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ELK

293 articles · Page 3 of 3
Big Data Technology & Architecture
Big Data Technology & Architecture
Jul 28, 2019 · Operations

Comprehensive Guide to Building an ELK Log Management Platform with Kafka and Filebeat

This article provides a detailed tutorial on designing, deploying, and operating an ELK log management platform—including Elasticsearch, Logstash, Kibana, Kafka, and Filebeat—covering architecture options, configuration files, command‑line operations, cluster setup, and best‑practice recommendations for scalable, real‑time log collection and analysis.

ELKElasticsearchFilebeat
0 likes · 22 min read
Comprehensive Guide to Building an ELK Log Management Platform with Kafka and Filebeat
ITPUB
ITPUB
Jul 6, 2019 · Backend Development

How Elasticsearch Revolutionized Search and Logging: The ELK Stack Story

This article narrates the origin and evolution of Elasticsearch, from its Lucene roots through Compass to the modern ELK Stack, illustrating how it simplifies full‑text search, log analysis, and real‑time monitoring for developers and operations teams.

BeatsELKElasticsearch
0 likes · 13 min read
How Elasticsearch Revolutionized Search and Logging: The ELK Stack Story
Efficient Ops
Efficient Ops
Jul 2, 2019 · Operations

How to Collect Nginx Logs with Rsyslog, Kafka, and ELK Without Agents

Learn how to set up agent‑less log collection for Nginx using Rsyslog, forward logs via the omkafka module to a Kafka cluster, and process them with Logstash into Elasticsearch for visualization in Kibana, including installation, configuration, and testing steps.

ELKKafkaLog Collection
0 likes · 15 min read
How to Collect Nginx Logs with Rsyslog, Kafka, and ELK Without Agents
Architecture Digest
Architecture Digest
Jun 19, 2019 · Big Data

Design and Optimization of Large‑Scale Log Systems for High‑Volume Data

This article examines the challenges of handling massive log data in large‑scale e‑commerce platforms, outlines a baseline ELK‑based architecture, discusses real‑time versus near‑real‑time requirements, and presents four optimization strategies—including basic tuning, platform scaling, data partitioning, and system degradation—to improve performance, resource utilization, and reliability.

ELKLog ManagementSystem Optimization
0 likes · 17 min read
Design and Optimization of Large‑Scale Log Systems for High‑Volume Data
Efficient Ops
Efficient Ops
May 9, 2019 · Operations

Master ELK Log Processing: Encoding, Multiline, Grok, and Performance Tuning

This article compiles practical ELK knowledge, covering character‑set conversion, removing unwanted log lines, Grok pattern handling for multi‑line logs, multiline plugin usage in Filebeat and Logstash, date filtering, log type classification, performance optimization, Redis buffering, and Elasticsearch node tuning.

ELKElasticsearchFilebeat
0 likes · 16 min read
Master ELK Log Processing: Encoding, Multiline, Grok, and Performance Tuning
Efficient Ops
Efficient Ops
Apr 21, 2019 · Backend Development

Mastering Elasticsearch: From Inverted Index to Distributed Search

This article walks through the fundamentals of search engines, explaining inverted indexes, the explosion of index size, core Elasticsearch concepts, its distributed architecture, and how it powers the ELK stack for log analysis, all illustrated with clear diagrams and examples.

BackendELKElasticsearch
0 likes · 6 min read
Mastering Elasticsearch: From Inverted Index to Distributed Search
G7 EasyFlow Tech Circle
G7 EasyFlow Tech Circle
Apr 10, 2019 · Operations

Mastering Log Engineering: From Standards to ELK Visualization

This article explains why systematic logging is essential for production debugging, introduces a practical log classification and field schema, describes trace‑ID propagation and performance instrumentation, and walks through building an ELK‑based log collection, storage, and real‑time visualization platform for reliable observability.

