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  4. Kube AI Hub Ecosystem Tools

Documentation

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    Kube AI Hub Ecosystem Tools

    Abundant Ecosystem Tools

    Kube AI Hub integrates a wide breadth of major cloud-native open-source tools, supporting seamless integration with popular third-party components across GPU scheduling, image registry, log collection, monitoring and alerting, storage, networking, and identity. These open-source projects serve as optional backend components, interacting with the console through standard APIs to provide a consistent experience — reducing operational complexity.

    All components are loosely coupled with the platform: enable only what you need, all are pluggable.

    Kube AI Hub Ecosystem

    Component Overview

    Category Component Description
    GPU & Scheduling NVIDIA DCGM Exporter (optional, deploy in cluster) GPU metrics (utilization, VRAM, temperature, power); not bundled in ks-installer
    GPU & Scheduling vGPU Scheduler Fine-grained GPU slicing and virtualized scheduling
    GPU & Scheduling Volcano / Koordinator Batch job queues and distributed scheduling frameworks
    Monitoring Prometheus Cluster and node metric collection and storage
    Monitoring AlertManager Alert routing and silence policies
    Monitoring metrics-server Kubernetes native resource metrics service
    Logging Fluent Bit Container log collection and forwarding
    Logging Elasticsearch Log indexing, storage, and full-text search
    Logging Kafka High-throughput log message queue
    Registry Harbor Enterprise container image registry with vulnerability scanning
    App Management Helm / OpenPitrix Application templates and lifecycle management
    Identity OpenLDAP / AD Enterprise user directory and unified account management
    Identity OAuth2 / SSO Third-party identity provider and single sign-on
    Notifications Email / DingTalk Alert notification channels
    Notifications WeCom / Slack Instant message notification channels
    Storage Ceph RBD / CSI Enterprise-grade distributed block storage
    Storage NFS / GlusterFS Shared file storage
    Storage LocalPV / S3 Local storage and object storage
    Network Calico / Flannel Container network plugins (CNI)
    Network OpenELB Load balancer for bare metal Kubernetes
    Network KubeEdge Cloud-edge collaboration, extending compute to edge nodes
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