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Latest from Alibaba Cloud Infrastructure

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Alibaba Cloud Infrastructure

Mar 13, 2026 · Cloud Native

Boosting Autonomous Driving Data Pipelines with Koordinator’s ElasticQuota and GPU Sharing

This article details how a leading autonomous‑driving company tackled multi‑tenant resource contention, low GPU utilization, and distributed task dead‑locks on a heterogeneous Kubernetes cluster by adopting Koordinator’s ElasticQuota, Reservation, Gang and Device‑Share features, achieving higher allocation rates, better fairness, and significantly improved GPU efficiency.

Autonomous DrivingElasticQuotaGPU Sharing

0 likes · 20 min read

Boosting Autonomous Driving Data Pipelines with Koordinator’s ElasticQuota and GPU Sharing

Alibaba Cloud Infrastructure

Mar 6, 2026 · Cloud Native

How Shentong Express Cut a Year‑Long Cluster Migration to Months with ACK One Multi‑Cluster Service

Shentong Express faced massive, high‑risk cross‑cluster migration challenges and, by adopting Alibaba Cloud's ACK One MultiClusterService, reduced an expected one‑year migration to a few months with zero code changes, controlled risk, and seamless traffic flow.

ACK OneCloud NativeMultiClusterService

0 likes · 8 min read

How Shentong Express Cut a Year‑Long Cluster Migration to Months with ACK One Multi‑Cluster Service

Alibaba Cloud Infrastructure

Mar 4, 2026 · Cloud Computing

How to Deploy Qwen 3.5‑Plus with CoPaw on Alibaba Cloud ACK/ACS via Agent Sandbox

This guide walks you through deploying the Qwen 3.5‑plus model on Alibaba Cloud ACK/ACS using the ACS Agent Sandbox, creating a CoPaw sandbox, configuring model access, integrating with DingTalk, and optionally using the sandbox’s pause‑and‑wake features.

ACKACSAgent Sandbox

0 likes · 13 min read

How to Deploy Qwen 3.5‑Plus with CoPaw on Alibaba Cloud ACK/ACS via Agent Sandbox

Alibaba Cloud Infrastructure

Mar 3, 2026 · Cloud Native

Why Make PersistentVolume Node Affinity Mutable? Benefits and Risks in Kubernetes

Kubernetes introduced mutable PersistentVolume node affinity to enable flexible online volume management, allowing administrators to adjust node selectors when storage moves across zones or upgrades, but the feature remains alpha, requires careful coordination, and may introduce scheduling race conditions.

AlphaFeatureCloudNativeKubernetes

0 likes · 6 min read

Why Make PersistentVolume Node Affinity Mutable? Benefits and Risks in Kubernetes

Alibaba Cloud Infrastructure

Feb 26, 2026 · Cloud Native

How Alibaba Cloud’s CSI Layered Storage Delivers SSD Speed with Cloud‑Disk Reliability

In the cloud‑native era, Alibaba Cloud’s CSI‑based hierarchical storage combines local NVMe SSD performance with cloud‑disk durability, offering a three‑layer design, operational simplicity, and up to 100× IOPS gains for database and AI workloads.

CSIKubernetesNVMe

0 likes · 7 min read

How Alibaba Cloud’s CSI Layered Storage Delivers SSD Speed with Cloud‑Disk Reliability

Alibaba Cloud Infrastructure

Feb 23, 2026 · Cloud Native

Deploying Qwen 3.5 Multimodal Model on Alibaba Cloud ACK with RoleBasedGroup

This guide details how to deploy the open‑source Qwen 3.5‑397B‑A17B multimodal LLM on Alibaba Cloud ACK using the RoleBasedGroup (RBG) engine, covering model preparation, Kubernetes resources, role‑based orchestration, performance tuning, and benchmark testing.

BenchmarkingCloud Native AIKubernetes

0 likes · 24 min read

Deploying Qwen 3.5 Multimodal Model on Alibaba Cloud ACK with RoleBasedGroup

Alibaba Cloud Infrastructure

Feb 12, 2026 · Cloud Native

How to Seamlessly Move AI Data Between OSS and CPFS with Kubernetes VolumePopulator

This article explains how Kubernetes VolumePopulator can automatically transfer AI training data from low‑cost OSS storage to high‑performance CPFS volumes, enabling on‑demand model loading, cost‑effective hot‑cold data management, and fully automated lifecycle handling in cloud‑native AI workloads.

AI TrainingCPFSKubernetes

0 likes · 9 min read

How to Seamlessly Move AI Data Between OSS and CPFS with Kubernetes VolumePopulator

Alibaba Cloud Infrastructure

Feb 11, 2026 · Cloud Native

How GlobalElasticQuotaTree Enables Elastic Multi‑Cluster Quota Management in Kubernetes

This article explains how GlobalElasticQuotaTree extends Kubernetes native elastic quota to multi‑cluster environments, providing hierarchical quota structures, Min/Max borrowing, cluster‑level control, and workload‑type support to improve resource utilization for AI platforms.

Cloud NativeElasticQuotaKubernetes

0 likes · 9 min read

How GlobalElasticQuotaTree Enables Elastic Multi‑Cluster Quota Management in Kubernetes

Alibaba Cloud Infrastructure

Feb 9, 2026 · Cloud Native

Eliminate Data Bottlenecks in Large‑Scale Argo Workflows with VolumePopulator

By integrating Alibaba Cloud ACK’s Kubernetes VolumePopulator with Argo Workflows, this guide shows how to pre‑populate independent high‑performance volumes for each parallel task, eliminating I/O contention, ensuring data isolation, and enabling scalable, serverless‑accelerated pipelines for large‑scale data processing.

Alibaba Cloud ACKArgo WorkflowsKubernetes

0 likes · 11 min read

Eliminate Data Bottlenecks in Large‑Scale Argo Workflows with VolumePopulator

Alibaba Cloud Infrastructure

Jan 30, 2026 · Artificial Intelligence

Deploy Kimi 2.5 LLM on Alibaba Cloud with SGLang, RBG, and Openclaw

This guide walks through preparing the Kimi 2.5 model, uploading it to OSS, configuring persistent storage, and using SGLang, RoleBasedGroup, and Openclaw to deploy a production‑grade inference service on Alibaba Cloud Kubernetes with step‑by‑step commands and YAML examples.

AIDeploymentKimi

0 likes · 14 min read

Deploy Kimi 2.5 LLM on Alibaba Cloud with SGLang, RBG, and Openclaw