The article explains the importance of data governance for organizations handling big data, distinguishes narrow and broad governance approaches, outlines strategic principles, and presents case studies from companies like Tencent, SF Tech, Huolala, and NetEase to illustrate effective governance practices.
This article explains the importance of data governance, distinguishes narrow and broad governance, outlines its systemic and selective nature, and presents eight practical case studies from companies like Tencent, NetEase, and MobTech, offering actionable strategies for high‑quality data across its lifecycle.
Guangdong Mobile’s CRM system, supporting over 130 million users, passed the China Information & Communication Research Institute’s DevOps technical‑operation 2+ level assessment, showcasing a landmark achievement in standardized, tool‑enabled DevOps practices that boost quality, safety, and market competitiveness.
This article details HaiTong Securities' journey through the DevSecOps assessment, showcasing their eHaiTongCai data service platform, interview insights from senior managers, the security challenges they faced, and the concrete steps they took to embed security across the entire software lifecycle.
The article details how China’s CITIC Securities leveraged the national DevOps and DevSecOps maturity models, passed Level 2 security assessments, and integrated cultural, procedural, and technical practices to enhance its institutional business service platform, improve security, and accelerate its digital transformation.
In a recent interview, the head of the System Operations Department at China Merchants Securities explains how their next‑generation core trading system, built on a distributed micro‑service architecture with open‑source components and cloud‑native tools, achieved Level 2 technical‑operation DevOps certification, detailing the challenges, improvements, and future plans for digital transformation.
GuoXin Securities' non‑onsite account opening platform passed the CAICT DevOps Technical Operations 2+ assessment, showcasing how standardized DevOps practices, containerized micro‑services, and a data‑driven operations model can dramatically improve efficiency, reliability, and digital transformation in the financial sector.
The article details CICC Wealth’s E‑Space investment advisory platform’s journey to passing the China Information Communication Research Institute’s DevOps continuous delivery Level‑3 assessment, highlighting the role of standardized DevOps practices, agile transformation, tool integration, performance improvements, and the broader impact on the financial sector’s digital modernization.
Nanjing Bank’s digital credit card project passed the CAICT DevOps continuous‑delivery Level 3 assessment, showcasing a successful cloud‑native, agile transformation through automated pipelines, cross‑team collaboration, and measurable efficiency gains, while the article also presents industry‑wide DevOps adoption statistics and future plans.
This article details Nanjing Bank's successful passage of the CAICT DevOps Continuous Delivery Level 3 assessment for its digital credit card project, highlighting the bank's DevOps practices, challenges, benefits, and future plans within a broader digital transformation context.
This article details China Agricultural Bank's pioneering achievement in passing the level‑3 DevOps application design assessment for its distributed core customer information cloud project, highlighting the standards, architecture, benefits, challenges, and future plans of its DevOps transformation.
China Agricultural Bank’s distributed core customer information project passed the Level‑3 DevOps Application Design assessment, showcasing a cloud‑native micro‑service architecture, comprehensive DevOps practices, and measurable improvements in scalability, observability, and security that set a new industry benchmark.
Guojin Securities' Commission Treasure App achieved Level‑3 continuous delivery in the CAICT DevOps assessment, showcasing how standardized DevOps practices, tool integration, and a unified platform boosted development efficiency, security, and digital transformation across the financial services sector.
This article explains how adopting a service‑design perspective can drive design‑empowerment projects, outlining a four‑step methodology—defining insights, mapping the project journey, segmenting target users and needs, and proposing tailored solutions—and illustrates the approach with a detailed case study of a home‑service detail‑page redesign.
The article analyzes the challenges of maintaining up‑to‑date technical documentation in fast‑paced development, presents four real‑world case studies, introduces the concept of "live documents" from a recent book, and proposes concrete practices such as ADR logs, automated rule‑to‑doc pipelines, and integrated knowledge bases to improve knowledge retention and usability.
This article examines Baidu Wenku's decade‑old document platform and explains how user research revealed outdated visuals and interactions, prompting a comprehensive visual and experiential redesign that aligns the product with the preferences of younger users.
The X‑star solution from XingSheng YouXuan’s tech team won second prize in Huawei’s 2022 Developer Competition by delivering high‑performance user‑profile selection and cost‑effective database innovations on Huawei Cloud, showcasing business, commercial, and technical value for improved marketing efficiency and platform experience.
The article describes how TCL leveraged StarRocks to create a unified data analytics platform, detailing the company’s background, OLAP evolution, typical StarRocks use cases such as real‑time dashboards, HR analytics, and email alerts, and outlines future plans for further integration and performance improvements.
This article examines Dewu App's rapid DevOps transformation, detailing the holistic analysis of development, testing, and operations, the step‑by‑step solution framework, concrete results for a thousand‑person engineering team, and insights on making DevOps an organizational evolution rather than a mere toolset.
