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Alibaba Cloud Infrastructure
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
Alibaba Cloud Infrastructure
Sep 5, 2024 · Artificial Intelligence

Deploying NVIDIA NIM on Alibaba Cloud ACK with Cloud‑Native AI Suite: A Step‑by‑Step Guide

This guide explains how to quickly build a high‑performance, observable, and elastically scalable LLM inference service by deploying NVIDIA NIM on an Alibaba Cloud ACK cluster using the Cloud‑Native AI Suite, KServe, Prometheus, Grafana, and custom autoscaling based on request‑queue metrics.

Alibaba Cloud ACKAutoscalingGrafana
0 likes · 15 min read
Deploying NVIDIA NIM on Alibaba Cloud ACK with Cloud‑Native AI Suite: A Step‑by‑Step Guide
Alibaba Cloud Native
Alibaba Cloud Native
Feb 14, 2022 · Cloud Native

How to Overcome CPU Throttling and NUMA Bottlenecks in Cloud‑Native Containers

This article explains why container workloads suffer from CPU throttling and NUMA‑related performance loss in cloud‑native environments, examines Kubelet's CPU allocation policies, demonstrates the impact of CPU bursts and topology‑aware scheduling, and shows how Alibaba Cloud ACK mitigates these issues with concrete data.

Alibaba Cloud ACKCPU BurstCPU throttling
0 likes · 11 min read
How to Overcome CPU Throttling and NUMA Bottlenecks in Cloud‑Native Containers