## CONTEXT According to Databricks' 2024 State of Data and AI report, Apache Spark remains the dominant distributed processing framework with over 80% market share in big data analytics, processing more than 100 exabytes of data daily across all global deployments. The Spark ecosystem has evolved significantly with…
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