ELKloggingobservability
0 likes · 15 min read
Mastering Log Engineering: From Standards to ELK Visualization
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jan 29, 2019 · Operations

How to Optimize Large-Scale Log Systems for Real-Time Monitoring and Scalability

This article examines the design, deployment, and optimization of massive log systems, comparing architectures, discussing real‑time versus near‑real‑time requirements, and presenting practical improvements such as memory, CPU, network tuning, data partitioning, storage reduction, and component upgrades using ELK, Kafka, Fluentd, and HBase.

ELKFluentdKafka
0 likes · 18 min read
How to Optimize Large-Scale Log Systems for Real-Time Monitoring and Scalability
dbaplus Community
dbaplus Community
Jan 16, 2019 · Operations

How to Build an Effective Nginx Monitoring System for E‑Commerce

This article explains how to monitor Nginx in high‑traffic e‑commerce scenarios, covering essential metrics, latency, error and traffic monitoring, saturation analysis, and visualizing data with ELK and Grafana, plus real‑world case studies and practical configuration tips.

ELKNginxPerformance
0 likes · 11 min read
How to Build an Effective Nginx Monitoring System for E‑Commerce
MaGe Linux Operations
MaGe Linux Operations
Dec 30, 2018 · Operations

Step‑by‑Step Guide to Building an ELK Stack on CentOS 6.7

This tutorial walks you through setting up Java, ElasticSearch 2.1.0, Logstash 2.1.1, Kibana 4.3.1, and NGINX on a CentOS 6.7 server, configuring each component, linking them together, and troubleshooting common time‑zone issues so you can visualize logs with Kibana.

CentOSELKElasticsearch
0 likes · 8 min read
Step‑by‑Step Guide to Building an ELK Stack on CentOS 6.7
Efficient Ops
Efficient Ops
Jul 29, 2018 · Operations

How to Build an ELK Log Center for Dockerized Applications

This guide walks you through setting up an ELK stack to collect, forward, and visualize logs from Docker containers, covering Rsyslog configuration, ElasticSearch, Logstash, Kibana, and an Nginx example for end‑to‑end log monitoring.

ELKKibanaLogstash
0 likes · 5 min read
How to Build an ELK Log Center for Dockerized Applications
Efficient Ops
Efficient Ops
Jul 22, 2018 · Operations

Essential ELK Stack Tools to Boost Your DevOps Efficiency

This guide presents a comprehensive overview of essential ELK Stack utilities—including head plugins, Kibana, ElasticHD, Cerebro, security extensions, visualization platforms, automation frameworks, and alerting solutions—complete with brief feature descriptions and direct links, helping developers and operations teams select the right tools to enhance development, monitoring, and maintenance efficiency.

ELKElasticsearchKibana
0 likes · 8 min read
Essential ELK Stack Tools to Boost Your DevOps Efficiency
Architecture Digest
Architecture Digest
Jun 18, 2018 · Operations

Design and Optimization of Large‑Scale Log Systems

This article examines the challenges of handling massive log data in high‑traffic e‑commerce platforms and presents a comprehensive architecture, optimization strategies, and practical implementations—including Rsyslog, Kafka, Fluentd, and the ELK stack—to improve scalability, performance, and reliability of log management systems.

ELKFluentdKafka
0 likes · 17 min read
Design and Optimization of Large‑Scale Log Systems
UCloud Tech
UCloud Tech
Apr 18, 2018 · Big Data

How Elasticsearch Powers Billion‑Record Log Analysis and Full‑Text Search

This article explains how Elasticsearch and the ELK stack address challenges of storing, securing, retrieving, and analyzing massive data volumes by providing distributed real‑time search, log collection, visualization, and even serving as a NoSQL alternative for large‑scale applications.

ELKElasticsearchbig data
0 likes · 7 min read
How Elasticsearch Powers Billion‑Record Log Analysis and Full‑Text Search
MaGe Linux Operations
MaGe Linux Operations
Apr 11, 2018 · Big Data

Master ELK Stack: Install & Configure Elasticsearch, Logstash, Kibana

This step‑by‑step guide walks you through setting up the ELK stack on CentOS 6, covering Elasticsearch repository configuration, Java installation, Elasticsearch tuning, Logstash pipelines, Kibana deployment, Redis integration, and practical log collection for system, Apache, Nginx, and MySQL logs.

