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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Kubernetes is also very extensible, meaning it can integrate with additional useful tools, for example, for observability/monitoring massive training workloads. A whole ecosystem has emerged, full of useful tools for AI/Batch/HPC workloads on Kubernetes. Kueue is one such tool- a Kubernetes-native open source project for managing the queueing of batch workloads on Kubernetes. To learn more about batch workloads on Kubernetes with Kueue, you might check out this tutorial. You can also learn more about running batch workloads on Kubernetes with GPUs in this guide about running them on GKE in Google Cloud.