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Dataset API

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High Availability Architecture
High Availability Architecture
Jan 6, 2016 · Big Data

Spark Latest Features, Tungsten Project, and Hulu’s Production Practices

This article reviews Spark's evolution from version 1.2 to 1.6, explains the DataFrame and Tungsten projects, shares Hulu’s real‑world Spark deployments, and discusses performance‑related challenges such as stack overflow, streaming receiver latency, and class‑loader deadlocks.

DataFramesDataset APIHulu
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Spark Latest Features, Tungsten Project, and Hulu’s Production Practices