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How Roblox Reduces Spark Join Query Costs With Machine Learning

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Last updated 01 abril 2025
How Roblox Reduces Spark Join Query Costs With Machine Learning
Abstract Every day on Roblox, 70 million users engage with millions of experiences, totaling 16 billion hours quarterly. This interaction generates a petabyte-scale data lake, which is enriched for analytics and machine learning (ML) purposes. It’s resource-intensive to join fact and dimension tables in our data lake, so to optimize this and reduce data shuffling, […]
How Roblox Reduces Spark Join Query Costs With Machine Learning
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How Roblox Reduces Spark Join Query Costs With Machine Learning
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