BestHub
Sign in
Tagged articles

CMDB

86 articles · Page 1 of 1
Linyb Geek Road
Linyb Geek Road
Aug 2, 2026 · Operations

How to Build a Systematic Enterprise Monitoring Architecture

This article outlines a comprehensive, step‑by‑step approach for constructing a systematic enterprise monitoring system, covering the four core technical modules (collection, data, operators, alerts), designing a layered metric framework, and establishing a health‑management lifecycle that includes proactive alert prevention, real‑time handling, and post‑incident review.

CMDBIncident ManagementMonitoring
0 likes · 21 min read
How to Build a Systematic Enterprise Monitoring Architecture
Zhongtong Tech
Zhongtong Tech
Jun 26, 2026 · Operations

How Zedge Unified Edge Management Platform Solves Nationwide Distributed Edge Operations

The article details how a two‑year, full‑stack overhaul of a nationwide edge infrastructure—replacing fragmented VM deployments with a KubeEdge‑based Zedge platform, unified CMDB, WebSSH, and Workflow automation—cut version‑release cycles from weeks to minutes, reduced hardware costs by two‑thirds, and boosted operational efficiency by over ten times while strengthening security.

ARMAutomationCMDB
0 likes · 15 min read
How Zedge Unified Edge Management Platform Solves Nationwide Distributed Edge Operations
dbaplus Community
dbaplus Community
May 28, 2026 · Operations

How to Accidentally Create a CMDB Data Dump – The 85% Failure Playbook

The article satirically outlines four common ways CMDB projects become unusable—over‑recording assets, buying tools without process changes, reckless auto‑discovery, and isolating the database from business—then offers concrete anti‑pattern fixes and governance tips to turn a failing CMDB into a reliable digital foundation.

CMDBData GovernanceIT Operations
0 likes · 8 min read
How to Accidentally Create a CMDB Data Dump – The 85% Failure Playbook
dbaplus Community
dbaplus Community
Apr 2, 2026 · Operations

Why Most CMDB Projects Fail and How to Build a Sustainable Data Engine

The article analyzes common pitfalls of CMDB implementations, explains why overly comprehensive models collapse, and proposes a consumption‑driven, federated, and automation‑focused approach that integrates monitoring, ITSM, and FinOps to achieve continuous data quality and business value.

AutomationCMDBData Governance
0 likes · 13 min read
Why Most CMDB Projects Fail and How to Build a Sustainable Data Engine
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Mar 12, 2025 · Cloud Computing

FinOps Case Study: Building a Cloud Cost Center at Qimai Technology

This case study describes how Qimai Technology, a SaaS provider for offline stores, tackled rapid cloud cost growth by establishing a cost center that uses CMDB mapping, Alibaba Cloud ACK Cost V2 API, and static and dynamic allocation rules to achieve fine‑grained resource cost distribution and improve financial transparency.

ACKCMDBCloud Cost Management
0 likes · 7 min read
FinOps Case Study: Building a Cloud Cost Center at Qimai Technology
Efficient Ops
Efficient Ops
Mar 18, 2024 · Operations

How to Implement Fault Self‑Healing for Scalable Operations

This article explains why low‑disk alerts demand automation, outlines the concept of fault self‑healing versus manual response, and provides practical guidelines—including standards, monitoring dimensions, CMDB integration, script execution tools, and notification channels—to build a reliable self‑healing system for large‑scale environments.

CMDBMonitoringfault self-healing
0 likes · 10 min read
How to Implement Fault Self‑Healing for Scalable Operations
DevOps
DevOps
Mar 13, 2024 · Cloud Native

Integrating CMDB with Cloud‑Native Container Workloads Using Init Containers, Hooks, and Event Monitoring

The article examines how CMDB can be combined with cloud‑native container architectures by leveraging Kubernetes init containers, lifecycle hooks (PostStart and PreStop), and an event‑monitoring‑to‑MQ pipeline, discussing the technical rationale, implementation details, advantages, and challenges of each approach.

CMDBCloudNativeEventMonitoring
0 likes · 9 min read
Integrating CMDB with Cloud‑Native Container Workloads Using Init Containers, Hooks, and Event Monitoring
DevOps
DevOps
Feb 21, 2024 · Operations

When Operations Are Stuck: Embrace Change or Remain Stagnant?

The article examines common operational pain points such as cumbersome release processes, lack of standardization, and weak security controls, then presents community suggestions emphasizing automation, standardized workflows, CMDB, and AI‑driven SRE tools, concluding that clear direction outweighs perfect execution.

