This guide explains how Alibaba Cloud's ACK One registered cluster provides multi‑region serverless GPU compute scheduling, addressing AI workload elasticity by using region‑specific labels, ResourcePolicy, and the ack‑co‑scheduler to automatically balance resources across regions.
This article explains how to reduce inference cost and improve performance for large language models on Alibaba Cloud ACK by using Knative's request‑based autoscaling, custom ResourcePolicy priority scheduling, and Fluid data‑caching to achieve elastic scaling, resource pre‑emption, and faster model loading.
This article explains how Serverless elasticity is achieved in Alibaba Cloud Container Service by introducing four configurable plugins—ElasticWorkload, WorkloadSpread, UnitedDeployment, and ResourcePolicy—detailing their core capabilities, technical principles, advantages, real‑world use cases, and guidance for selecting the appropriate solution.
This article explains how to use Alibaba Cloud Container Service (ACK) virtual nodes and Elastic Container Instances (ECI) to achieve second‑scale elasticity, covering installation, ResourcePolicy configuration, zone‑aware scheduling, high‑availability setups, and performance results with concrete YAML examples.
