Velox-Powered Data Systems Engineering (eBook, ePUB)
The Complete Guide for Developers and Engineers
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"Velox-Powered Data Systems Engineering" "Velox-Powered Data Systems Engineering" is a comprehensive guide to the principles, architecture, and practical deployment of Velox, a unified execution engine designed for high-performance, scalable data platforms. From foundational concepts such as execution models, memory management, and fault tolerance to advanced topics like vectorized execution, plugin architecture, and cost-based query optimization, this book offers an in-depth exploration of Velox's capabilities. It unpacks the engine's extensible core and details how Velox pushes the boundarie...
"Velox-Powered Data Systems Engineering" "Velox-Powered Data Systems Engineering" is a comprehensive guide to the principles, architecture, and practical deployment of Velox, a unified execution engine designed for high-performance, scalable data platforms. From foundational concepts such as execution models, memory management, and fault tolerance to advanced topics like vectorized execution, plugin architecture, and cost-based query optimization, this book offers an in-depth exploration of Velox's capabilities. It unpacks the engine's extensible core and details how Velox pushes the boundaries of modern data processing through plugin systems, threading strategies, and robust fault isolation. The text traverses the real-world integration of Velox with diverse data platforms, including Presto, Trino, Spark, and various columnar formats like Parquet and Arrow. Readers will find detailed guidelines for hybrid and federated query processing, streaming data architectures, distributed deployments, and cloud-native operations. Comprehensive sections on security, compliance, and data governance ensure that best practices for authentication, authorization, encryption, and regulatory requirements are thoroughly addressed for mission-critical environments. Designed for engineers, data architects, and technology leaders, the book combines hands-on engineering techniques-such as profiling, debugging, production monitoring, and chaos testing-with advanced analytics and machine learning pipelines powered by Velox. Closing chapters highlight scalable DevOps processes, compliance-driven observability, emerging architectural patterns, and future innovation in the data ecosystem. Through case studies and in-depth research, "Velox-Powered Data Systems Engineering" equips readers with the knowledge to architect, optimize, and future-proof next-generation data systems built on Velox.
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