AICMDBSRE
0 likes · 6 min read
When Operations Are Stuck: Embrace Change or Remain Stagnant?
Efficient Ops
Efficient Ops
Aug 27, 2023 · Operations

Why Do CMDB Projects Fail? Lessons from Tech Leaders, Developers, and Ops

This article compiles insights from technical leaders, developers, product managers, and operations staff on building effective CMDBs, highlighting common pitfalls, essential success factors, Huawei’s experience, and practical lessons for improving data modeling, automation, and cross‑team collaboration.

CMDBDevOpsIT Service Management
0 likes · 7 min read
Why Do CMDB Projects Fail? Lessons from Tech Leaders, Developers, and Ops
Efficient Ops
Efficient Ops
May 30, 2023 · Operations

Mastering Fault Self-Healing: Automate Disk Alerts and Scale Operations

Discover how to transform nightly disk‑space alerts into automated self‑healing workflows, covering prerequisite standards, multi‑dimensional monitoring, CMDB integration, script‑based remediation, and multi‑channel notifications to scale operations across thousands of servers without manual intervention.

CMDBDevOpsOperations Automation
0 likes · 10 min read
Mastering Fault Self-Healing: Automate Disk Alerts and Scale Operations
Efficient Ops
Efficient Ops
Apr 2, 2023 · Operations

Turning CMDB Data into Actionable Capacity Management for IT Operations

This article explores how CMDB data can be leveraged for proactive capacity assessment, outlining mechanisms, goals, metrics, evaluation types, baselines, and a tool design that integrates metric, policy, evaluation, and reporting functions to enhance IT asset efficiency and risk mitigation.

CMDBCapacity ManagementIT asset
0 likes · 11 min read
Turning CMDB Data into Actionable Capacity Management for IT Operations
Efficient Ops
Efficient Ops
Mar 1, 2023 · Operations

How China Galaxy Securities Achieved Leading‑Edge DevOps Maturity with CMDB Platform

China Galaxy Securities’ CMDB platform recently earned an excellent rating in the China Academy of Information and Communications Technology’s DevOps system and tool standards, showcasing how standardized, tool‑enabled DevOps practices can boost efficiency, safety, and digital transformation for large financial enterprises.

CMDBDevOpsFinancial Services
0 likes · 11 min read
How China Galaxy Securities Achieved Leading‑Edge DevOps Maturity with CMDB Platform
ITPUB
ITPUB
Nov 27, 2022 · Operations

How to Build an Automated Fault‑Self‑Healing System for Large‑Scale Operations

This article explains why nightly disk‑space alerts demand automated fault‑self‑healing, outlines the necessary process standards, describes monitoring platform dimensions, details a multi‑source self‑healing platform with CMDB integration, and provides practical options for script execution and result notification.

CMDBDevOpsOperations Automation
0 likes · 9 min read
How to Build an Automated Fault‑Self‑Healing System for Large‑Scale Operations
dbaplus Community
dbaplus Community
Nov 7, 2022 · Operations

Automating Fault Self‑Healing: A Practical Guide for Operations Teams

This article explains why disk‑space alerts demand automated handling, introduces the concept of fault self‑healing, outlines required process standards, describes monitoring platform dimensions, details a multi‑source self‑healing platform architecture, and offers practical steps for integration, notification, and continuous improvement.

CMDBMonitoringOperations
0 likes · 9 min read
Automating Fault Self‑Healing: A Practical Guide for Operations Teams
Efficient Ops
Efficient Ops
Aug 31, 2022 · Operations

How to Build Scalable Fault Self‑Healing for Modern Operations

This article explains why traditional manual responses to alerts are insufficient, outlines the concept of fault self‑healing, and provides a step‑by‑step guide on establishing standards, monitoring dimensions, a unified CMDB, automation tools, and notification channels to achieve automated recovery at scale.

CMDBfault self-healing
0 likes · 9 min read
How to Build Scalable Fault Self‑Healing for Modern Operations
DevOps
DevOps
Jul 7, 2022 · Operations

Why CMDB Fails and How to Build a Sustainable Configuration Management Database

This article explains the fundamentals of CMDB, why static and dynamic implementations often lose longevity, and proposes a first‑principles‑based approach—including relationship design, CI attribute classification, and a 3C (Core‑Connection‑Closed‑Loop) method—to create a durable configuration management database for IT operations.

