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Log Service

15 articles · Page 1 of 1
Alibaba Cloud Observability
Alibaba Cloud Observability
Mar 16, 2026 · Information Security

Secure OpenClaw AI Agents: One‑Click Log Integration & Real‑Time Auditing with Alibaba SLS

This article explains how to connect OpenClaw, a leading AI agent platform, to Alibaba Cloud Log Service (SLS) using the SLS Access Center, providing one‑click log ingestion, built‑in audit and observability dashboards, and detailed guidance for security auditing, cost monitoring, and troubleshooting across multiple data sources.

AI AgentAlibaba CloudCloud Native
0 likes · 29 min read
Secure OpenClaw AI Agents: One‑Click Log Integration & Real‑Time Auditing with Alibaba SLS
Alibaba Cloud Native
Alibaba Cloud Native
Jan 29, 2026 · Cloud Native

How to Build a Production‑Ready AI Platform with Alibaba Cloud SAE & SLS

This article walks through the architectural bottlenecks of scaling Dify AI applications, explains how Alibaba Cloud Serverless Application Engine (SAE) and Log Service (SLS) jointly provide a fully managed, elastic compute base and storage‑separated logging layer, and offers step‑by‑step deployment, performance‑tuning, and analytics guidance for achieving up to 500 QPS with low cost.

Log ServiceSAEai-infrastructure
0 likes · 19 min read
How to Build a Production‑Ready AI Platform with Alibaba Cloud SAE & SLS
Alibaba Cloud Native
Alibaba Cloud Native
Aug 5, 2025 · Cloud Native

Master JSON Log Analysis in Alibaba Cloud SLS: Flatten, Index & AI Query

This guide explains how to efficiently process and analyze massive JSON logs in Alibaba Cloud Log Service (SLS) by flattening data before storage, configuring indexes, leveraging powerful JSON extraction functions, using unnest for array analysis, and employing the AI‑driven SQL Copilot to generate optimal queries, all with practical code examples.

AILog ServiceSLS
0 likes · 12 min read
Master JSON Log Analysis in Alibaba Cloud SLS: Flatten, Index & AI Query
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 30, 2025 · Cloud Native

How to Seamlessly Integrate Multi‑Cloud Data with Alibaba Cloud SLS Object Import

This guide explains the challenges of multi‑cloud data fusion, introduces Alibaba Cloud Log Service (SLS) object import architecture with parallel file discovery and data pulling, details supported file and compression formats, elastic scaling for traffic spikes, and provides step‑by‑step hands‑on tutorials for importing OSS and S3 data, plus real‑world billing and operation audit use cases.

AWS S3Log ServiceMulti-Cloud
0 likes · 18 min read
How to Seamlessly Integrate Multi‑Cloud Data with Alibaba Cloud SLS Object Import
Alibaba Cloud Native
Alibaba Cloud Native
Mar 25, 2025 · Cloud Native

Shift Data Cleaning Server‑Side with SPL: Boost Real‑Time Log Processing

Alibaba Cloud Log Service’s new SPL‑based rule consumption lets users move complex data‑cleaning logic from client code to the server, offering low‑code configuration, high performance, precise filtering, and significant reductions in latency, bandwidth, and compute resources across typical scenarios such as Python SDK processing and Flink integration.

Log ServiceLow-codeSPL
0 likes · 11 min read
Shift Data Cleaning Server‑Side with SPL: Boost Real‑Time Log Processing
Alibaba Cloud Observability
Alibaba Cloud Observability
Mar 24, 2025 · Information Security

DeepSeek ClickHouse Leak: AI Data Risks & Cloud Native Log Service Safeguards

An exposed ClickHouse database at DeepSeek revealed over a million sensitive logs—including chats, API keys, and backend details—highlighting AI data security gaps, while Alibaba Cloud’s Log Service (SLS) offers comprehensive protection through access control, data masking, fine-grained query limits, and real‑time monitoring.

AILog Serviceobservability
0 likes · 11 min read
DeepSeek ClickHouse Leak: AI Data Risks & Cloud Native Log Service Safeguards
Alibaba Middleware
Alibaba Middleware
Feb 7, 2025 · Information Security

What the DeepSeek Attack Reveals About AI Security and Why Observability Is Critical

The large‑scale malicious attack on DeepSeek exposed severe service disruptions, highlighted the AI industry's security vulnerabilities, and prompted a detailed walkthrough of building a comprehensive, observable security stack on Alibaba Cloud using DDoS protection, WAF, load balancing, log services, and anomaly detection.

AI securityAlibaba CloudDDoS protection
0 likes · 15 min read
What the DeepSeek Attack Reveals About AI Security and Why Observability Is Critical
Tencent Cloud Developer
Tencent Cloud Developer
May 8, 2023 · Cloud Native

Modernizing Tencent Cloud Log Service (CLS): Cloud‑Native Architecture, Challenges, and Benefits

Tencent Cloud Log Service was modernized by migrating over 95 % of its components to a cloud‑native stack of containers, Kubernetes, and declarative APIs, addressing chaotic infrastructure, stateful‑to‑stateless conversion, configuration drift, upgrade risk, elastic scaling, traffic protection and observability, which cut costs by more than 20 million CNY, reduced scaling latency by 90 %, and achieved over 99.99 % availability with petabyte‑scale burst handling.

Elastic ScalingLog Servicearchitecture
0 likes · 15 min read
Modernizing Tencent Cloud Log Service (CLS): Cloud‑Native Architecture, Challenges, and Benefits
ITPUB
ITPUB
Sep 24, 2022 · Operations

How Alibaba Cloud Log Service Scales Billion‑Task Scheduling: Design and Practice

This article explains how Alibaba Cloud Log Service implements a billion‑scale task scheduling framework for its observability platform, covering background, task types, design goals, architecture, key design points, and practical examples such as aggregation jobs and various scheduling scenarios.

Log Servicelarge-scalemaster-worker
0 likes · 22 min read
How Alibaba Cloud Log Service Scales Billion‑Task Scheduling: Design and Practice
Big Data Technology Architecture
Big Data Technology Architecture
Sep 18, 2022 · Backend Development

Design and Source Code Analysis of Apache DolphinScheduler

This article provides an in‑depth technical overview of Apache DolphinScheduler, covering its distributed design strategies, fault‑tolerance mechanisms, remote log access, source‑code module breakdown, API interfaces, Quartz integration, master‑worker execution flows, RPC communication, load‑balancing algorithms, logging services, and community contribution guidelines.

DolphinSchedulerFault ToleranceLoad Balancing
0 likes · 47 min read
Design and Source Code Analysis of Apache DolphinScheduler
JD Cloud Developers
JD Cloud Developers
Nov 27, 2020 · Operations

How JD Cloud’s Log Service Powered the Record‑Breaking 11.11 Sale

During JD.com’s 11.11 Global Shopping Festival, the JD Cloud Log Service handled petabyte‑scale log data, delivering real‑time monitoring, cost‑effective storage, high‑availability architecture, circuit‑breaking, rate‑limiting, auto‑scaling and comprehensive dashboards to ensure stable operation of the massive traffic surge.

Cloud ComputingLog ServiceMonitoring
0 likes · 10 min read
How JD Cloud’s Log Service Powered the Record‑Breaking 11.11 Sale