For customers who prefer
an open source approach, CloudGeometry features
OptScale. It’s a single platform that provides configuration, automation, data collection, data verification, testing and debugging, resource management, model analysis, process and metadata management, serving infrastructure, and monitoring. Key benefits include:
Performance optimization
Integrates with ML/AI models, highlighting bottlenecks and providing clear performance and cost recommendations.
Runsets
Specify a budget hyperparameters to run multiple experiments using various instance types to simplify experimentation & optimization.
Internal and external model-specific metrics
For your ML/AI experiments or production tasks, so data engineers and data scientists can collaborate on boosts to performance & cost optimization.
Cloud cost optimization
Vary price/performance via dynamic sizing, Spot/Reserved instances, Saving Plans, etc.
Also available as a managed services through our partnership with HyStax.
