# Adobe Firefly: Simplified observability with Amazon Managed Prometheus

DevFeed: [Adobe Firefly: Simplified observability with Amazon Managed Prometheus](<https://devfeed.tech/articles/adobe-firefly-simplified-observability-with-amazon-managed-prometheus-4634.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/architecture/adobe-firefly-simplified-observability-with-amazon-managed-prometheus/>)

Author: Dev Arora

Published: 2026-08-13T00:14:19Z

Content type: article

Language: en

Sources: [AWS Architecture Blog](<https://devfeed.tech/sources/aws-architecture-blog.md>)

Topics: [observability](<https://devfeed.tech/topics/observability.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>)

Tags: [adobe](<https://devfeed.tech/tags/adobe.md>), [amazon](<https://devfeed.tech/tags/amazon.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [amazon-managed-service-for-prometheus](<https://devfeed.tech/tags/amazon-managed-service-for-prometheus.md>), [amazon-web-services-aws](<https://devfeed.tech/tags/amazon-web-services-aws.md>), [aws](<https://devfeed.tech/tags/aws.md>), [compute](<https://devfeed.tech/tags/compute.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [customer-solutions](<https://devfeed.tech/tags/customer-solutions.md>), [data](<https://devfeed.tech/tags/data.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [jobs](<https://devfeed.tech/tags/jobs.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [observability](<https://devfeed.tech/tags/observability.md>), [performance](<https://devfeed.tech/tags/performance.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>)

## AI overview

Adobe Firefly migrated critical GPU infrastructure metrics from self-managed Prometheus to Amazon Managed Service for Prometheus. The article describes the observability challenges of large-scale model training on Amazon EKS, including high-cardinality GPU, compute, memory, and network telemetry, and reports 28x faster GPU metric queries with improved reliability and operational efficiency.

## Source excerpt

Learn how Adobe Firefly achieved 28x faster GPU metric queries by migrating from self-managed Prometheus to Amazon Managed Service for Prometheus, with improvements in query performance, infrastructure reliability, and operational efficiency.