ELKElasticsearchInstallation
0 likes · 22 min read
Master ELK Stack: Install & Configure Elasticsearch, Logstash, Kibana
Efficient Ops
Efficient Ops
Apr 8, 2018 · Operations

Why ELK Is the Ultimate Solution for Log Management and Monitoring

This article introduces the ELK stack—Elasticsearch, Logstash, and Kibana—explaining its core components, architecture, comparison with databases and grep, typical use cases across security, networking, and application monitoring, deployment considerations, challenges, SaaS prospects, and recommended learning resources.

ELKElasticsearchLog Management
0 likes · 10 min read
Why ELK Is the Ultimate Solution for Log Management and Monitoring
Efficient Ops
Efficient Ops
Mar 7, 2018 · Operations

Mastering Log Collection: From Daily Ops to the ELK Stack

This article explores the everyday challenges of operations teams handling system, access, runtime, error, and business logs, outlines the pain points of log collection and standardization, and provides a comprehensive guide to implementing the ELK (Elastic) stack—including Elasticsearch, Logstash, and Kibana—for effective monitoring and analysis.

ELKKibanaLog Collection
0 likes · 13 min read
Mastering Log Collection: From Daily Ops to the ELK Stack
ThinkingAgent
ThinkingAgent
Jan 31, 2018 · Operations

Step-by-Step ELK Stack Installation and Configuration Guide

This article provides a detailed, command‑line walkthrough for installing Java, Elasticsearch, Logstash, and Kibana on Ubuntu, configuring each component with example configuration files, and verifying the ELK stack works by sending test data and querying the REST API.

ELKElasticsearchInstallation
0 likes · 5 min read
Step-by-Step ELK Stack Installation and Configuration Guide
MaGe Linux Operations
MaGe Linux Operations
Jan 28, 2018 · Information Security

Essential IT Security Practices Every Ops Engineer Should Master

This article shares a seasoned ops engineer's evolving understanding of IT security, covering network, host, application, data, and web security measures, practical tools like ELK and OSSEC, and actionable recommendations to strengthen system protection against attacks and breaches.

Application SecurityELKIT security
0 likes · 10 min read
Essential IT Security Practices Every Ops Engineer Should Master
37 Interactive Technology Team
37 Interactive Technology Team
Dec 25, 2017 · Operations

Design and Implementation of a Unified Monitoring Dashboard – A Case Study from 37 Interactive Entertainment

In just over a month, 37 Interactive Entertainment transformed its fragmented monitoring wall into a unified, twelve‑screen dashboard by consolidating game and service data into Elasticsearch, creating a single API, and employing modular JavaScript, custom ECharts visualizations and a 3D map, delivering real‑time insights with a cohesive sci‑fi inspired UI.

Data VisualizationELKcase study
0 likes · 7 min read
Design and Implementation of a Unified Monitoring Dashboard – A Case Study from 37 Interactive Entertainment
21CTO
21CTO
Dec 3, 2017 · Operations

Mastering ELK: Choose the Right Log Architecture and Solve Common Issues

This article explains the core components of the ELK stack, compares three typical deployment architectures, and provides practical solutions for multiline log merging, timestamp correction, and module‑based log filtering using Filebeat, Logstash, Kafka, and Kibana.

ELKElasticsearchFilebeat
0 likes · 10 min read
Mastering ELK: Choose the Right Log Architecture and Solve Common Issues
Architecture Digest
Architecture Digest
Dec 2, 2017 · Operations

ELK Stack Deployment Architectures and Common Configuration Solutions

This article introduces the ELK stack components, compares three typical deployment architectures—Logstash‑based, Filebeat‑based, and a Kafka‑enhanced version—and provides practical solutions for multiline log merging, timestamp correction, and module‑based filtering using configuration examples.

