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Standardization

152 articles · Page 2 of 2
HelloTech
HelloTech
Nov 22, 2021 · Mobile Development

Improving Mobile Development Efficiency: Practices from Hello Ride

Hello Ride boosts mobile development efficiency by empowering technical PMs as bridges between business and architecture, prioritizing demand value, and upgrading technology through modular, containerized (e.g., Flutter) and standardized components, enabling cross‑platform reuse, faster decision‑making, and reduced costs amid rapid business expansion.

Cross‑PlatformMobile DevelopmentStandardization
0 likes · 7 min read
Improving Mobile Development Efficiency: Practices from Hello Ride
Efficient Ops
Efficient Ops
Oct 22, 2021 · Operations

What Do 42 Companies Reveal About DevOps Maturity in China?

The DevOps International Summit in Beijing announced that 42 enterprises covering 108 projects achieved level‑3 maturity in the CAICT DevOps Capability Model, highlighting the impact of standardized tools and processes on software delivery efficiency across finance, telecom and other sectors.

ChinaDevOpsMaturity Model
0 likes · 6 min read
What Do 42 Companies Reveal About DevOps Maturity in China?
Efficient Ops
Efficient Ops
Sep 9, 2021 · Operations

How China Tower Boosted Software Delivery with DevOps Standards – A Success Story

This article details China Tower's adoption of DevOps standards and a continuous delivery pipeline, covering the assessment process, project specifics, challenges overcome, measurable benefits, future plans, and broader insights into the DevOps capability maturity model within the telecom industry.

Continuous DeliveryDevOpsSoftware Engineering
0 likes · 14 min read
How China Tower Boosted Software Delivery with DevOps Standards – A Success Story
ByteFE
ByteFE
Aug 17, 2021 · Frontend Development

Summary of 2021 GMTC Frontend Engineering Sessions: MBC Standardized Container, SmartFeed Multi‑Platform Rendering, Shell Mid‑Platform Frontend System, and ByteDance Modern Web Development

The article summarizes four 2021 GMTC front‑end engineering talks—Meituan's MBC business‑standardized container, Baidu's SmartFeed multi‑platform template rendering, Shell's mid‑platform front‑end system, and ByteDance's modern web development—highlighting pain points of traditional workflows and presenting standardized, dynamic, and DSL‑driven solutions that boost development efficiency and scalability.

MWAStandardizationTemplate Rendering
0 likes · 19 min read
Summary of 2021 GMTC Frontend Engineering Sessions: MBC Standardized Container, SmartFeed Multi‑Platform Rendering, Shell Mid‑Platform Frontend System, and ByteDance Modern Web Development
High Availability Architecture
High Availability Architecture
Aug 3, 2021 · Cloud Computing

Roundtable on Serverless: Concepts, Value, Industry Practices, and Future Trends

The article summarizes a Serverless roundtable at ServerlessDays China 2021, where experts from AWS, Alibaba Cloud, ByteDance, and Tencent Cloud discuss Serverless definitions, market adoption gaps, standardization needs, large‑scale implementations, cold‑start challenges, multi‑cloud strategies, and future directions for the technology.

FaaSServerlessStandardization
0 likes · 35 min read
Roundtable on Serverless: Concepts, Value, Industry Practices, and Future Trends
Meituan Technology Team
Meituan Technology Team
May 27, 2021 · Artificial Intelligence

Standardizing Food Delivery Dish Names: Knowledge Graph Construction and Applications

The paper outlines an end‑to‑end pipeline that standardizes highly personalized food‑delivery dish names by combining rule‑based and BERT‑DSSM text synonym detection with EfficientNet image classification, constructing a multi‑level taxonomy that improves aggregation, supply‑demand analysis, recall ranking and merchant tagging.

Food DeliveryImage MatchingNLP
0 likes · 17 min read
Standardizing Food Delivery Dish Names: Knowledge Graph Construction and Applications
Architects' Tech Alliance
Architects' Tech Alliance
May 9, 2021 · Industry Insights

What Are the Key Standards and Challenges Shaping China’s Desktop Cloud Landscape?

This white‑paper‑style analysis examines the rapid growth of desktop cloud in China, outlines its definitions, deployment models, core technologies, protocol choices, GPU virtualization options, security architecture, and proposes standardization needs and policy recommendations to guide the industry forward.

