DigitalOcean has launched observability metrics for GPU Droplets and DOKS clusters, enabling users to monitor GPU performance metrics like utilization, temperature, and power consumption. These features require no setup and provide real-time insights to optimize AI workloads.

Chronon simplifies data computation and serving for AI/ML applications by allowing users to define features from raw data and perform batch and streaming computations. It ensures low-latency serving, guaranteed correctness, and consistency, while providing tools for observability and monitoring, making it easier for ML practitioners to leverage organizational data without complex orchestration. The platform includes an API for real-time feature fetching and supports scalable backfills for model training and evaluation.