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Tencent Cloud Developer
Tencent Cloud Developer
Jan 7, 2022 · Big Data

Design and Implementation of a Hundred‑Billion‑Scale Real‑Time Monitoring System

The paper details a hundred‑billion‑scale real‑time monitoring system, outlining a layered architecture from collection to alerting, comparing Oceanus + Elastic Stack and Zabbix + Prometheus + Grafana solutions, and showing how targeted optimizations in stream processing and Elasticsearch achieve scalability, low latency, and significant cost savings.

Big DataOceanusPerformance Optimization
0 likes · 19 min read
Design and Implementation of a Hundred‑Billion‑Scale Real‑Time Monitoring System
Yuewen Technology
Yuewen Technology
Jul 9, 2021 · Operations

Mastering Efficient Log Utilization: Best Practices for Logging and Collection

This article outlines how to design, print, collect, and manage online service logs efficiently—covering log levels, key information, formatting, rolling, local vs. remote storage, real‑time collection, and tool selection—to turn logs into a valuable debugging and analytics asset.

FilebeatLoggingOperations
0 likes · 16 min read
Mastering Efficient Log Utilization: Best Practices for Logging and Collection
Architecture Digest
Architecture Digest
Mar 2, 2021 · Operations

Comprehensive Guide to Installing and Configuring Filebeat 7.7.0 for Log Collection

This article provides a detailed tutorial on Filebeat 7.7.0, covering its purpose, architecture, installation via tarball, essential commands, configuration of inputs and outputs (including Logstash and Elasticsearch), keystore usage, module activation, and step‑by‑step verification of log collection in an ELK stack.

ConfigurationELKFilebeat
0 likes · 19 min read
Comprehensive Guide to Installing and Configuring Filebeat 7.7.0 for Log Collection
Cloud Native Technology Community
Cloud Native Technology Community
Nov 21, 2019 · Cloud Native

Observability in Cloud‑Native Applications with Elastic Stack: A Four‑Step Approach

The talk explains how Elastic Stack can be used to achieve comprehensive observability for cloud‑native applications through a four‑step methodology—health checks, metrics, logging, and tracing—detailing the challenges, implementation details, and best practices for monitoring and debugging modern microservice systems.

APMLoggingObservability
0 likes · 10 min read
Observability in Cloud‑Native Applications with Elastic Stack: A Four‑Step Approach
58 Tech
58 Tech
Sep 26, 2019 · Big Data

Design and Implementation of an Elastic Stack Based Centralized Log System for 58 Group

This article describes how 58 Group's DB department evaluated and adopted Elastic Stack to build a scalable, reliable centralized log processing system, detailing its components, four architectural patterns, and a MySQL audit log example for unified log collection, storage, analysis, and alerting.

BeatsElasticsearchKibana
0 likes · 7 min read
Design and Implementation of an Elastic Stack Based Centralized Log System for 58 Group
Architecture Digest
Architecture Digest
Jul 5, 2019 · Operations

The Story of Elasticsearch and the Elastic Stack: From Origins to ELK

This article narrates the origin and evolution of Elasticsearch, its underlying Lucene technology, the surrounding Elastic Stack components such as Logstash, Kibana, and Beats, and illustrates how they together provide powerful search, logging, monitoring, and analytics solutions for modern applications.

BeatsElasticsearchKibana
0 likes · 11 min read
The Story of Elasticsearch and the Elastic Stack: From Origins to ELK
Tencent Cloud Developer
Tencent Cloud Developer
Apr 29, 2019 · Operations

Introduction to Elastic Stack and Building an Automated Log Monitoring System

This guide explains how to combine Tencent Cloud Elasticsearch with the Elastic Stack—Filebeat, Logstash, and Kibana—to automatically collect JSON‑formatted logs from development workflows, route them to dynamically created indices, and visualize status dashboards, while highlighting best‑practice tips for schema design, deduplication, and future scaling.

BeatsElasticsearchKibana
0 likes · 6 min read
Introduction to Elastic Stack and Building an Automated Log Monitoring System
Efficient Ops
Efficient Ops
Oct 18, 2017 · Operations

How Bilibili Scaled Its Log System to 10TB Daily with Elastic Stack

This article details Bilibili's Billions log platform—from its fragmented origins and design goals to the elastic‑stack‑based architecture, shard management, log sampling, custom Go splitters, and monitoring enhancements—highlighting the challenges faced and the roadmap for future improvements.

Big DataOperationsdistributed logging
0 likes · 17 min read
How Bilibili Scaled Its Log System to 10TB Daily with Elastic Stack