How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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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, […]
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How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized Bloom Filters - Roblox Blog
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Nidhi goel (@Inidhi26) / X
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spark-bloomfiltered-join-analysis/analysis.ipynb at master · lovasoa/spark -bloomfiltered-join-analysis · GitHub
Roblox on LinkedIn: How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized…