ELKFilebeatKibana
0 likes · 10 min read
ELK Stack Deployment Architectures and Common Configuration Solutions
Tencent Database Technology
Tencent Database Technology
Nov 21, 2017 · Operations

Introduction to ELKB: Architecture, Components, and Typical Use Cases of Elasticsearch, Logstash, Kibana, and Beats

The article introduces the ELKB stack—a combination of Elasticsearch, Logstash, Kibana, and Beats—explaining its background, user needs, architecture, component functions, typical scenarios, and the team’s practical implementations for real‑time log and time‑series data processing.

BeatsELKElasticsearch
0 likes · 10 min read
Introduction to ELKB: Architecture, Components, and Typical Use Cases of Elasticsearch, Logstash, Kibana, and Beats
dbaplus Community
dbaplus Community
Nov 19, 2017 · Operations

Designing Scalable Monitoring with ELK and GPE: A Practical Guide

This article outlines a large‑scale monitoring solution for distributed microservice environments, comparing traditional ELK logging with a custom GPE stack (Grafana, Prometheus, Exporter, Consul), detailing architecture, components, workflows, and practical considerations for reliable observability.

ELKGrafanaPrometheus
0 likes · 10 min read
Designing Scalable Monitoring with ELK and GPE: A Practical Guide
Efficient Ops
Efficient Ops
Sep 4, 2017 · Operations

Master Real-Time Log Monitoring with ELK Stack: A Practical Guide

This article explains how the ELK stack—Elasticsearch, Logstash, and Kibana—provides a flexible, low‑learning‑curve solution for real‑time collection, analysis, and visualization of diverse operational metrics and log data, comparing it with Hadoop, Spark, and traditional databases while highlighting its features, configuration, and best practices.

ELKElasticsearch
0 likes · 17 min read
Master Real-Time Log Monitoring with ELK Stack: A Practical Guide
Programmer DD
Programmer DD
Aug 25, 2017 · Backend Development

How to Build a Logback‑ELK Log Collection Server for Spring MVC

This guide walks you through installing and configuring the ELK stack (Elasticsearch, Logstash, Kibana), setting up the required environment, creating Logback and Logstash configurations, and integrating them with a Spring MVC application to collect and visualize Java logs in Kibana.

ELKJavaLog Collection
0 likes · 13 min read
How to Build a Logback‑ELK Log Collection Server for Spring MVC
dbaplus Community
dbaplus Community
Jul 30, 2017 · Information Security

Building an Enterprise‑Grade Server Security Audit System: Design, Tools, and Implementation

This article outlines the motivation, design principles, architecture, component choices, and step‑by‑step implementation of a comprehensive server security audit system, covering server information collection, log gathering, access control checks, local vulnerability detection, abnormal traffic analysis, and integration with ELK, Hadoop, and open‑source tools like Lynis and OSSEC.

ELKLynisOSSEC
0 likes · 20 min read
Building an Enterprise‑Grade Server Security Audit System: Design, Tools, and Implementation
MaGe Linux Operations
MaGe Linux Operations
Jul 10, 2017 · Backend Development

How to Build a Zhihu Crawler with Python, ELK, and Visual Analytics

This article walks through creating a Python-based Zhihu web crawler, detailing the tech stack, data collection, visualization of user demographics and top contributors, the crawler architecture, authorization handling, and suggestions for performance and storage improvements.

ELKWeb ScrapingZhihu
0 likes · 6 min read
How to Build a Zhihu Crawler with Python, ELK, and Visual Analytics
Efficient Ops
Efficient Ops
Jun 11, 2017 · Operations

How Bilibili Scaled Its Ops: From DIY Deployments to Prometheus Monitoring

From early manual deployments to a sophisticated, multi-layered monitoring stack—including ELK, Zabbix, Statsd, Grafana, and Prometheus—Bilibili’s ops team shares the evolution, challenges, and lessons learned in building scalable, automated infrastructure for massive internet traffic.

DevOpsELKGrafana
0 likes · 8 min read
How Bilibili Scaled Its Ops: From DIY Deployments to Prometheus Monitoring
ITPUB
ITPUB
May 23, 2017 · Operations

How to Build a Distributed ELK+Redis Log Collection System on CentOS

This guide walks through setting up a distributed log collection and analysis platform using ELK (Elasticsearch, Logstash, Kibana) together with Redis on two CentOS machines, covering environment preparation, component installation, configuration, testing, and visualizing nginx access logs.