Cloud ComputingDesktop CloudGPU virtualization
0 likes · 14 min read
What Are the Key Standards and Challenges Shaping China’s Desktop Cloud Landscape?
JD.com Experience Design Center
JD.com Experience Design Center
Apr 30, 2021 · R&D Management

Why Standardizing Research Projects Boosts Team Efficiency: A 12‑Step Guide

This article explains the importance of standardization in multi‑party research projects, outlines the roles and responsibilities of each team member, and details a comprehensive 12‑step workflow—from demand communication to project settlement—to improve quality, coordination, and efficiency.

Standardizationproject managementresearch process
0 likes · 7 min read
Why Standardizing Research Projects Boosts Team Efficiency: A 12‑Step Guide
iQIYI Technical Product Team
iQIYI Technical Product Team
Jan 29, 2021 · Cloud Computing

iQIYI Introduces CUVA HDR Standard Support and Explores the Ultra‑HD Video Industry

iQIYI becomes the first video platform to deliver content meeting the China Ultra‑High‑Definition Video Industry Alliance (CUUVA) HDR standard, enabling devices like Xiaomi 10 Pro, Huawei P30 Pro, iPhone 11 Pro and XS Max to display richer colors, higher contrast, and deeper visual depth, while fostering an open, industry‑wide ecosystem and planning future CUVA HDR live‑streaming support.

CUVAHDRStandardization
0 likes · 5 min read
iQIYI Introduces CUVA HDR Standard Support and Explores the Ultra‑HD Video Industry
Qunar Tech Salon
Qunar Tech Salon
Dec 29, 2020 · Backend Development

Qunar's API Standardization: From DDD to API Governance and QDoc Implementation

This article describes Qunar's comprehensive API standardization effort, detailing the evolution of their API tools, the motivations behind adopting DDD and API governance, the theoretical foundations, the QDoc annotation framework, implementation steps, challenges faced, achieved outcomes, and future plans for continuous improvement.

APIBackendDDD
0 likes · 18 min read
Qunar's API Standardization: From DDD to API Governance and QDoc Implementation
Manbang Technology Team
Manbang Technology Team
Dec 4, 2020 · Frontend Development

Improving Development and Release Efficiency through Standardization, Cross‑Platform, and Dynamic Frameworks in a Large Front‑End Team

The article describes how a large front‑end team tackled low development and release efficiency by standardizing UI components, adopting cross‑platform solutions such as React Native and Flutter, building dynamic configuration frameworks, and automating release processes, ultimately achieving faster, more reliable product delivery across multiple business units.

Standardizationdynamic-updatesfrontend
0 likes · 13 min read
Improving Development and Release Efficiency through Standardization, Cross‑Platform, and Dynamic Frameworks in a Large Front‑End Team
Didi Tech
Didi Tech
Nov 24, 2020 · Industry Insights

Standardizing Customer Service: Inside DiDi’s Solution Platform Architecture

This article explains how DiDi built a unified solution platform that standardizes customer‑service responses across multiple channels by integrating business information, service capabilities, dynamic workflows, static knowledge bases, and a matching layer, while detailing the underlying workflow and resource engines and their performance impact.

Customer ServiceStandardizationarchitecture
0 likes · 15 min read
Standardizing Customer Service: Inside DiDi’s Solution Platform Architecture
Efficient Ops
Efficient Ops
Oct 20, 2020 · Operations

How Zhejiang Mobile Leveraged DevOps Standards to Accelerate Digital Transformation

At the 14th GOPS Global Operations Conference in Shenzhen, Zhejiang Mobile showcased its award‑winning DevOps implementation, explaining how standardized tools and processes boosted delivery efficiency, quality, and innovation while outlining future plans to deepen toolchain integration and empower broader digital transformation.

DevOpsStandardizationcase study
0 likes · 5 min read
How Zhejiang Mobile Leveraged DevOps Standards to Accelerate Digital Transformation
Efficient Ops
Efficient Ops
Sep 25, 2020 · Operations

How Ping An Bank’s Starlink Platform Achieved DevOps Standard Certification

Ping An Bank’s Starlink DevOps platform, recognized by China’s CAICT as a first‑batch certified system‑and‑tool solution, showcases how standardized toolchains, end‑to‑end value streams, and data‑driven metrics can dramatically boost development speed, quality, and operational efficiency in the financial sector.

