545: Scaling Data-Intensive Real-Time Applications — with Matthew Russell
Super Data Science: ML & AI Podcast with Jon Krohn
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Scaling Data-Intensive Real-Time Applications with Terraform
The chapter delves into the challenges and strategies of scaling live events platforms with millions of users through real-time data updates and leaderboard dissemination. It features insights on managing state effectively, utilizing cloud platforms, and automating infrastructure management with tools like Terraform. The conversation emphasizes the significance of horizontally scaling systems and replicating production environments to achieve optimal performance in response to varying traffic loads.
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Transcript
