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Learn about Linaro's comprehensive progress and future roadmap for big data and data science applications on ARM server architectures in this 14-minute conference talk. Discover how computationally intensive workloads with high-density processing requirements make big data and data science crucial deployment scenarios for ARM servers, placing exceptional demands on CPU computational capabilities. Explore Linaro's substantial contributions to foundational open-source components through years of dedicated BDDS (Big Data and Data Science) project operation, including detailed progress updates on data distribution Bigtop and management tools Bigtop manager. Understand the strategic importance of vectorization as a critical path for CPU performance maximization in big data workloads and examine active exploration of acceleration opportunities. Gain insights into Spark SQL optimization progress through the Gluten vectorization framework and Velox execution engine implementation. Review potential future directions for big data infrastructure development and understand how these advances support ARM server ecosystem expansion in strategic priority domains.