DevOpsPlatformStandardization
0 likes · 13 min read
How Ping An Bank’s Starlink Platform Achieved DevOps Standard Certification
Efficient Ops
Efficient Ops
Aug 20, 2020 · Operations

Understanding China’s First DevOps Capability Maturity Model and Evaluation Process

This article introduces China’s inaugural DevOps Capability Maturity Model, outlines its eight-part structure—including system and tool requirements—describes the standardized evaluation methodology, registration details, and provides contact information for organizations seeking certification.

Capability Maturity ModelDevOpsStandardization
0 likes · 6 min read
Understanding China’s First DevOps Capability Maturity Model and Evaluation Process
网易UEDC
网易UEDC
Jul 30, 2020 · Product Management

How to Fix NPS Bias: Using Anchors to Overcome Self‑Assessment Heterogeneity

Net Promoter Score (NPS) is widely used to gauge customer loyalty, but self‑assessment heterogeneity can distort results; this article explains the issue, reviews common pitfalls, and proposes an anchor‑based standardization method—illustrated with an empirical case from a bank—to improve comparability and reliability.

Standardizationanchor methodcustomer loyalty
0 likes · 9 min read
How to Fix NPS Bias: Using Anchors to Overcome Self‑Assessment Heterogeneity
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 29, 2020 · Backend Development

Designing Effective Error Codes: Principles, Standards, and Best Practices

This article explores the principles and practical guidelines for designing error codes, comparing log‑oriented and external‑facing standards, analyzing numeric versus alphanumeric formats, and presenting recommended structures to improve traceability, memorability, and cross‑team communication in modern backend systems.

API DesignStandardizationerror codes
0 likes · 12 min read
Designing Effective Error Codes: Principles, Standards, and Best Practices
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.

CMDBDevOpsPaaS
0 likes · 26 min read
From Manual Chaos to Automated DevOps: How a Fund Company Built Its PaaS Platform
Architects Research Society
Architects Research Society
Apr 5, 2020 · Cloud Native

Lessons from Google, eBay, and Amazon on Large‑Scale Multi‑Language Microservice Architecture

The article examines how Google, eBay, Twitter and Amazon evolved their massive systems into multi‑language microservice ecosystems, highlighting the organic growth of services, incentive‑driven design, standards emergence, service ownership, operational practices, and anti‑patterns for building and scaling cloud‑native architectures.

Standardizationincentivesmicroservices
0 likes · 20 min read
Lessons from Google, eBay, and Amazon on Large‑Scale Multi‑Language Microservice Architecture
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Mar 17, 2020 · R&D Management

How to Overcome Network Externalities in the IT Industry

This article analyzes why monopolies arise in the information economy, how network externalities shape IT industry competition, and proposes strategies such as market‑share expansion, standardization, user lock‑in, compatibility, and the "embrace‑extend‑extinguish" approach to break these externalities.

IT industryStandardizationcompetition strategy
0 likes · 20 min read
How to Overcome Network Externalities in the IT Industry
Efficient Ops
Efficient Ops
Dec 26, 2019 · Operations

Inside Jiangsu Telecom’s Leap to Level‑3 DevOps Continuous Delivery

The article recounts Jiangsu Telecom’s successful Level‑3 DevOps continuous delivery assessment at the 2019 Beijing Operations Conference, highlighting the role of standardization and tooling, sharing interview insights on the intelligent pre‑processing system, and outlining the broader DevOps standard ecosystem in China.

Continuous DeliveryStandardizationcase study
0 likes · 10 min read
Inside Jiangsu Telecom’s Leap to Level‑3 DevOps Continuous Delivery
Efficient Ops
Efficient Ops
Dec 26, 2019 · Operations

How CITIC Bank Achieved Level‑3 DevOps Continuous Delivery: Key Lessons

CITIC Bank’s software development center shares how three flagship projects passed the level‑3 DevOps continuous‑delivery assessment, revealing the role of standardization, tool empowerment, agile practices, and container‑based pipelines in accelerating delivery and boosting team morale.

CITIC BankContinuous DeliveryStandardization
0 likes · 15 min read
How CITIC Bank Achieved Level‑3 DevOps Continuous Delivery: Key Lessons
DataFunTalk
DataFunTalk
Nov 4, 2019 · Artificial Intelligence

Standardizing Model Training and Feature Processing in Recommendation Systems

This article describes a standardized workflow for feature collection, configuration, processing, and model training/prediction in large‑scale recommendation systems, using CSV‑based definitions and code generation to ensure consistency between offline training and online serving while reducing manual coding effort.

