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Building a Data Engineering Stack That Boosts Scalability

Chart Mogul

Decision-makers still rely on ChartMogul charts and segments to analyze our subscription data, but as we started collecting a lot more different types of data from a lot more sources, we needed a sustainable data management plan for our growing team. We used our daily AWS RDS snapshots and loaded them daily to Snowflake tables.

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Moving ChartMogul to AWS and Kubernetes

Chart Mogul

Our journey was not your regular AWS migration as it involved moving our infrastructure from classic VMs to containers orchestrated by Kubernetes. In a series of articles, we will share our experiences about: Our journey to AWS EKS (Kubernetes managed service). Stop all the services on DigitalOcean.

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The metrics behind Spotify’s IPO

Chart Mogul

Spotify's recent F-1 filing is packed full of metrics and insights into both consumer subscriptions and the streaming music industry. Spotify’s filing gives us a rare look into the metrics of a large-scale consumer subscription business. Spotify Co-Founder & CEO Daniel Ek. ARPA is the lifeblood of any subscription business.