When a social fitness app needs a relational database that scales globally with minimal configuration, the choice between Cloud SQL, Cloud Spanner, and NoSQL options reveals critical insights about managed service selection and future-proof architecture.
How to architect serverless metadata delivery for legacy IoT devices: CloudFront Functions vs Lambda@Edge vs API Gateway - a FinOps and performance trade-off analysis for AWS SAP-C02.
When scaling a stateful web application across multiple Availability Zones, local EBS storage creates data silos. This drill explores the architectural decision between EBS replication, session affinity, and shared file systems like Amazon EFS.
A global fintech startup needs to reduce costs by managing non-production Compute Engine workloads that have different availability requirements from production.
Learn why the Google Cloud Pricing Calculator is the foundational tool for accurate cost estimation when migrating three-tier applications to GCP, and how to avoid common pitfalls like manual spreadsheets or premature production testing.
This SAP-C02 drill examines how to architect for both database read scalability (Aurora Replicas) and application session consistency (ALB sticky sessions) when migrating stateful workloads—a common pitfall that distinguishes professional-level thinking from associate-level shortcuts.
A cloud application running on EC2 instances inside a VPC needs to privately access logs stored in Amazon S3 without internet connectivity. This drill explores how to securely enable S3 access by evaluating different AWS solution options.
This drill explores how to enable comprehensive read/write logging of sensitive Bigtable data for integration with a SIEM system, detailing the trade-offs and best practices in audit log management.
A professional-level analysis of AWS Organizations SCP architecture during M&A integration - balancing temporary flexibility with long-term governance stability.