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Log Clustering

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ZhongAn Tech Team
ZhongAn Tech Team
Sep 3, 2024 · Big Data

Real-Time Log Clustering Architecture and Continuous Clustering Algorithm

This article presents a comprehensive overview of a log clustering system, detailing its background, architecture based on Filebeat, Kafka, Flink, Elasticsearch, and Grafana, and introduces a continuous clustering algorithm using SimHash and Hamming distance for real‑time log governance and anomaly detection.

FlinkLog ClusteringSimhash
0 likes · 14 min read
Real-Time Log Clustering Architecture and Continuous Clustering Algorithm
High Availability Architecture
High Availability Architecture
May 9, 2018 · Artificial Intelligence

Building a Data‑Driven Intelligent Operations (AIOps) Platform: Architecture, Core Scenarios, and Open‑Source Tools

This article presents a comprehensive guide to constructing a data‑driven AIOps platform, detailing its architecture, core components such as time‑series forecasting, anomaly detection, and pattern clustering, and recommending open‑source projects and practical considerations for implementing intelligent operations in enterprises.

AIOpsAnomaly DetectionIntelligent Operations
0 likes · 13 min read
Building a Data‑Driven Intelligent Operations (AIOps) Platform: Architecture, Core Scenarios, and Open‑Source Tools