CTR predictionStandardizationfeature engineering
0 likes · 14 min read
Standardizing Model Training and Feature Processing in Recommendation Systems
Meituan Technology Team
Meituan Technology Team
Oct 17, 2019 · Big Data

OneData Methodology: Building a Unified Data Warehouse Architecture and Governance Framework

By adapting Alibaba’s OneData methodology, the project establishes a unified data‑warehouse architecture, standards, and governance framework—including consolidated business intake, standardized design layers, naming conventions, and delivery metrics—that resolves data‑quality issues, enhances scalability and reusability, and delivers faster, reliable data support for evolving business needs.

Data ModelingOneDataStandardization
0 likes · 15 min read
OneData Methodology: Building a Unified Data Warehouse Architecture and Governance Framework
Efficient Ops
Efficient Ops
Sep 22, 2019 · Operations

How Experts Refined the DevOps Technical Operations Assessment Method

The September 2019 workshop convened over 30 DevOps specialists from leading Chinese enterprises to review and improve the evaluation method for the DevOps Capability Maturity Model Part 4: Technical Operations, resulting in a more complete and standardized assessment framework.

Assessment MethodStandardizationoperations
0 likes · 3 min read
How Experts Refined the DevOps Technical Operations Assessment Method
Efficient Ops
Efficient Ops
Sep 11, 2019 · Operations

How China Merchants Bank Achieved DevOps Excellence: Insights from GNSEC Forum

The article details the GNSEC summit where China Merchants Bank earned a Level 3 DevOps Capability Maturity Model certification, outlines the seven evaluated projects, explains the world’s first DevOps standard, and shares an in‑depth interview revealing the bank’s DevOps promotion strategy and challenges in the financial sector.

Continuous DeliveryFinancial TechnologySoftware Engineering
0 likes · 11 min read
How China Merchants Bank Achieved DevOps Excellence: Insights from GNSEC Forum
Youzan Coder
Youzan Coder
Aug 28, 2019 · R&D Management

How to Standardize Mobile Release Permissions and Approval with a Unified Platform

To avoid duplicated effort across multiple mobile platforms, the article proposes a unified permission and approval management system that abstracts module identifiers, user roles, and release workflows, detailing the interaction flow, interface design, and optimization measures such as permission request shortcuts and configurable approval toggles.

DubboMobile DevelopmentPermission Management
0 likes · 11 min read
How to Standardize Mobile Release Permissions and Approval with a Unified Platform
Youzan Coder
Youzan Coder
Jul 19, 2019 · User Experience Design

How UI Standardization Transformed Youzan Retail’s Mobile Apps

This article details the background, challenges, and step‑by‑step solution for standardizing UI across Youzan Retail’s iOS and Android apps, covering designer and developer perspectives, the creation of a shared style library, component architecture, resource management, delivery outcomes, pitfalls, and future automation plans.

AndroidComponent LibraryMobile Development
0 likes · 17 min read
How UI Standardization Transformed Youzan Retail’s Mobile Apps
Architects' Tech Alliance
Architects' Tech Alliance
Dec 31, 2018 · Cloud Computing

Trends in Data Center Storage: Fusion, Standardization, and Openness in the Cloud Era

From the early mechanical hard drives to today's hyper-converged and software-defined storage, the article analyzes the historical cycles of integration and separation in data-center storage, highlighting three current cloud-era trends—fusion with servers, standardization for intelligent orchestration, and openness through API-driven services.

API EconomyCloud ComputingHyper-Converged
0 likes · 9 min read
Trends in Data Center Storage: Fusion, Standardization, and Openness in the Cloud Era
dbaplus Community
dbaplus Community
Sep 10, 2018 · Operations

Scaling MySQL Management with a Fully Automated DBA Platform

This article details how a DBA team built a standardized, automated MySQL/Redis management platform—covering OS and DB standardization, deployment scripts, a three‑layer web‑task‑module architecture, RESTful APIs, and modular design—to enable a handful of DBAs to manage thousands of instances efficiently.

DBADatabase AutomationMySQL
0 likes · 13 min read
Scaling MySQL Management with a Fully Automated DBA Platform
Efficient Ops
Efficient Ops
Jul 8, 2018 · Operations

How to Seamlessly Take Over New Ops Responsibilities: A Practical Checklist

This guide outlines a step‑by‑step approach for taking over new operational responsibilities, covering communication with development leaders, business overview, asset inventory, basic and business‑specific monitoring, standardization, SOP creation, failure drills, cost and capacity planning, and effective cross‑team communication.

