Microsoft Learn エッジ環境全体のアプリケーションデプロイ、管理、更新を簡素化 ここにも情報あり Empowering the Physical World with AI Kubernetes AI Toolchain Operator (KAITO) on AKS on Azure Local パブリックプレビュー 1. Kubernetes AI ツールチェーン オペレーターを使用して Azure Arc によって有効になっている AKS に AI モデルをデプロイする (プレビュー) - AKS enabled by Azure Arc | Microsoft Learn 様々な生成 AI のモデルをエッジで展開、開発するための仕組みを提供 Phi-4-mini-flash-reasoning 1. Reasoning reimagined: Introducing Phi-4-mini-flash-reasoning | Microsoft Azure Blog
4月開催版 昨日の夜中 (アジェンダのみですいません) The July Arc Server Monthly Forum will cover: • Windows Server Copilot capabilities in WAC • Red Hat Enterprise Linux (RHEL) ELS Feedback • Azure AD (Entra) Capability with Azure Arc • New AI Opportunities and Scenarios
Workload ID with AKS • External Secrets Operator with Azure Key Vault • Dapr Secret Store for Key Vault • Secrets Store CSI Driver for Key Vault in AKS • Azure Arc gateway with Terraform • Azure Arc Agent Toolkit • 3D USD Import and Export For Digital Twin Builder • Use Azure Monitor dashboards with Grafana for K8s • Azure Container Storage enabled by Azure Arc SFTP • Monitor Arc Agent Logs • Kubernetes AI Toolchain Operator (KAITO) & AKS Arc • Traefik Deployment on Arc-enabled Kubernetes • Multi-cluster TLS cert management using Traefik • Service auto-discovery and routing with Traefik • Deploy multiple Arc k8s clusters with Terraform Visit aka.ms/jumpstartdrops
https://aka.ms/JumpstartArcBox • https://aka.ms/JumpstartLocalBox • https://aka.ms/JumpstartAgora • https://aka.ms/JumpstartDrops • https://aka.ms/JumpstartGems • https://aka.ms/JumpstartContribution Contact [email protected] Updates ✓ Azure Local 2505 Solution Version ✓ Registration and Deployment Updates ✓ Security Updates ✓ Azure Local VM Updates ✓ Cost Optimizations with Azure Spot VM Support ✓ Deploying the LocalBox Client VM and Azure Local Instance in Separate Regions ✓ Enhanced Security - Support for Azure Managed Identity ✓ Dedicated PowerShell modules ✓ Other Quality of Life Improvements
| [email protected] Katie Vargo | [email protected] Teodora Sutilovic | [email protected] Updates – Public Preview • Simplifying the process of building, deploying, and maintaining applications on Arc-enabled Kubernetes clusters. • Bundled set that currently includes 2 foundational services: • Azure Container Storage enabled by Azure Arc (ACSA) • Azure Key Vault Secret Store extension for Kubernetes • KEY Benefits: Focus on your app not your infrastructure! • Consistent releases and updates • Improved extension compatibility
Katie Vargo | [email protected] Teodora Sutilovic | [email protected] Current Features • Learning about Azure Arc commands • Viewing all Arc-connected and native K8s clusters • Sample apps & Jumpstart scenarios Upcoming Features • Local cluster for testing with VME installed • GitHub Copilot Agent mode for Azure Arc commands (through Azure MCP server) • Templates and step-by-step application starter User Research Form https://forms.office.com/r/VUpxDeTvJx
KAITO Jumpstart Drop • KAITO Blog Announcement • KAITO OSS Contact HJ Hang | [email protected] Kubernetes AI Toolchain Operator • Automated LLM deployment/inferencing/fine-tuning across AKS and AKS on Azure Local • Support OSS LLMs such as Phi 4, Mistral, Qwen, and fully validated with Azure Local GPUs (A2, A16, T4) • Built on top of CNCF project and consistent experience across cloud, edge, and any Kubernetes • Support Hugging Face Models and private models • Integration with Managed Prometheus for inference observability • Integration with Visual Studio Code (AI Toolkit) for model playground and evaluation Preview https://aka.ms/kaitoAKSArc2025Build
Grafana dashboards directly in the Azure Portal at no additional cost • Less administrative overhead than self-hosting Grafana or using managed Grafana services • Dashboards are native Azure resources supporting Azure RBAC to assign permissions, and automation • Pre-built dashboards for AKS, Azure Monitor and Azure resources included aka.ms/DashboardsWithGrafanaDocs
in the Azure Portal B U I L D Public preview Core experience • Use out-of-the-box dashboards • Create new and modify existing dashboards • Import dashboards from Grafana’s public gallery • View AKS dashboards in cluster context • Export dashboards • Share dashboards via Azure RBAC Data sources • Azure Monitor • Azure Managed Prometheus Fundamentals • Limited set of localized languages • 6 Azure regions May 2025 T O B E A N N O U N C E D General availability Additional core experience • Grafana Explore—ad hoc queries and visuals • Access to dashboards in other resource blades • Share dashboard (1-click) • Annotations Data sources • Azure Data Explorer • MS SQL Fundamentals • Full set of localized languages • User-based locale • Accessibility • Expanded Azure regions TBA
L U D E D W I T H A Z U R E M O N I T O R Dashboards with Grafana Available by default in the Azure Portal Supports Azure data sources: • Azure Monitor • Azure Managed Prometheus Supports current-user authentication Grafana OSS features U P G R A D E T O P R E M I U M T I E R Azure Managed Grafana Requires opt-in Separate UI and cost OSS and third-party data sources available Audit and usage logs Private networking • Private endpoint and AMPLS support • Managed Identity, Service Principal, and user authentication Upgrade to Enterprise license available aka.ms/DashboardsWithGrafanaComparison
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![Azure Arc VS Code Extension Contact Bernie Behn | [email protected]](https://files.speakerdeck.com/presentations/3908a9b14c494c4dba913be64098f78c/slide_12.jpg){kind=link}
