Deploying DeepSeek R1 Model Inference on ACK Edge with Virtual Nodes and Serverless GPU

This article explains how to use Alibaba Cloud ACK Edge to manage on‑premise GPU resources and seamlessly fall back to cloud‑based ACS Serverless GPU via virtual nodes for deploying DeepSeek R1 inference, covering environment preparation, model download, storage setup, custom scheduling, and scaling strategies.

ACK@EdgeDeepSeekGPU

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Deploying DeepSeek R1 Model Inference on ACK Edge with Virtual Nodes and Serverless GPU

Alibaba Cloud Native

Sep 30, 2024 · Cloud Native

Unlock Elastic Scaling: Connect Your IDC Kubernetes to Alibaba Cloud ACK One Registration Cluster

This guide explains how enterprises can overcome IDC data‑center capacity limits by registering on‑premises Kubernetes clusters to Alibaba Cloud ACK One, detailing architecture, resource‑elastic benefits, step‑by‑step integration, node‑pool creation, GPU script setup, virtual node deployment, and multi‑level scheduling with concrete commands.

ACK OneAlibaba CloudKubernetes

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Unlock Elastic Scaling: Connect Your IDC Kubernetes to Alibaba Cloud ACK One Registration Cluster

Alibaba Cloud Native

May 5, 2022 · Cloud Native

Achieving Low‑Cost, High‑Elastic Kubernetes Deployments with ACK, ECI, and OpenKruise

This article explains how to use Kubernetes native autoscaling components—HPA, VPA, Cluster Autoscaler—and cloud‑native extensions such as Alibaba Cloud's Virtual Node, Elastic Container Instance, Elastic Workload, and the open‑source OpenKruise to build a cost‑effective, highly elastic architecture on ACK clusters.

Cluster AutoscalerElastic WorkloadHPA

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Achieving Low‑Cost, High‑Elastic Kubernetes Deployments with ACK, ECI, and OpenKruise

Tencent Cloud Developer

Jul 19, 2021 · Cloud Native

Tencent Cloud EKS: The Elegant Balance Between Serverless and Serverful

Tencent Cloud’s Elastic Container Service (EKS) delivers a nodeless, Kubernetes‑compatible platform that blends serverless convenience with serverful flexibility, letting users migrate existing clusters with a single click, run hybrid and big‑data workloads across virtual nodes, and anticipate future usage‑based billing for truly elastic scaling.

Container ServiceEKSKubernetes

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Tencent Cloud EKS: The Elegant Balance Between Serverless and Serverful