Standardizationasset managementhandovers
0 likes · 10 min read
How to Seamlessly Take Over New Ops Responsibilities: A Practical Checklist
MaGe Linux Operations
MaGe Linux Operations
Apr 8, 2018 · Operations

Mastering Ops Standardization: From Documentation to Automation

An in‑depth guide explains how enterprises evolve from chaotic, manual operations to standardized, documented processes across data center, IT resources, services, and incident management, laying the groundwork for reliable automation and improving efficiency while reducing human error.

IT infrastructureStandardizationprocess documentation
0 likes · 13 min read
Mastering Ops Standardization: From Documentation to Automation
Suning Technology
Suning Technology
Nov 17, 2017 · Operations

How Suning Scaled Its API Platform: Standards, High Availability, and O2O Event Readiness

This article explains how Suning built a standardized, high‑availability API gateway, detailing naming conventions, documentation practices, protocol choices, error‑code design, dynamic configuration, SDK automation, system refactoring, monitoring, intelligent alerting, and the specific preparations made for the O2O shopping festival.

API DesignCloud ComputingStandardization
0 likes · 16 min read
How Suning Scaled Its API Platform: Standards, High Availability, and O2O Event Readiness
Qunar Tech Salon
Qunar Tech Salon
Nov 8, 2017 · Operations

Evolution of Ele.me's Operations Infrastructure: From 1.0 to 2.0 – Standardization, Automation, and Data‑Driven Management

The article recounts Ele.me's rapid growth and the resulting operational challenges, describing how the company progressed from ad‑hoc 1.0 practices to a standardized, automated 2.0 infrastructure built on ZStack private cloud, fine‑grained operations, and data‑driven management to improve quality, efficiency, and cost.

Standardizationmonitoringresource management
0 likes · 21 min read
Evolution of Ele.me's Operations Infrastructure: From 1.0 to 2.0 – Standardization, Automation, and Data‑Driven Management
Efficient Ops
Efficient Ops
Nov 5, 2017 · Operations

Scaling Ele.me’s Infrastructure: Operations, Automation, and Private Cloud Insights

This article recounts Ele.me's rapid growth from 2014 onward, detailing the challenges of network and server management, the evolution of their operations through standardization, process automation, and platform building, and how private cloud solutions like ZStack enabled fine‑grained, data‑driven infrastructure management.

Cloud ComputingInfrastructureStandardization
0 likes · 23 min read
Scaling Ele.me’s Infrastructure: Operations, Automation, and Private Cloud Insights
Efficient Ops
Efficient Ops
Sep 18, 2017 · Operations

How Meizu Built a Continuous Delivery Platform to Boost Ops Efficiency

This article details Meizu's journey from early internet eras to a mature continuous delivery platform, outlining the operational challenges, platform components, standardization, automation, and future intelligent operations to achieve high quality, efficiency, cost control, and security.

Cloud ComputingContinuous DeliveryStandardization
0 likes · 19 min read
How Meizu Built a Continuous Delivery Platform to Boost Ops Efficiency
Efficient Ops
Efficient Ops
Jun 6, 2017 · Operations

How SF Express Transformed Its Infrastructure: From Chaos to Automated DevOps

This article details SF Express's journey from a fragmented, manual infrastructure operation to a standardized, automated DevOps environment, covering organizational restructuring, open‑source adoption, change management, capacity forecasting, and the vision for a self‑service "WeiX" platform.

DevOpsInfrastructureStandardization
0 likes · 18 min read
How SF Express Transformed Its Infrastructure: From Chaos to Automated DevOps
StarRing Big Data Open Lab
StarRing Big Data Open Lab
Nov 4, 2016 · Artificial Intelligence

How Item Features Power Music Recommendations: A Hands‑On Guide

This article explains how recommendation systems can use item‑level features instead of user ratings, illustrating the approach with Pandora's music‑gene project, detailing feature selection, scoring, distance calculations, standardization, and classification techniques across music, athlete, Iris, and automobile datasets.

