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Building a Data Engineering Stack That Boosts Scalability

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The company’s sole analyst at that time used AWS Athena to query them from the S3 bucket, created additional materialized views to combine and aggregate them, and visualized them into dashboards with Superset using its AWS Athena connector. We used our daily AWS RDS snapshots and loaded them daily to Snowflake tables.

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Understanding Multi-tenancy, the Keystone of SaaS

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It is the secret to effective tiering and scaling. The Fundamental Goal of SaaS tenant Isolation – Know what tenancy is, its types, and key services from a user/customer context. The AWS Well-Architected Framework is one such approach that helps adopt architectural best practices (whether or not you run on AWS) and adapt continuously.