CI RelationshipsCMDBDynamic CMDB
0 likes · 11 min read
Why CMDB Fails and How to Build a Sustainable Configuration Management Database
Efficient Ops
Efficient Ops
Mar 2, 2021 · Operations

Scaling a Mobile Trading App: Ops, CMDB, and Full‑Chain Stress Testing

In this talk, Guoxin Securities’ operations expert Cai Hua outlines the architecture and massive user base of the Gold Sun mobile trading app, examines the unique operational challenges of securities platforms, and details the company’s comprehensive technical‑operations framework—including CMDB accuracy, automation, standardized release pipelines, multi‑layer monitoring, and full‑chain capacity testing—to ensure stability, scalability, and future innovation.

CMDBDevOps
0 likes · 23 min read
Scaling a Mobile Trading App: Ops, CMDB, and Full‑Chain Stress Testing
dbaplus Community
dbaplus Community
Mar 1, 2021 · Operations

How We Built a Scalable DevOps Toolchain for Faster Product Delivery

This article explains how a rapidly growing tech team re‑engineered its DevOps toolchain—covering planning, building, testing, releasing, monitoring, CMDB design, and CI/CD improvements—to boost development efficiency, reduce coordination costs, and support a container‑based micro‑service architecture.

CI/CDCMDBDevOps
0 likes · 12 min read
How We Built a Scalable DevOps Toolchain for Faster Product Delivery
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Dec 2, 2020 · Industry Insights

Why Service Governance Is Critical for Large‑Scale Systems and How to Build It

Managing hundreds or thousands of tightly coupled services inevitably creates diverse operational challenges, so effective service governance—covering definition, lifecycle, versioning, registration, monitoring, ownership, testing, and security—is essential, and can be realized through a unified DevOps‑driven platform.

CMDBOperationsService Governance
0 likes · 12 min read
Why Service Governance Is Critical for Large‑Scale Systems and How to Build It
Yanxuan Tech Team
Yanxuan Tech Team
Nov 18, 2020 · Operations

How Yanxuan Boosted Development Efficiency with a Unified DevOps Toolchain

This article explains how Yanxuan tackled growing development demands by redesigning its DevOps toolchain—covering CMDB, monitoring, CI/CD challenges, and a unified efficiency platform—to improve delivery speed, reduce collaboration costs, and support a container‑based, cloud‑native architecture.

CI/CDCMDBtoolchain
0 likes · 11 min read
How Yanxuan Boosted Development Efficiency with a Unified DevOps Toolchain
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Nov 18, 2020 · Operations

Building a DevOps Toolchain for R&D Efficiency at Yanxuan

Yanxuan revamped its DevOps toolchain—integrating a unified CMDB, layered monitoring, standardized CI/CD artifact flow, and the Overmind R&D efficiency platform—to streamline planning, coding, testing, deployment, and monitoring, thereby reducing collaboration costs, accelerating delivery, and maintaining quality as the organization scales to hundreds of engineers.

CI/CDCMDBDevOps
0 likes · 12 min read
Building a DevOps Toolchain for R&D Efficiency at Yanxuan
Efficient Ops
Efficient Ops
May 20, 2020 · Operations

How to Build a Sustainable CMDB: Three Essential Phases for Reliable Operations

This article explains how to design, implement, and maintain a robust Configuration Management Database (CMDB) by focusing on simple modeling, establishing data closure loops, and efficiently handling existing inventory, while leveraging Kafka, Flink, Elasticsearch, and Neo4j for fast querying and topology visualization.

AutomationCMDBData Modeling
0 likes · 19 min read
How to Build a Sustainable CMDB: Three Essential Phases for Reliable Operations
Efficient Ops
Efficient Ops
Apr 27, 2020 · Operations

From Manual Chaos to Automated DevOps: How a Fund Company Built Its PaaS Platform

This article recounts the journey of a Chinese fund company's infrastructure team as they transformed low‑efficiency manual operations into a standardized, automated DevOps workflow, detailing the challenges, decisions between self‑development and partnership, and future plans for security, CMDB, and PaaS evolution.

AutomationCMDBDevOps
0 likes · 26 min read
From Manual Chaos to Automated DevOps: How a Fund Company Built Its PaaS Platform
Efficient Ops
Efficient Ops
Feb 27, 2020 · Operations

Building a Flexible, Scalable CMDB for Ops: Architecture, API, and UI Insights

This article introduces an open‑source, four‑layer CMDB designed for operations teams, detailing its storage, data, API, and UI layers, dynamic modeling capabilities, searchable CI APIs, various resource views, relationship mapping, and role‑based permission management, while providing deployment links and usage notes.

