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Alibaba Cloud Big Data AI Platform
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Alibaba Cloud Big Data AI Platform

The Alibaba Cloud Big Data AI Platform builds on Alibaba’s leading cloud infrastructure, big‑data and AI engineering capabilities, scenario algorithms, and extensive industry experience to offer enterprises and developers a one‑stop, cloud‑native big‑data and AI capability suite. It boosts AI development efficiency, enables large‑scale AI deployment across industries, and drives business value.

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Recent Articles

Latest from Alibaba Cloud Big Data AI Platform

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Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 8, 2025 · Artificial Intelligence

From Chain‑of‑Thought to Self‑Evolving Agents: Lessons from Alibaba’s Intelligent Ops

This article traces the evolution of Alibaba’s intelligent agents from the initial chain‑of‑thought design through instantiation, structuring, self‑evolution, and middleware integration, highlighting practical challenges, architectural refinements, and open‑source tools for large‑scale AI operations.

AI engineeringAgentMiddleware
0 likes · 16 min read
From Chain‑of‑Thought to Self‑Evolving Agents: Lessons from Alibaba’s Intelligent Ops
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 8, 2025 · Artificial Intelligence

What Von Neumann’s Brain Theory Reveals About Prompt Engineering for LLMs

The article explores how Von Neumann’s insights on the brain‑computer analogy illuminate modern large‑language‑model prompt engineering, comparing logical reasoning chains, memory mechanisms, and DSL‑driven computation to improve accuracy, reduce hallucinations, and balance reasoning depth with precise calculation.

DSLRAGReasoning
0 likes · 14 min read
What Von Neumann’s Brain Theory Reveals About Prompt Engineering for LLMs
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 7, 2025 · Big Data

How Flink ML Transforms Intelligent Operations: Real‑Time Anomaly Detection, Forecasting & Log Clustering

This article explains how Alibaba Cloud’s big‑data platform leverages Flink ML to build an intelligent‑operations service that tackles stability, cost and efficiency challenges through time‑series anomaly detection, forecasting and streaming log‑clustering, dramatically reducing latency, complexity and operational overhead.

FlinkIntelligent OperationsLog Clustering
0 likes · 25 min read
How Flink ML Transforms Intelligent Operations: Real‑Time Anomaly Detection, Forecasting & Log Clustering
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 7, 2025 · Operations

How Alibaba Scales Flink to Millions of Cores: Real‑Time Ops Secrets

This article details Alibaba's decade‑long evolution of its real‑time computing platform, the massive operational challenges of managing Flink clusters at million‑core scale, and the comprehensive strategies—including SLA metrics, self‑healing services, cloud‑native redesign, and job‑level advisory tools—used to ensure stability, cost efficiency, and performance during peak events like Double‑11.

Apache FlinkCluster operationsJob Advisory
0 likes · 19 min read
How Alibaba Scales Flink to Millions of Cores: Real‑Time Ops Secrets
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 7, 2025 · Cloud Native

How GitOps Powers Cloud‑Native Large‑Scale Cluster Management

This article details Alibaba Cloud's intelligent operations team’s challenges and solutions for managing thousands of cloud‑native clusters, covering their multi‑layered operation architecture, GitOps workflow, infrastructure‑as‑code integration, and the role of AI‑driven intelligent operations in large‑scale environments.

GitOpsKubernetescloud-native
0 likes · 23 min read
How GitOps Powers Cloud‑Native Large‑Scale Cluster Management
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 7, 2025 · Operations

How OAM Transforms Cloud‑Native Application Deployment and Operations

This article introduces the Open Application Model (OAM), explains its key features—application‑first design, clear extensibility, and cloud‑agnosticism—and demonstrates how Alibaba’s SREWorks leverages OAM to enable modular, plug‑in‑driven, multi‑cloud, scalable application deployment, management, and lifecycle operations.

Application DeploymentOAMSREWorks
0 likes · 8 min read
How OAM Transforms Cloud‑Native Application Deployment and Operations
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 7, 2025 · Cloud Native

Mastering Helm: Simplify Kubernetes Deployments with Powerful Package Management

Helm, the Kubernetes package manager, streamlines the creation, packaging, configuration, and deployment of complex applications by bundling multiple YAML resources into reusable charts, offering lifecycle management, command‑line convenience, ecosystem plugins, secret handling, debugging tools, and addressing both its advantages and limitations within SREWorks.

HelmSREWorkscloud-native
0 likes · 12 min read
Mastering Helm: Simplify Kubernetes Deployments with Powerful Package Management