1 min read
Azure ML Compute: Choosing the Right Infrastructure
Azure ML offers three distinct compute experiences, and choosing the right one makes a significant difference to both cost and development friction. For…
Compute
4 articles
1 min read
Azure Spot Instance Strategies for Cost Savings
Spot VMs use Azure's excess capacity at significant discounts. Key characteristics: Up to 90% discount Can be evicted anytime 30 second eviction notice Best…
2 min read
Scalable Compute with Azure Batch
Batch is underused. Every time I describe it to an engineering team—"managed pool of VMs, automatic scaling, job and task model, retry on failure…
1 min read
Azure Batch: Large-Scale Parallel Computing
Embarrassingly parallel workloads are the ones I most enjoy moving to Azure. Render farms, Monte Carlo simulations, batch image processing, genomic…