APICMDBInfrastructure
0 likes · 11 min read
Building a Flexible, Scalable CMDB for Ops: Architecture, API, and UI Insights
Efficient Ops
Efficient Ops
Jan 8, 2020 · Operations

How a Bank Built an Automated Operations Platform and CMDB Middle‑Platform

This article details how Ping An Bank tackled rapid growth and complex regulatory demands by creating an automated operations middle‑platform, designing a CMDB with data‑closure and subscription mechanisms, and implementing orchestration, gray‑scale deployment, and high‑risk detection to achieve resilient, scalable infrastructure management.

AutomationCMDBInfrastructure
0 likes · 21 min read
How a Bank Built an Automated Operations Platform and CMDB Middle‑Platform
Efficient Ops
Efficient Ops
Jan 7, 2020 · Operations

How 5G Is Driving the Next Generation of Operations Platforms

The article explores how the advent of 5G reshapes operational demands, introduces a technical operations platform that unifies business and network domains, details practical implementations such as CMDB, monitoring, automation, and AIOps, and outlines future directions for intelligent, agile operations.

5GAIOpsCMDB
0 likes · 18 min read
How 5G Is Driving the Next Generation of Operations Platforms
Efficient Ops
Efficient Ops
Sep 23, 2019 · Operations

How to Build an Effective CMDB for Scalable Operations Management

This article explains the step‑by‑step process of constructing a configuration management database (CMDB) for operations, covering resource modeling, data integration, organizational structures, maintenance methods, and how a well‑designed CMDB supports higher‑level business operations such as automation, visualization, and capacity planning.

AutomationCMDBITIL
0 likes · 14 min read
How to Build an Effective CMDB for Scalable Operations Management
Efficient Ops
Efficient Ops
Apr 25, 2019 · Operations

How Automated Operations Transforms Enterprise IT: Trends, Challenges, and Toolkits

This article examines the evolution of enterprise operations from manual processes to automated workflows, outlines current challenges and requirements, details standardization and management frameworks, compares leading open‑source automation tools, and presents a comprehensive design for an automated operations platform based on ITIL principles.

AutomationCMDBIT Operations
0 likes · 22 min read
How Automated Operations Transforms Enterprise IT: Trends, Challenges, and Toolkits
NetEase Game Operations Platform
NetEase Game Operations Platform
Mar 23, 2019 · Backend Development

Implementing a Redis‑Based Distributed Lock to Ensure Data Consistency in a CMDB System

This article analyzes data‑inconsistency problems caused by concurrent multithreaded updates in a CMDB system and presents a step‑by‑step exploration of synchronization solutions, ultimately implementing a robust Redis‑backed distributed lock in Python to guarantee atomic reads and writes while handling edge cases such as crashes and lock expiration.

CMDBData ConsistencyPython
0 likes · 17 min read
Implementing a Redis‑Based Distributed Lock to Ensure Data Consistency in a CMDB System
dbaplus Community
dbaplus Community
Mar 11, 2019 · Operations

How a Bank Built a Tiered CMDB for Scalable, Secure Operations

This article details a bank’s practical experience designing and implementing a hierarchical CMDB, covering architecture, data standards, lifecycle management, accuracy controls, query visualization, performance tuning, and real‑world use cases for daily operations and private‑cloud management.

AutomationCMDBData Governance
0 likes · 14 min read
How a Bank Built a Tiered CMDB for Scalable, Secure Operations
Tongcheng Travel Technology Center
Tongcheng Travel Technology Center
Nov 30, 2018 · Operations

Automated Data Center Management System: Architecture, Implementation Steps, and Operational Benefits

The article describes a comprehensive data‑center automation solution that standardizes hardware, implements a CMDB‑driven workflow, integrates procurement, visualization, fault diagnosis, and fine‑grained component management to improve efficiency, accuracy, and reliability of large‑scale operations.

CMDBData CenterMonitoring
0 likes · 12 min read
Automated Data Center Management System: Architecture, Implementation Steps, and Operational Benefits
HomeTech
HomeTech
Nov 10, 2018 · Operations

Design, Architecture, and Lessons Learned from Building a CMDB for Car Home

This article explains what a CMDB is, outlines the design goals, core principles, and key functionalities of Car Home's asset management and process control platforms, and shares practical lessons and best‑practice recommendations drawn from two years of implementation experience.

