Posts taggedarchitecture

Schema changes in traditional databases mean downtime, lost revenue, and deployment chaos across multiple systems. This piece demonstrates how Apache Ignite's flexible schema approach helps lets data model evolve at the pace of your business requirements.

Traditional databases force a choice: fast memory access or durable storage. High-velocity applications processing 10,000+ events per second hit a wall when disk I/O adds 5-15ms to every transaction.

Your high-velocity application began with smart architectural choices: PostgreSQL for reliable transactions, Redis for fast cache access, and custom processing for domain-specific logic. These decisions powered early success and growth.