{"id":2621,"date":"2024-07-21T17:59:03","date_gmt":"2024-07-21T09:59:03","guid":{"rendered":"https:\/\/ai-stack.ai\/control"},"modified":"2026-08-04T20:58:47","modified_gmt":"2026-08-04T12:58:47","slug":"control","status":"publish","type":"page","link":"https:\/\/ai-stack.ai\/en\/control","title":{"rendered":"Control Plane"},"content":{"rendered":"\t\t
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\n\t\t\t\t\tControl Plane <\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Control Plane <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Simplify AI Development Environment Setup<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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AI-Stack is an AI infrastructure middleware that connects heterogeneous compute resources with AI applications, enabling unified management, intelligent orchestration, and optimized AI operations with secure and scalable infrastructure.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Unified Management<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tManage heterogeneous compute resources on a single platform, enabling flexible AI training and inference workloads.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Advanced Security<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Enables secure multi-tenant environments with role-based access control and resource isolation, ensuring data protection and dedicated compute resources.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Intuitive User Experience<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAI-Stack delivers a streamlined and consistent experience, helping users easily manage AI infrastructure.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Maximize Your GPU Utilization <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Easily optimize GPU throughput, making the most of every dollar spent on GPU resources. <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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One-Click GPU Resource Scheduling<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAI-Stack optimizes GPU utilization through intelligent scheduling, shared compute pools, and multi-workload GPU sharing\u2014accelerating AI training and inference while reducing resource waste.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Consolidated Management of Multiple GPUs on a Single Platform<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAI-Stack provides industry-leading heterogeneous compute management, unifying NVIDIA, AMD GPUs, NPUs, Phison aiDAPTIV+, and other AI accelerators on a single platform to build efficient and scalable AI infrastructure.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Customized AI Computing Environment <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Quickly set up and replicate your familiar work environment. <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Custom Images<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Users can create and use custom images to <\/span>establish<\/span> specific computing environments for running workloads. Pre-install the necessary software, neural network libraries, and other tools to create an environment that perfectly aligns with your work requirements. This flexibility enhances the efficiency of developing and running deep learning and large language models.<\/span><\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Batch Task Processing<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Users can batch create and manage multiple tasks, simplifying workflows, and monitoring execution status.<\/span><\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Learn how to use AI-Stack<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tContact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Learn more<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Development and Ecosystem Layers<\/span><\/div>\n \n
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Development and Ecosystem Layers<\/div>\n
Master the Thriving Future of AI with AI-Stack<\/div>\n
Based on Kubernetes and Docker, AI-Stack provides an efficient and intuitive work environment, allowing developers to focus on the design, training, experimentation, and deployment of models. AI-Stack integrates various industry-standard artificial neural networks (ANN) and\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n
Control Plane<\/span><\/div>\n \n
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Control Plane<\/div>\n
Full Visibility into AI Compute Resources and Workloads<\/div>\n
AI-Stack is an AI infrastructure middleware that connects heterogeneous compute resources with AI applications, enabling unified management, intelligent orchestration, and optimized AI operations.<\/div>\n Learn More<\/i><\/a>\n <\/div>\n
Infrastructure Cluster<\/span><\/div>\n \n
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Infrastructure Cluster<\/div>\n
Exclusive Chip and Storage Management Technology<\/div>\n
Designed for efficiently running AI workloads of various scales, offering exclusive hardware control technology for precise management of chips and storage devices. Whether it\u2019s a single GPU server or multiple machines, resource allocation is ensured\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n <\/div>\n \n
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Development and Ecosystem Layers<\/div>\n
Master the Thriving Future of AI with AI-Stack<\/div>\n
Based on Kubernetes and Docker, AI-Stack provides an efficient and intuitive work environment, allowing developers to focus on the design, training, experimentation, and deployment of models. AI-Stack integrates various industry-standard artificial neural networks (ANN) and\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n \n
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Control Plane<\/div>\n
Full Visibility into AI Compute Resources and Workloads<\/div>\n
AI-Stack is an AI infrastructure middleware that connects heterogeneous compute resources with AI applications, enabling unified management, intelligent orchestration, and optimized AI operations.<\/div>\n Learn More<\/i><\/a>\n <\/div>\n \n
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Infrastructure Cluster<\/div>\n
Exclusive Chip and Storage Management Technology<\/div>\n
Designed for efficiently running AI workloads of various scales, offering exclusive hardware control technology for precise management of chips and storage devices. Whether it\u2019s a single GPU server or multiple machines, resource allocation is ensured\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Development and Ecosystem Layers<\/div>\n
Master the Thriving Future of AI with AI-Stack<\/div>\n
Based on Kubernetes and Docker, AI-Stack provides an efficient and intuitive work environment, allowing developers to focus on the design, training, experimentation, and deployment of models. AI-Stack integrates various industry-standard artificial neural networks (ANN) and\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n <\/div>\n
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Control Plane<\/div>\n
Full Visibility into AI Compute Resources and Workloads<\/div>\n
AI-Stack is an AI infrastructure middleware that connects heterogeneous compute resources with AI applications, enabling unified management, intelligent orchestration, and optimized AI operations.<\/div>\n Learn More<\/i><\/a>\n <\/div>\n <\/div>\n
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Infrastructure Cluster<\/div>\n
Exclusive Chip and Storage Management Technology<\/div>\n
Designed for efficiently running AI workloads of various scales, offering exclusive hardware control technology for precise management of chips and storage devices. Whether it\u2019s a single GPU server or multiple machines, resource allocation is ensured\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Product \/ Control Plane Control Plane Simplify AI Development Environment Setup AI-Stack is an AI infrastructure middleware that connects heterogeneous compute resources with AI applications, enabling unified management, intelligent orchestration, and optimized AI operations with secure and scalable infrastructure. Unified Management Manage heterogeneous compute resources on a single platform, enabling flexible AI training and inference workloads. Advanced Security Enables secure multi-tenant environments with role-based access control and resource isolation, ensuring data protection and dedicated compute resources. Intuitive User Experience AI-Stack delivers a streamlined and consistent experience, helping users easily manage AI infrastructure. Maximize Your GPU Utilization Easily optimize GPU throughput,…<\/p>\n","protected":false},"author":253372372,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"tags":[],"class_list":["post-2621","page","type-page","status-publish","hentry"],"blocksy_meta":[],"acf":[],"jetpack_shortlink":"https:\/\/wp.me\/Ph344V-Gh","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/pages\/2621","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/users\/253372372"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/comments?post=2621"}],"version-history":[{"count":9,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/pages\/2621\/revisions"}],"predecessor-version":[{"id":14077,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/pages\/2621\/revisions\/14077"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/media?parent=2621"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/tags?post=2621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}