Asset ManagementCMDBIT Operations
0 likes · 9 min read
Design, Architecture, and Lessons Learned from Building a CMDB for Car Home
Architects' Tech Alliance
Architects' Tech Alliance
Oct 25, 2018 · Operations

Understanding CMDB and Its Role in ITIL Service Management

The article explains what a Configuration Management Database (CMDB) is, how it stores and discovers IT infrastructure details, its critical relationship with the ITIL framework, the five ITIL lifecycle stages, and the practical benefits and vendor solutions that support effective IT service management.

CMDBIT Service ManagementITIL
0 likes · 10 min read
Understanding CMDB and Its Role in ITIL Service Management
Efficient Ops
Efficient Ops
Oct 8, 2018 · Operations

Why Traditional CMDB Fails and How to Build a Strong Application‑Centric CMDB

This article presents the CEO of Youwei Technology’s insights on why conventional CMDB implementations often fail and outlines a four‑step methodology—new IT management needs, model construction, platform building, and adoption guarantees—to create a real‑time, application‑oriented CMDB that drives effective DevOps operations.

CMDBITILconfiguration management
0 likes · 13 min read
Why Traditional CMDB Fails and How to Build a Strong Application‑Centric CMDB
Efficient Ops
Efficient Ops
Sep 25, 2018 · Operations

How Minsheng Bank Built a Unified IT Operations Visualization Platform

This article details Minsheng Bank's journey in consolidating fragmented IT operations tools into a single visual platform—integrating CMDB, monitoring, automation, and change data—to improve daily monitoring, fault isolation, change impact analysis, and knowledge sharing while paving the way for AIOps.

AIOpsCMDBvisualization
0 likes · 12 min read
How Minsheng Bank Built a Unified IT Operations Visualization Platform
HomeTech
HomeTech
Aug 21, 2018 · Operations

Automated Asset Collection for CMDB Using Puppet Facter and Assets_Report

This article explains how to build an automated CMDB asset collection system by extending Puppet's Facter with custom plugins, using a custom Report Processor to post data to an AutoBank service, and deploying a Python/Django API server for storage and retrieval.

Asset CollectionAutomationCMDB
0 likes · 7 min read
Automated Asset Collection for CMDB Using Puppet Facter and Assets_Report
Efficient Ops
Efficient Ops
Aug 15, 2018 · Operations

Why Most CMDB Projects Fail and How Huawei Made It Work

This article analyzes the common reasons CMDB initiatives collapse, shares Huawei's three‑phase journey from inception to value creation, and distills practical lessons on data consumption, accuracy, automation, visualization, and organizational execution for successful configuration management.

CMDBHuaweiconfiguration management
0 likes · 27 min read
Why Most CMDB Projects Fail and How Huawei Made It Work
Efficient Ops
Efficient Ops
Jul 11, 2018 · Operations

How Tencent Scales Automated Operations with Package Management and CMDB

This article outlines Tencent's automated operations framework, covering the evolution of its package management system, multi‑center organizational structures, CMDB resource imaging, process automation, version control, and release management, while sharing practical lessons and pitfalls from real‑world deployments.

AutomationCMDBDevOps
0 likes · 21 min read
How Tencent Scales Automated Operations with Package Management and CMDB
37 Interactive Technology Team
37 Interactive Technology Team
May 25, 2018 · Operations

Optimization and Redesign of Open-Falcon Monitoring System for the 37 Monitoring Platform

The project redesigns the Open‑Falcon monitoring system for the 37 platform by integrating it with the existing CMDB, adding distributed‑lock high‑availability for judge and alarm modules, optimizing cross‑region agent data transmission, fixing timezone inconsistencies, and enabling redundant query/graph services, thereby unifying disparate monitoring tools into a scalable, reliable solution.

CMDBOpen-Falconops
0 likes · 11 min read
Optimization and Redesign of Open-Falcon Monitoring System for the 37 Monitoring Platform
MaGe Linux Operations
MaGe Linux Operations
May 16, 2018 · Operations

How to Build an Automated Fault‑Healing System for Enterprise Ops

This article explores the end‑to‑end design of an enterprise‑grade fault‑self‑healing solution, covering the basic workflow, abstraction of alert handling, CMDB‑based resource mapping, internal gateway integration, monitoring platform adapters like Zabbix and Open‑Falcon, convergence logic, complex alarm orchestration, and the overall technical architecture.

