RisingWave for Real-Time Data Processing (eBook, ePUB)
The Complete Guide for Developers and Engineers
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"RisingWave for Real-Time Data Processing" "RisingWave for Real-Time Data Processing" is a comprehensive guide that explores the principles, architecture, and practical applications of RisingWave-a cutting-edge stream processing system designed for modern, real-time data environments. The book opens with a clear exposition of RisingWave's architectural foundation, dissecting its distributed system components, stateful and stateless processing mechanisms, and strategies for resilience and scalability. Readers are led through the evolving landscape of stream processing, gaining a deep appreciati...
"RisingWave for Real-Time Data Processing" "RisingWave for Real-Time Data Processing" is a comprehensive guide that explores the principles, architecture, and practical applications of RisingWave-a cutting-edge stream processing system designed for modern, real-time data environments. The book opens with a clear exposition of RisingWave's architectural foundation, dissecting its distributed system components, stateful and stateless processing mechanisms, and strategies for resilience and scalability. Readers are led through the evolving landscape of stream processing, gaining a deep appreciation for the key innovations and design choices that set RisingWave apart in handling high-throughput, low-latency workloads. Through hands-on chapters covering data ingestion, integration, advanced query processing, and state management, the book details how to build robust streaming pipelines, manage unstructured data, and ensure exactly-once processing guarantees. It delves into the intricacies of deploying RisingWave across different environments, from bare-metal to cloud and Kubernetes, while also demystifying complex topics such as fault tolerance, checkpointing, and resource management. Readers benefit from real-world best practices in performance optimization, observability, and seamless integration with data lakes, warehouses, BI platforms, and external APIs. With a forward-looking approach, the book addresses crucial topics in security, governance, and compliance-articulating techniques for privacy, auditing, multi-tenancy, and regulatory adherence. The final chapters illuminate emerging trends and patterns, from hybrid batch-stream processing to edge and serverless deployments, as well as machine learning integration within streaming workflows. Whether you are a system architect, data engineer, or technology leader, "RisingWave for Real-Time Data Processing" equips you with the knowledge and tools to design, operate, and innovate with confidence in the dynamic world of real-time data.
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