ELKElasticsearchKibana
0 likes · 16 min read
How to Build a Distributed ELK+Redis Log Collection System on CentOS
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
May 11, 2017 · Operations

How Heka + ELK Supercharges Mobile Game Log Management

Discover how integrating Heka with the ELK stack—Elasticsearch, Logstash, and Kibana—enables mobile game developers to efficiently collect, store, analyze, and visualize logs, offering rapid troubleshooting, automated alerts, and scalable AIOps capabilities that boost operational responsiveness and game performance.

AIOpsELKHeka
0 likes · 9 min read
How Heka + ELK Supercharges Mobile Game Log Management
Efficient Ops
Efficient Ops
May 1, 2017 · Backend Development

Why Ignoring Proper Logging Will Crash Your App—and How to Fix It

This article explains why developers must adopt mature logging frameworks, use log levels, split logs by time or size, choose appropriate storage backends, and consider unified platforms and real‑time analysis tools like ELK to ensure reliable debugging and monitoring in production.

BackendELKLog Management
0 likes · 8 min read
Why Ignoring Proper Logging Will Crash Your App—and How to Fix It
DevOps
DevOps
Apr 25, 2017 · Operations

Analyzing and Visualizing Docker Logs with the ELK Stack (Part Two)

This article explains how to analyze and visualize Docker container logs using the ELK stack, covering preparation, parsing tips, Kibana query techniques, and example visualizations to help monitor Dockerized environments effectively in production.

ELKKibanadocker
0 likes · 7 min read
Analyzing and Visualizing Docker Logs with the ELK Stack (Part Two)
MaGe Linux Operations
MaGe Linux Operations
Mar 26, 2017 · Operations

Deploy an ELK Stack Quickly with Docker Compose

This guide explains how to set up the ELK (Elasticsearch, Logstash, Kibana) logging platform using Docker Compose, covering prerequisites, environment configuration, single‑host and multi‑host deployments, and verification steps to get a functional ELK stack in minutes.

ELKElasticsearchKibana
0 likes · 6 min read
Deploy an ELK Stack Quickly with Docker Compose
Qunar Tech Salon
Qunar Tech Salon
Mar 1, 2017 · Big Data

Building Prism: Qunar’s Real‑Time Data Platform and DevOps Journey

The article describes how Qunar designed and evolved its Prism real‑time data platform—leveraging ELK, Kafka, Spark, Docker, and Mesos—to improve data collection, monitoring, and analysis, reduce deployment time, and support scalable DevOps operations across the company.

ELKKafkaReal-time Data
0 likes · 11 min read
Building Prism: Qunar’s Real‑Time Data Platform and DevOps Journey
Efficient Ops
Efficient Ops
Mar 1, 2017 · Operations

How to Build an Effective APM Platform for Enterprise IT Operations

This article shares practical insights from a senior network manager on why enterprises need Application Performance Management, how to visualize, automate, and intelligent‑ly monitor network infrastructure, define KPI metrics, select tools like Zabbix and ELK, and implement a custom APM platform to improve reliability and reduce operational friction.

APMELKIT Operations
0 likes · 19 min read
How to Build an Effective APM Platform for Enterprise IT Operations
Java Backend Technology
Java Backend Technology
Mar 1, 2017 · Operations

Master ELK Stack on Ubuntu: Step-by-Step Logstash & Filebeat Setup

Learn how to install and configure the ELK stack (Elasticsearch, Logstash, Kibana, and Filebeat) on Ubuntu 16.04, covering architecture, component roles, download sources, command-line installation, pipeline testing, and integration of Filebeat for real-time log collection and visualization.

ELKElasticsearchFilebeat
0 likes · 10 min read
Master ELK Stack on Ubuntu: Step-by-Step Logstash & Filebeat Setup
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Feb 23, 2017 · Operations

How to Build a Centralized Log System with the ELK Stack: Step‑by‑Step Installation Guide

This article explains the concept of centralized logging, introduces the ELK stack (Elasticsearch, Logstash, Kibana), compares it with other log solutions, and provides a detailed, cross‑platform installation and configuration guide for Ubuntu 14.04 and CentOS 7.1, including SSL setup and Nginx reverse‑proxy.