AIOpsCMDBMonitoring
0 likes · 9 min read
How to Build an Automated Fault‑Healing System for Enterprise Ops
Efficient Ops
Efficient Ops
Mar 28, 2018 · Operations

How to Build an Enterprise DevOps Platform with Python/Django

This talk outlines the challenges of modern enterprise operations, explains why traditional tools fall short, and details a step‑by‑step approach to designing and implementing a Python‑based DevOps platform—including CMDB design, backend selection, frontend integration, token security, asynchronous task handling, and monitoring—offering practical insights for building scalable, maintainable infrastructure.

CMDBDevOpsDjango
0 likes · 19 min read
How to Build an Enterprise DevOps Platform with Python/Django
Efficient Ops
Efficient Ops
Mar 26, 2018 · Operations

How Tencent Scaled AIOps: Building a Unified Operations PaaS Platform

Tencent’s integrated AIOps platform, ZhiYun, demonstrates how a unified operations PaaS—leveraging CMDB-driven object modeling, layered monitoring, and AI-powered data banking—can transform massive-scale service management from manual, fragmented processes into automated, business‑value‑focused operations across hundreds of thousands of devices.

AIAIOpsCMDB
0 likes · 16 min read
How Tencent Scaled AIOps: Building a Unified Operations PaaS Platform
Efficient Ops
Efficient Ops
Feb 23, 2018 · Operations

What a Decade of Ops Taught Me: Key Strategies for Scalable Infrastructure

This article reflects on ten years of Tencent's operations experience, sharing the author's career journey, the evolution of large‑scale service management, the design of the L5 fault‑tolerant system, unified frameworks, resource packaging, CMDB virtual mirrors, and automated deployment practices that together enable reliable, efficient, and scalable infrastructure.

AutomationCMDBFault Tolerance
0 likes · 11 min read
What a Decade of Ops Taught Me: Key Strategies for Scalable Infrastructure
dbaplus Community
dbaplus Community
Jan 8, 2018 · Operations

From Firefighter to Automation: Tencent’s Ops Veteran Shares 10‑Year Infrastructure Secrets

Veteran Tencent operations leader Zhao Jianchun recounts a decade of managing 100,000 servers, detailing the L5 fault‑tolerant system, unified framework, resource packaging, CMDB virtual imaging, and an automated deployment platform that together cut daily incidents by up to 90% and boosted efficiency tenfold.

AutomationCMDBFault Tolerance
0 likes · 11 min read
From Firefighter to Automation: Tencent’s Ops Veteran Shares 10‑Year Infrastructure Secrets
dbaplus Community
dbaplus Community
Dec 28, 2017 · Operations

Designing Scalable System Architecture: From Access Chains to Cloud‑Native Infrastructure

This comprehensive guide walks through the full lifecycle of enterprise system architecture, covering access‑chain analysis, network and hardware foundations, virtualization and container strategies, layered design, load‑balancing, database high‑availability, service segmentation, and operational safeguards such as CMDB, monitoring, and disaster‑recovery.

CMDBDatabaseLoad Balancing
0 likes · 34 min read
Designing Scalable System Architecture: From Access Chains to Cloud‑Native Infrastructure
Efficient Ops
Efficient Ops
Aug 16, 2017 · Operations

How Qunar Built an Automated Hardware Operations Platform to Boost Efficiency

This article details Qunar's end‑to‑end hardware automation system, covering background challenges, lifecycle management, automated testing, data collection, fault detection, and visualized monitoring, and explains how the integrated platform reduces manual effort, improves reliability, and cuts operational costs.

CMDBMonitoringOperations
0 likes · 22 min read
How Qunar Built an Automated Hardware Operations Platform to Boost Efficiency
MaGe Linux Operations
MaGe Linux Operations
Aug 12, 2017 · Operations

How Tencent’s ZhiYun Platform Powers Massive Social Event Ops at Scale

This article explains how Tencent's SNG operations team leveraged the ZhiYun intelligent operations platform—through standardized processes, massive IaaS provisioning, CMDB management, automation workflows, and capacity monitoring—to flawlessly support the high‑traffic "military‑uniform photo" campaign across thousands of servers.

CMDBCapacity ManagementTencent
0 likes · 10 min read
How Tencent’s ZhiYun Platform Powers Massive Social Event Ops at Scale
Efficient Ops
Efficient Ops
Aug 4, 2017 · Operations

How Tencent’s ZhiYun Platform Powered the “Military Photo” Campaign with 4,000 Servers

This article details how Tencent's SNG operations team leveraged the ZhiYun intelligent operations platform—through standardized processes, massive IaaS provisioning, CMDB management, automated workflows, and real‑time capacity monitoring—to support the high‑traffic “Military Photo” H5 campaign, scaling up to 4,000 servers and 24 GB bandwidth.

