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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). Some of the most critical roadblocks we encountered.

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Building a Data Engineering Stack That Boosts Scalability

Chart Mogul

Nowadays, these are packaged and deployed in docker images, and executed via AWS lambda or EKS pods each day. Initially, these were implemented in Jupyter notebooks and manually executed by our analysts whenever they needed to deliver a report. We used our daily AWS RDS snapshots and loaded them daily to Snowflake tables.

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Top 15 VC Podcasts 2023

SmartKarrot

Once per week, 20VC Host, Harry Stebbings is also joined by one of the great founders such as Spotify’s Daniel Ek, Linkedin’s Reid Hoffman, and Snowflake’s Frank Slootman.

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SaaS Applications Architecture – The How

Frontegg

Your container orchestration platform should have Amazon Elastic Container Service (ECS) if you are a startup or have a medium sized operation. Big ops can pick Amazon Fargate or go for Amazon EKS. Make sure you are using elastic pools for more flexibility.

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The metrics behind Spotify’s IPO

Chart Mogul

Spotify Co-Founder & CEO Daniel Ek. Spotify’s filing gives us a rare look into the metrics of a large-scale consumer subscription business. Here’s a quick rundown of some key findings from the F-1 document. Customer Churn Rate. TL;DR: Churn rate declined from 7.7% over three years, despite strong subscriber growth.

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Understanding Multi-tenancy, the Keystone of SaaS

CloudGeometry

To deal with Containers that offer a challenge by allowing a level of cross-tenant access, this can be remedied using namespaces, Amazon EKS, or other third-party tools. The tenants can then access compute resources (Lambda or Azure Functions, etc.) using the context outlined in these policies.