How Roblox Reduces Spark Join Query Costs With Machine Learning
Por um escritor misterioso
Last updated 18 junho 2024
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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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ROBLOXRSS (@ROBLOXRSS) / X
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Scaling Real-Time ML at Cash App with Tecton
Roblox on LinkedIn: How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized…
![How Roblox Reduces Spark Join Query Costs With Machine Learning](https://malinxiao.files.wordpress.com/2022/01/image-57.png)
Spark SQL Query Engine Deep Dive (11) – Join Strategies – Azure Data Ninjago & dqops
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The art of joining in Spark. Practical tips to speedup joins in…, by Andrea Ialenti
Roblox on LinkedIn: How Roblox Reduces Spark Join Query Costs With Machine Learning Optimized…
![How Roblox Reduces Spark Join Query Costs With Machine Learning](https://miro.medium.com/v2/resize:fit:938/0*7A0bT71I6-LHu3OD.png)
Cost Based Optimizer in Apache Spark 2.2, by Jules S. Damji, Databricks Engineering
![How Roblox Reduces Spark Join Query Costs With Machine Learning](https://pbs.twimg.com/media/F3Bc-_5bYAErYwP.jpg)
ROBLOXRSS (@ROBLOXRSS) / X
![How Roblox Reduces Spark Join Query Costs With Machine Learning](https://miro.medium.com/v2/resize:fit:1400/1*aj2kkzyQrn2uwJcb9qatnA.png)
The art of joining in Spark. Practical tips to speedup joins in…, by Andrea Ialenti
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