AutomationCMDBCloud Computing
0 likes · 10 min read
How Tencent’s ZhiYun Platform Powered the “Military Photo” Campaign with 4,000 Servers
Efficient Ops
Efficient Ops
Jul 12, 2017 · Operations

How Alibaba Built a Scalable DevOps Platform: Lessons for Modern Operations

This article, based on a DevOpsDays Beijing talk, details Alibaba's post‑DevOps transformation, outlining the three evolution stages of operations, the four pillars of automated ops, the importance of CMDB, CI/CD pipelines, and the design of the ATOM platform that enables rapid, data‑driven, and resilient service delivery.

CI/CDCMDBDevOps
0 likes · 15 min read
How Alibaba Built a Scalable DevOps Platform: Lessons for Modern Operations
MaGe Linux Operations
MaGe Linux Operations
Jul 9, 2017 · Operations

Mastering Game Operations: From Legacy Servers to Modern Cloud Strategies

An in‑depth look at the evolution of game operations—from early PC and web games to today’s mobile and cloud‑based titles—covering architecture, Tcaplus storage, CMDB building, automated deployment, performance monitoring, data warehousing, and the essential skills and challenges faced by game ops engineers.

CMDBMonitoringgame operations
0 likes · 27 min read
Mastering Game Operations: From Legacy Servers to Modern Cloud Strategies
Efficient Ops
Efficient Ops
Jun 15, 2017 · Operations

How Tencent Automated Operations for a Billion‑Red‑Packet Event

This article details Tencent's operation automation for the 2016 Chinese New Year QQ red‑packet activity, describing the massive traffic challenge, the architectural design, the shift from manual to CMDB‑driven one‑click scaling, load‑testing, flexible protection strategies, and on‑site monitoring that enabled rapid, reliable handling of billions of red‑packet transactions.

AutomationCMDBOperations
0 likes · 20 min read
How Tencent Automated Operations for a Billion‑Red‑Packet Event
dbaplus Community
dbaplus Community
Jun 6, 2017 · Operations

Why Solid Foundational Data Is the Key to Stable Operations Management

This article explains how building complete, accurate, and real‑time foundational data—covering CMDB, logs, databases, and knowledge bases—forms the essential base for reliable IT operations, detailing the three core attributes, practical collection methods, and the structure of each data module.

CMDBData AccuracyIT Asset Management
0 likes · 15 min read
Why Solid Foundational Data Is the Key to Stable Operations Management
dbaplus Community
dbaplus Community
Jun 5, 2017 · Operations

Designing an Effective CMDB: Insights from a 2017 GDevOps Talk

This article summarizes Zhang Chuan’s 2017 GDevOps conference presentation on CMDB, covering its definition, common implementations, design principles, automation integration, synchronization strategies, and the business value of a centralized configuration management database.

Asset ManagementAutomationCMDB
0 likes · 12 min read
Designing an Effective CMDB: Insights from a 2017 GDevOps Talk
Meituan Technology Team
Meituan Technology Team
Apr 21, 2017 · Operations

Meituan-Dianping DevOps Automation Practices and Philosophy

The Meituan‑Dianping technical salon showcases its DevOps automation philosophy by presenting three core tools—DB automation platform, service tree, and Puppet web management—while also featuring Shanghai Zhaogang Network’s CMDB experience, illustrating how rapid O2O growth drives the need for fast, reliable, and scalable operational automation.

AutomationCMDBDatabase
0 likes · 5 min read
Meituan-Dianping DevOps Automation Practices and Philosophy
Efficient Ops
Efficient Ops
Dec 8, 2016 · Operations

Rethinking Ops: Application‑Centric Management and Modern CMDB Strategies

This article explores a breakthrough in operations thinking by shifting from traditional Ops to DevOps, emphasizing application‑centric management, layered CMDB construction, end‑to‑end automation pipelines, and smarter alert visualization to solve long‑standing challenges in IT service delivery.

