1 min read
Microsoft Fabric Capacity Planning: Right-Sizing Your Data Platform
For development and test environments, implement auto-pause policies to reduce costs during inactive periods. Monitor utilization patterns and adjust…
Capacity Planning
6 articles
1 min read
Capacity Planning for AI: Scaling AI Infrastructure
Strategic capacity planning ensures AI systems can scale efficiently within budget.
1 min read
Capacity Planning for AI Workloads: A Practical Guide
1. Start with benchmarks Measure actual performance 2. Plan for peaks 2 3x average for safety 3. Build in headroom 20 30% buffer 4. Monitor continuously…
1 min read
Azure OpenAI PTU: Provisioned Throughput Units Explained
Aspect Pay As You Go PTU Pricing Per token Per PTU hour Throughput Shared, variable Dedicated, consistent Latency Variable Lower, consistent Commitment None…
1 min read
Microsoft Fabric Capacity Management: Optimization Strategies
Capacity choices in Fabric determine both performance and cost. From real projects, I'll share the monitoring signals and optimization steps that actually…
1 min read
Understanding Microsoft Fabric Capacities and SKUs
A Fabric Capacity is a pool of compute resources that powers all Fabric workloads in assigned workspaces. Unlike traditional Azure services where you…