How do I optimize IT infrastructure for real-time analytics?
Optimizing IT infrastructure for real-time analytics means balancing performance, scalability, reliability, and cost. Here are the key areas to address: 1. Assess Requirements Measure your actual data ingest rates: volume, velocity, and variety. Define latency thresholds your analytics can tolerate. Profile workloads to size CPU, GPU, memory, storage, and network. 2. Upgrade Hardware Infrastructure Select […]