CMDBDevOps
0 likes · 10 min read
Rethinking Ops: Application‑Centric Management and Modern CMDB Strategies
Meituan Technology Team
Meituan Technology Team
Sep 23, 2016 · Databases

Database Automation Platform at Meituan: Architecture, Practices, and Lessons

Meituan’s Database Automation Platform evolved from a simple Django‑based 1.0 system into a modular 2.0 architecture using CMDB, RabbitMQ, and Celery, standardizing metadata, providing self‑service APIs, and automating tasks such as cluster provisioning, online schema changes, and high‑availability failover, now handling hundreds of daily operations for over a thousand developers while planning further component‑library refactoring.

CMDBDatabase AutomationDevOps
0 likes · 27 min read
Database Automation Platform at Meituan: Architecture, Practices, and Lessons
Efficient Ops
Efficient Ops
Sep 19, 2016 · Operations

How Ctrip Revolutionized IDC Management with Visual Automation

Ctrip’s rapid internet growth forced a massive data‑center expansion, prompting the company to evolve from self‑built facilities to hybrid vendor‑leased IDC, and ultimately to a visual management platform that automates monitoring, space planning, device intake, and operational workflows, dramatically improving efficiency and reducing manual effort.

CMDBInfrastructurevisualization
0 likes · 13 min read
How Ctrip Revolutionized IDC Management with Visual Automation
Efficient Ops
Efficient Ops
Aug 25, 2016 · Operations

How Tencent Scales Ops Automation for Hundreds of Thousands of Servers

This article explains how Tencent transformed massive operational pressure from billions of users and half‑million servers into an automated, standardized workflow by defining clear goals, building a layered CMDB, integrating Dev and Ops, and implementing a six‑step deployment pipeline that balances efficiency with safety.

CMDBDevOpsInfrastructure
0 likes · 21 min read
How Tencent Scales Ops Automation for Hundreds of Thousands of Servers
Efficient Ops
Efficient Ops
Aug 7, 2016 · Operations

Automated Operations Platforms: Stages, Pain Points, and Design Blueprint

This article outlines the evolution of enterprise operations through four stages, identifies seven common operational pain points, and presents a comprehensive model for building an automated operations platform that integrates design, deployment, monitoring, optimization, and troubleshooting.

AutomationCMDBIT infrastructure
0 likes · 12 min read
Automated Operations Platforms: Stages, Pain Points, and Design Blueprint
Efficient Ops
Efficient Ops
Apr 10, 2016 · Operations

Designing a Cloud‑Ready CMDB: Lessons from a Decade of Ops Evolution

This article reviews the evolution of Configuration Management Databases (CMDB) in traditional enterprises, identifies common implementation challenges, and proposes a cloud‑native CMDB architecture that combines flexible models, automated data collection, API exposure, and scenario‑driven services to meet modern IT operations needs.

CMDBCloud ComputingIT Service Management
0 likes · 21 min read
Designing a Cloud‑Ready CMDB: Lessons from a Decade of Ops Evolution
Efficient Ops
Efficient Ops
Mar 31, 2016 · Operations

Rethinking CMDB: Building Scalable, Automated Configuration Management for Modern Ops

This talk explores the challenges of building and maintaining a CMDB, proposes a goal‑driven, industry‑referenced modeling approach, and outlines practical steps such as tagging, relationship mapping, dynamic attributes, automation, and visualization to create a service‑oriented, scalable configuration management database.

CMDBModelingMonitoring
0 likes · 11 min read
Rethinking CMDB: Building Scalable, Automated Configuration Management for Modern Ops
21CTO
21CTO
Mar 11, 2016 · Operations

Scaling DevOps at Mogujie: How a Young Ops Team Tackled Massive Traffic and Double‑11

Facing explosive traffic and high‑concurrency demands, Mogujie's newly formed operations team adopted DevOps practices, built CMDB, CI/CD pipelines, and monitoring platforms, and successfully supported the massive Double‑11 and Double‑12 sales events, sharing key technologies and lessons learned in their rapid‑pace environment.

CMDBDevOpsInfrastructure
0 likes · 3 min read
Scaling DevOps at Mogujie: How a Young Ops Team Tackled Massive Traffic and Double‑11
Efficient Ops
Efficient Ops
Aug 4, 2015 · Operations

Mastering Operations Automation: 8 Proven Practices for DevOps Success

This article shares eight practical insights on operations automation—from overall planning and standardization to continuous delivery, DevOps philosophy, leveraging testing, CMDB considerations, aiming for NoOps, and the real impact of Docker—offering a comprehensive guide for modern IT teams.

CMDBDevOpsNoOps
0 likes · 14 min read
Mastering Operations Automation: 8 Proven Practices for DevOps Success