Hazelcast Jet for Data Stream Processing (eBook, ePUB)
The Complete Guide for Developers and Engineers
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"Hazelcast Jet for Data Stream Processing" Hazelcast Jet for Data Stream Processing provides a comprehensive and authoritative guide to mastering modern stream processing with Hazelcast Jet. Beginning with a foundational overview of streaming paradigms, the book explores both the theoretical underpinnings and practical motivations for real-time data streaming, delving into essential concepts such as streams, events, and distributed operators. By drawing technical comparisons between Hazelcast Jet and other leading processing engines, readers will gain an informed view of the state of the art, ...
"Hazelcast Jet for Data Stream Processing" Hazelcast Jet for Data Stream Processing provides a comprehensive and authoritative guide to mastering modern stream processing with Hazelcast Jet. Beginning with a foundational overview of streaming paradigms, the book explores both the theoretical underpinnings and practical motivations for real-time data streaming, delving into essential concepts such as streams, events, and distributed operators. By drawing technical comparisons between Hazelcast Jet and other leading processing engines, readers will gain an informed view of the state of the art, as well as a firm grasp of the design principles required to build robust, scalable, and fault-tolerant streaming systems. The journey continues through a detailed breakdown of the Hazelcast Jet architecture, including its Directed Acyclic Graph (DAG) computation model, job lifecycle management, and sophisticated task scheduling strategies. Readers will learn advanced programming techniques using the Jet Pipeline API-including custom connectors, processor development, and functional programming patterns-empowering them to design resilient, efficient pipelines. Key topics such as stateful operations, complex windowing, low-latency event-time processing, and strategies for scaling and debugging production-grade streaming applications are rigorously discussed. With a focus on real-world applicability, the book offers deep dives into performance optimization, fault tolerance, enterprise security, and operational excellence in Jet deployments. It features rich case studies-from financial fraud detection and IoT telemetry to real-time BI dashboards and streaming machine learning inference-demonstrating Hazelcast Jet's capabilities across industries. The book closes by examining the evolving future of Hazelcast Jet, emerging trends, and its pivotal role in the modern data stack, making it an essential resource for engineers, architects, and technology leaders building next-generation data solutions.
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