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Alibaba Cloud Observability
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Alibaba Cloud Observability

Driving continuous progress in observability technology!

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Recent Articles

Latest from Alibaba Cloud Observability

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Alibaba Cloud Observability
Alibaba Cloud Observability
Mar 16, 2026 · Artificial Intelligence

How LoongSuite Python Probe Simplifies AI Agent Observability

This article explains the observability challenges of modern AI agents—such as context drift, performance spikes, and opaque data semantics—and introduces the LoongSuite Python probe, an OpenTelemetry‑based, zero‑code‑change solution that automatically instruments AI workloads, provides unified GenAI semantics, and offers a three‑step quick‑start for full‑stack tracing.

AI ObservabilityGenAILoongSuite
0 likes · 14 min read
How LoongSuite Python Probe Simplifies AI Agent Observability
Alibaba Cloud Observability
Alibaba Cloud Observability
Mar 9, 2026 · Cloud Native

How LoongCollector’s One‑Time File Collection Simplifies Bulk Log Migration

LoongCollector introduces a One‑Time file collection mode that scans matching files once, records a snapshot, and exits, enabling efficient historic log migration, data back‑fill, and temporary batch processing while providing fine‑grained checkpoints, execution windows, and throttling controls to avoid quota issues and ensure reliable completion.

CheckpointData Migrationlog collection
0 likes · 12 min read
How LoongCollector’s One‑Time File Collection Simplifies Bulk Log Migration
Alibaba Cloud Observability
Alibaba Cloud Observability
Jan 26, 2026 · Cloud Native

How LoongCollector Delivers 10× Throughput and 80% Resource Savings in Cloud‑Native Observability

LoongCollector, the open‑source cloud‑native collector behind Alibaba Cloud's Simple Log Service, achieves ten‑fold higher throughput, up to 80% lower CPU and memory usage, near‑linear scaling, zero‑copy processing, lock‑free event pools and adaptive concurrency, while guaranteeing enterprise‑grade reliability for petabyte‑scale log and metric ingestion.

High ThroughputLoongCollectorObservability
0 likes · 16 min read
How LoongCollector Delivers 10× Throughput and 80% Resource Savings in Cloud‑Native Observability
Alibaba Cloud Observability
Alibaba Cloud Observability
Jan 26, 2026 · Cloud Native

Solving Edge Observability: How LoongCollector Ensures Reliable Data Collection

This article explains the three major challenges of collecting observability data on edge devices—unstable networks, reliable delivery, and bandwidth limits—and shows how LoongCollector’s persistent‑asynchronous architecture, smart back‑pressure, and configurable flow control provide a low‑resource, high‑reliability solution with real‑world performance results.

ObservabilityPerformancecloud-native
0 likes · 14 min read
Solving Edge Observability: How LoongCollector Ensures Reliable Data Collection
Alibaba Cloud Observability
Alibaba Cloud Observability
Jan 19, 2026 · Information Security

How AI Companies Can Overcome Global Compliance Hurdles with Cloud‑Native Log Auditing

The article explains the complex data‑sovereignty and privacy regulations that AI enterprises face when expanding overseas, analyzes the three‑tier "sandwich" data architecture and regional regulatory differences, and demonstrates how Alibaba Cloud Log Service (SLS) and Cloud Monitoring 2.0 provide unified log collection, cross‑domain correlation, risk tracing, and masking functions to achieve continuous, scalable compliance.

AICompliancecloud-native
0 likes · 16 min read
How AI Companies Can Overcome Global Compliance Hurdles with Cloud‑Native Log Auditing
Alibaba Cloud Observability
Alibaba Cloud Observability
Jan 12, 2026 · Cloud Native

How Alibaba Cloud’s One‑Click I/O Diagnosis Detects and Resolves Storage Anomalies

This article explains how Alibaba Cloud CloudMonitor 2.0 integrates SysOM intelligent diagnostics to automatically detect, analyze, and remediate I/O performance issues in multi‑tenant, hybrid‑cloud environments by using dynamic thresholds, a monitor‑first on‑demand capture architecture, and automated root‑cause reporting.

MonitoringOperationsPerformance
0 likes · 13 min read
How Alibaba Cloud’s One‑Click I/O Diagnosis Detects and Resolves Storage Anomalies