{"id":2621,"date":"2024-07-21T17:59:03","date_gmt":"2024-07-21T09:59:03","guid":{"rendered":"https:\/\/ai-stack.ai\/control"},"modified":"2025-10-28T23:09:31","modified_gmt":"2025-10-28T15:09:31","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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Control Plane <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Want to Easily and Accurately Manage AI Computation and Operations? <\/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 provides a unified, intuitive control plane for centralized management and monitoring of compute resources, task scheduling, and model performance. Leveraging Role-Based Access Control (RBAC) and detailed resource quota settings, the platform ensures optimal resource allocation and security.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Centralized Management<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Manage all computing resources and machine learning workloads from a single platform.<\/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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Security Compliance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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AI-Stack supports multi-user and multi-team environments, ensuring the security of data and <\/span>resources.<\/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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Intuitive Interface<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Integrating feedback from dozens of clients, we designed the control interface with the most intuitive workflow for quick adoption by new users.<\/span> <\/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\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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Intuitive task settings ensure maximum resource <\/span>utilization<\/span> and reduce idle <\/span>time.<\/span> Workloads are scheduled and executed automatically based on priority, resource requirements, and current resource <\/span>status.<\/span> Various dynamic scheduling strategies cater to different resource needs, enhancing resource <\/span>efficiency.<\/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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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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With industry-leading heterogeneous management capabilities, AI-Stack unifies control of both major GPU brands, NVIDIA and AMD, on a single platform. It efficiently integrates massive compute power for High-Performance Computing (HPC), accelerating large language model training.<\/span> <\/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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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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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
Want to Easily and Accurately Manage AI Computation and Operations?<\/div>\n
The Control plane of the AI-Stack platform provides a unified management and monitoring interface, featuring a intuitive interface design. This helps you centrally manage computing resources, schedule tasks, and monitor model performance. Through a role-based access control\u2026<\/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
Want to Easily and Accurately Manage AI Computation and Operations?<\/div>\n
The Control plane of the AI-Stack platform provides a unified management and monitoring interface, featuring a intuitive interface design. This helps you centrally manage computing resources, schedule tasks, and monitor model performance. Through a role-based access control\u2026<\/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
Want to Easily and Accurately Manage AI Computation and Operations?<\/div>\n
The Control plane of the AI-Stack platform provides a unified management and monitoring interface, featuring a intuitive interface design. This helps you centrally manage computing resources, schedule tasks, and monitor model performance. Through a role-based access control\u2026<\/div>\n Learn More<\/i><\/a>\n <\/div>\n <\/div>\n
\n \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 <\/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 Want to Easily and Accurately Manage AI Computation and Operations? AI-Stack provides a unified, intuitive control plane for centralized management and monitoring of compute resources, task scheduling, and model performance. Leveraging Role-Based Access Control (RBAC) and detailed resource quota settings, the platform ensures optimal resource allocation and security. Centralized Management Manage all computing resources and machine learning workloads from a single platform.\u00a0 Security Compliance AI-Stack supports multi-user and multi-team environments, ensuring the security of data and resources.\u00a0 Intuitive Interface Integrating feedback from dozens of clients, we designed the control interface with the most intuitive workflow…<\/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,"_crdt_document":"","jetpack_post_was_ever_published":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":3,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/pages\/2621\/revisions"}],"predecessor-version":[{"id":11282,"href":"https:\/\/ai-stack.ai\/en\/wp-json\/wp\/v2\/pages\/2621\/revisions\/11282"}],"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}]}}