For uninterrupted computing services
This article explains the concept of process hotspot tracing, analyzes common performance pain points in cloud‑native environments, and details Sysom's solution—including stack unwinding, symbol resolution, flame‑graph generation, and real‑world case studies—to help developers and operators quickly locate and resolve system bottlenecks.
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 guide explains how Alibaba Cloud ACK Backup Center enables data protection, backup, and cross‑cluster migration of Kubernetes Persistent Volumes by leveraging the Data Protection feature, illustrating configuration steps, backup and restore workflows, and practical YAML examples.
This guide explains how to deploy large language model inference services on a GPU-enabled Kubernetes cluster, configure ACK Gateway with AI Extension for intelligent routing and load balancing, and perform gray releases for both LoRA fine‑tuned models and base models such as QwQ‑32B and DeepSeek‑R1, including step‑by‑step commands and validation procedures.
This guide demonstrates how to deploy the QwQ‑32B large language model on an Alibaba Cloud ACK cluster, configure OSS storage, enable the ACK Gateway with AI Extension, set up InferencePool and InferenceModel resources, and benchmark intelligent routing versus standard gateway routing, revealing latency and throughput improvements.
This case study describes how Qimai Technology, a SaaS provider for offline stores, tackled rapid cloud cost growth by establishing a cost center that uses CMDB mapping, Alibaba Cloud ACK Cost V2 API, and static and dynamic allocation rules to achieve fine‑grained resource cost distribution and improve financial transparency.
This article explains how to use Alibaba Cloud Service Mesh (ASM) traffic‑scheduling suite to implement rich traffic‑control scenarios such as per‑user rate limiting, request queuing and priority scheduling in a Kubernetes environment, providing step‑by‑step deployment, configuration and verification instructions.
This guide walks you through using Alibaba Cloud Container Compute Service (ACS) to provision GPU resources, prepare the QwQ-32B model, configure persistent storage, deploy the model with vLLM, set up OpenWebUI, verify the service, and optionally benchmark its performance, all with detailed commands and YAML examples.
This guide explains how to deploy the QwQ-32B large language model using vLLM on an Alibaba Cloud ACK Kubernetes cluster, configure storage, set up OpenWebUI, enable ACK Gateway with AI Extension for intelligent routing, and benchmark the inference service performance.
This article examines how Apache Iceberg’s snapshot‑based ACID transactions, logical‑physical partition evolution, and COW/MOR update modes enable efficient real‑time data lake ingestion, and demonstrates AutoMQ’s Kafka‑to‑Iceberg Table Topic solution that simplifies schema management, reduces latency, and cuts operational costs.
