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 Infrastructure

Feb 10, 2025 · Artificial Intelligence

Hybrid Cloud Elastic LLM Inference Solution with ACK Edge and KServe

This article presents a hybrid‑cloud solution that uses ACK Edge and KServe to dynamically allocate on‑premise and cloud GPU resources for large‑language‑model inference, addressing tidal traffic patterns, reducing costs, and ensuring high availability through elastic scaling and custom scheduling policies.

ACK@EdgeAuto ScalingKServe

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Hybrid Cloud Elastic LLM Inference Solution with ACK Edge and KServe

Alibaba Cloud Infrastructure

Jan 14, 2025 · Cloud Native

Managing Distributed ECS Resources with ACK Edge and Kubernetes

This guide explains how to use Alibaba Cloud's ACK Edge to create a secure, high‑availability Kubernetes cluster that unifies management and scheduling of ECS instances across multiple VPCs, regions, and accounts, with detailed scenarios, advantages, step‑by‑step procedures, and sample YAML deployments.

ACK@EdgeDaemonSetDistributed Resources

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Managing Distributed ECS Resources with ACK Edge and Kubernetes

Alibaba Cloud Native

Dec 19, 2019 · Cloud Native

How Cloud‑Native Tech Bridges Cloud and Edge: Kubernetes at the Edge Explained

This article explores how cloud‑native principles and Kubernetes enable seamless integration of cloud and edge computing, detailing the challenges of edge infrastructure, the layered architecture of Kubernetes, the evolution of Alibaba Cloud's ACK@Edge service, real‑world use cases, and practical Q&A for developers.

ACK@EdgeContainer ServicesDevOps

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How Cloud‑Native Tech Bridges Cloud and Edge: Kubernetes at the Edge Explained