ELKElasticsearchInstallation
0 likes · 18 min read
How to Build a Centralized Log System with the ELK Stack: Step‑by‑Step Installation Guide
MaGe Linux Operations
MaGe Linux Operations
Nov 4, 2016 · Operations

Compile a Custom Bash to Audit Root Commands per User with ELK

This guide shows how to compile a modified Bash shell that records each root command with user‑specific identifiers, integrates the logs into an ELK stack, and configures SSH key‑based authentication and server scripts to achieve fine‑grained audit of root activities in Linux environments.

ELKroot auditsyslog
0 likes · 11 min read
Compile a Custom Bash to Audit Root Commands per User with ELK
ITPUB
ITPUB
Sep 29, 2016 · Operations

Build a Log Analysis Platform in 30 Minutes with ELK, Ansible, and Vagrant

This tutorial shows how to quickly set up a log analysis platform using the ELK stack, OpenResty, Ansible, and Vagrant, covering architecture, required tools, server provisioning, deployment commands, testing procedures, and next‑step enhancements for real‑world use.

ELKElasticsearchKibana
0 likes · 10 min read
Build a Log Analysis Platform in 30 Minutes with ELK, Ansible, and Vagrant
MaGe Linux Operations
MaGe Linux Operations
Aug 28, 2016 · Operations

Step-by-Step Guide to Installing the ELK Stack on Linux

This article walks through the full ELK Stack installation on a Linux test environment, covering component overview, host planning, required packages, detailed command‑line steps for Elasticsearch, Logstash, Kibana and Filebeat, and the necessary firewall and service checks.

ELKElasticsearchFilebeat
0 likes · 13 min read
Step-by-Step Guide to Installing the ELK Stack on Linux
Ctrip Technology
Ctrip Technology
Aug 26, 2016 · Information Security

Ctrip Information Security Salon Summary – Cloud WAF, Big Data Analysis, ELK Monitoring, and Recruitment Highlights

The Ctrip Information Security Salon held on August 20 in Shanghai featured expert talks on cloud‑based WAF, big‑data security analytics, ELK‑driven monitoring, product security practices, and concluded with a recruitment drive for security engineers, showcasing practical implementations and industry challenges.

Cloud WAFCtripELK
0 likes · 8 min read
Ctrip Information Security Salon Summary – Cloud WAF, Big Data Analysis, ELK Monitoring, and Recruitment Highlights
Qunar Tech Salon
Qunar Tech Salon
Aug 23, 2016 · Backend Development

Evolution of Qunar Flight Ticket Transaction System Architecture and Database Refactoring

This article details the step‑by‑step evolution of Qunar's domestic flight ticket transaction system, covering early monolithic design, service‑oriented decomposition, database schema migration, adoption of non‑relational storage, and the implementation of an ELK‑based logging and monitoring platform to improve scalability and maintainability.

ELKorder managementservice decomposition
0 likes · 22 min read
Evolution of Qunar Flight Ticket Transaction System Architecture and Database Refactoring
360 Quality & Efficiency
360 Quality & Efficiency
May 13, 2016 · Operations

Practical Thoughts on Applying ELK for Log Monitoring

This article shares the author's experience and lessons learned while building a log‑monitoring framework with the ELK stack, discussing performance issues, configuration of Logstash filters using Grok, and practical tips for deploying ElasticSearch, Logstash, and Kibana in production environments.

ELKElasticsearchKibana
0 likes · 8 min read
Practical Thoughts on Applying ELK for Log Monitoring
Efficient Ops
Efficient Ops
Feb 1, 2016 · Operations

Mastering Log Management: Step-by-Step ELK Stack Installation on CentOS

This guide walks you through the fundamentals of big‑data characteristics, the challenges of log management for small‑scale operations, and provides a detailed, step‑by‑step tutorial for installing and configuring the ELK stack (Elasticsearch, Logstash, Kibana) on a CentOS 6.6 server, including all required dependencies.

