a data engineer, a backend developer, or a solutions architect, this book provides the expert-level knowledge you need to stop hoping your application works and start engineering it to never fail. Don't just build a pipeline. Build a service. Add this book to your cart today.


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Product Details
  • ISBN-13: 9798272404176
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 244 mm
  • No of Pages: 226
  • Returnable: N
  • Sub Title: Build, Monitor, and Scale Mission-Critical Streaming Applications with Apache Flink
  • Width: 170 mm
  • ISBN-10: 8272404176
  • Publisher Date: 31 Oct 2025
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Spine Width: 12 mm
  • Weight: 417 gr


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