Standardizationclassificationdistance metrics
0 likes · 20 min read
How Item Features Power Music Recommendations: A Hands‑On Guide
Architects' Tech Alliance
Architects' Tech Alliance
Oct 6, 2016 · Cloud Native

Enterprise Adoption of Container Technology: Standardization, Efficiency, and Competitive Advantage

The article examines how Docker‑based container technology can be standardized and applied in enterprises to improve resource utilization, streamline software delivery, and create competitive advantages, while also discussing ecosystem standards, selection criteria, and the broader impact on modern IT development.

DevOpsDockerEnterprise IT
0 likes · 9 min read
Enterprise Adoption of Container Technology: Standardization, Efficiency, and Competitive Advantage
Efficient Ops
Efficient Ops
Aug 21, 2016 · Operations

How to Build a Standardized CI/CD Pipeline for Enterprise Delivery

This article explains how enterprises can overcome manual deployment challenges by standardizing their tech stack, defining mutable and immutable deployment modes, designing an XY‑axis model for system components, and implementing continuous integration, delivery, feedback, and monitoring using tools like Jenkins.

CI/CDContinuous DeliveryDevOps
0 likes · 21 min read
How to Build a Standardized CI/CD Pipeline for Enterprise Delivery
Efficient Ops
Efficient Ops
Nov 18, 2015 · Operations

How Tencent Game Ops Evolved: From Standardization to Intelligent Operations

This article details Tencent Game's operational transformation journey, covering the three development phases, multi‑role division, standardization challenges, service‑oriented improvements, DNF online‑time optimization, and the ongoing exploration of intelligent operations.

Operations ManagementStandardizationintelligent operations
0 likes · 12 min read
How Tencent Game Ops Evolved: From Standardization to Intelligent Operations
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jun 2, 2015 · Operations

Understanding the Standardization Process of Data Centers

This article examines the evolution and logic of data center standardization, discussing server customization, IT and mechanical module standardization, the value of modular designs, practical examples from major tech companies, and offers guidance for both large and small users on adopting modular, standardized data center solutions.

IT infrastructureStandardizationmodular design
0 likes · 11 min read
Understanding the Standardization Process of Data Centers
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jun 2, 2015 · Fundamentals

Methodology for Implementing Modular Data Centers

This article presents a methodology for modular data center implementation, emphasizing the role of standardization, distinguishing design versus prefabrication, illustrating with micro‑module and container examples, and analyzing the standardization levels of major tech companies and colocation providers.

Cloud OperationsICTStandardization
0 likes · 8 min read
Methodology for Implementing Modular Data Centers
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jun 2, 2015 · Operations

Methodology for Implementing Modular Data Centers and Interpreting the Standardization Process

This article presents a methodology for modular data center implementation, emphasizing the essential role of standardization—distinguishing design from prefabrication—and analyzes how leading companies like Google, Microsoft, and Facebook apply these processes, while also comparing colocation providers such as Digital Realty Trust.

ICTStandardizationcolocation
0 likes · 10 min read
Methodology for Implementing Modular Data Centers and Interpreting the Standardization Process
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
May 26, 2015 · Operations

Understanding Data Center Standardization and Modularization: Concepts, Drivers, and Implementation Guidance

This article explains the definition of modularization in data centers, identifies the industry stakeholders and motivations behind modular data center adoption, evaluates the real benefits of micro‑modules, and provides a step‑by‑step methodology and practical recommendations for both large and small users.

IT modulesStandardizationmicro-modules
0 likes · 11 min read
Understanding Data Center Standardization and Modularization: Concepts, Drivers, and Implementation Guidance
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
May 25, 2015 · Operations

Methodology for Implementing Modular Data Centers and Interpreting Standardization Processes

This article examines the concept of modularity in data centers, explains how standardization underpins true modular design, compares industry approaches such as micro‑modules and containerized solutions, and analyzes the standardization levels of major tech companies and colocation providers to guide implementation decisions.

Standardizationmethodologymodular data center
0 likes · 10 min read
Methodology for Implementing Modular Data Centers and Interpreting Standardization Processes
Suning Design
Suning Design
Apr 12, 2014 · Product Management

When Design Standards Backfire: How to Adapt Them for Better Products

The article explores how standards boost efficiency and consistency across industries and web design, but warns that blindly applying them can harm user experience, illustrating the need to adapt standards to specific contexts such as UI components, product strategy, and multilingual signage.

Standardizationdesign standardsproduct management
0 likes · 11 min read
When Design Standards Backfire: How to Adapt Them for Better Products