CentOSELKElasticsearch
0 likes · 15 min read
Mastering Log Management: Step-by-Step ELK Stack Installation on CentOS
ITPUB
ITPUB
Jan 20, 2016 · Big Data

How Meizu Built an Agile Big Data Platform for Millions of Users

The Meizu Tech Open Day showcased the company's rapid evolution to a data‑driven mobile internet firm, detailing its DW1.0 and DW2.0 data‑warehouse architectures, recommendation pipelines, Spark adoption, and ELK‑based log analytics, while sharing practical lessons and future challenges.

ELKSparkbig data
0 likes · 11 min read
How Meizu Built an Agile Big Data Platform for Millions of Users
Efficient Ops
Efficient Ops
Jan 12, 2016 · Operations

Mastering PaaS Operations: From Cloud1.0 to Resource‑Centric Architecture

This article explores the evolution of cloud platforms—from early virtualization (Cloud1.0) through resource‑centric Cloud2.0 to application‑centric PaaS (Cloud3.0)—detailing essential operations tasks such as resource allocation, deployment, service discovery, and log management, and outlining practical design choices using Docker, Mesos, and ELK.

Cloud ComputingELKPaaS
0 likes · 15 min read
Mastering PaaS Operations: From Cloud1.0 to Resource‑Centric Architecture
21CTO
21CTO
Jan 9, 2016 · Big Data

How We Scaled Real‑Time Log Analysis to 2 TB Daily with ELK

This article shares the author's practical experience building a real‑time log analysis platform at Sina, covering service scope, ELK architecture, performance optimizations, usability improvements, new features, common pitfalls, and a concise Q&A for engineers handling massive log streams.

ELKElasticsearchKafka
0 likes · 12 min read
How We Scaled Real‑Time Log Analysis to 2 TB Daily with ELK
Ctrip Technology
Ctrip Technology
Oct 30, 2015 · Backend Development

Highlights from the 4th ESCC Domestic Developer Conference in Shanghai

The fourth ESCC domestic developer conference held at Ctrip's headquarters in Shanghai gathered around 100 engineers to share ElasticSearch product roadmaps, core search system experiences, Kibana 4 features, and best practices for building high‑throughput ELK clusters.

ELKbackend developmentconference
0 likes · 2 min read
Highlights from the 4th ESCC Domestic Developer Conference in Shanghai
Architect
Architect
Sep 17, 2015 · Operations

Mesos‑Based Log Platform Architecture and Practices at Qunar DevOps

This article describes how Qunar's DevOps team built a Mesos‑powered log analysis platform using ELK, Marathon, Chronos, and custom monitoring frameworks, detailing deployment architecture, resource management, container logging, image handling, and operational lessons learned.

ChronosDevOpsELK
0 likes · 15 min read
Mesos‑Based Log Platform Architecture and Practices at Qunar DevOps
Architect
Architect
Jul 11, 2015 · Backend Development

From Zero to One: Architecture and Development Practices of the Meiya Beauty Video Community

The article shares Meiya's journey from a small startup to a full‑featured beauty video platform, detailing common early‑stage challenges, communication and protocol strategies, RESTful API design, development workflow, toolchain choices like Laravel, DB migrations, iOS libraries, ELK logging, and DevOps automation with SaltStack.

API DesignDevOpsELK
0 likes · 12 min read
From Zero to One: Architecture and Development Practices of the Meiya Beauty Video Community
Efficient Ops
Efficient Ops
Jun 1, 2015 · Operations

Unlock Real-Time Log Analysis with ELK: From Basics to Advanced Practices

This article explores how the ELK stack can transform large‑scale log processing into fast, flexible, and interactive analysis for troubleshooting, security auditing, and monitoring, sharing practical examples, common pitfalls, and best‑practice recommendations from real‑world deployments at Sina.

ELKElasticsearchKibana
0 likes · 13 min read
Unlock Real-Time Log Analysis with ELK: From Basics to Advanced Practices