This article compares B‑end and C‑end product design priorities, explains their underlying similarities, and presents a detailed case study of the 京象 delivery app where a C‑end promotional activity was integrated into a B‑end product to boost efficiency, conversion and user experience.
This case study examines how Google decommissioned its legacy file‑server backend, focusing on the design, management, and migration of the main directory, and highlights the operational lessons and SRE practices that ensured a smooth transition without service disruption.
The article details Liaoning Mobile's award-winning DevOps transformation, describing the team's background, agile implementation, toolchain construction, challenges faced, system highlights, and measurable results that earned them the prestigious Communication Industry DevOps Team Award at the 2022 GOITI ceremony.
This article details why 360 selected StarRocks as its OLAP engine, compares its performance and resource usage against MySQL, Hive, Spark, Druid, ClickHouse and Doris, and describes the concrete deployment scenarios and data products built on StarRocks within the company.
This case study details Baidu Hotel’s design process for a price‑comparison feature, outlining market background, user research, strategic touchpoints, competitive analysis, and three implementation phases that together enhanced perception, built cognition, and reinforced memory, ultimately improving conversion rates.
This article details State Grid Tianjin Electric Power's early adoption and successful certification of the national DCMM data management maturity model, outlining background, certification milestones, systematic practices, and lessons learned that illustrate how data governance, architecture, and application strategies drive digital transformation.
China Minsheng Bank’s Centralized Operations Business Processing System passed the CAICT DevOps Technical Operations Level‑2 assessment, showcasing how standardized DevOps practices, continuous delivery pipelines, and cross‑team collaboration can boost efficiency, safety, and competitiveness in the banking sector.
This article details Ningbo Bank's successful DevOps standard assessment, highlighting the project's scope, implementation challenges, measurable improvements, and the broader impact on the bank's digital transformation and operational efficiency.
China Minsheng Bank’s centralized operation business processing system passed the Level 2 technical operation assessment of the national DevOps maturity model, showcasing how standardized DevOps practices, continuous delivery pipelines, and cross‑team collaboration can boost efficiency, safety, and competitiveness in the banking sector.
The article details Bilibili’s capacity‑management approach, showcasing system architecture, monitoring metrics, scaling tactics, and performance results through diagrams and screenshots, and explains how its operational processes and tools maintain reliable service delivery during high‑traffic periods, offering practical capacity‑planning insights.
Liaoning Mobile’s Channel Management System project passed the CAICT DevOps Capability Maturity Model Level‑3 continuous delivery assessment, showcasing how standardized DevOps practices, toolchains, and agile transformation boosted delivery speed, team capability, and operational efficiency, positioning the carrier at the forefront of China’s digital transformation.
China Minsheng Bank’s Centralized Operation Business Processing System passed the CAICT DevOps Technical Operations Level 2 assessment, marking the first joint‑stock bank to reach this advanced domestic standard, and the article details the interview insights, system architecture, and broader DevOps standard overview.
On October 28, 2022, China Merchants Securities became the first South‑China firm to pass the CAICT DevOps continuous‑delivery Level 3 assessment for two separate projects, showcasing how standardized DevOps practices and tool empowerment can dramatically boost delivery speed, quality, and competitive advantage in the financial sector.
This article presents how leading Chinese enterprises such as Tencent, Baoxin Software, and Beijing Gas have leveraged the CAICT‑led DevOps Capability Maturity Model to assess and improve their IT operations, detailing project counts, performance metrics, and key lessons across continuous delivery and security standards.
This article reviews how three major Chinese insurance companies applied the CAICT DevOps Capability Maturity Model to improve IT efficiency, integrate resources, and support business systems, highlighting project details, architectural innovations, and measurable outcomes across continuous delivery, technology operations, and risk management.
This article reviews how major Chinese state‑owned banks applied the China Information Communication Research Institute's DevOps Capability Maturity Model, detailing assessment results, project implementations, and performance improvements across continuous delivery, security, and system tooling, offering valuable insights for enterprises pursuing DevOps transformation.
This article reviews how major Chinese joint‑stock banks have adopted the CAICT‑led DevOps Capability Maturity Model, detailing the number of evaluated projects, specific case studies, and the model’s industry‑wide significance for digital transformation and operational excellence.
This article analyzes eight practical UI/UX case studies—from empathetic map navigation and smarter text input to privacy‑focused designs, motion‑enhanced feedback, IP interaction, and streamlined flows—showing how thoughtful design can dramatically improve user satisfaction across mobile apps.
This chapter traces the evolution of enterprise technical architecture from monolithic to distributed, microservice, and middle‑platform models, illustrates Ziroom's ten‑year journey toward cloud‑native and DevOps practices, and analyzes the stability, efficiency, and process challenges encountered along the way.
This article explains the origins and principles of modular design, outlines its four key attributes—agility, flexibility, richness, and extensibility—and demonstrates how applying a modular approach can accelerate product updates and improve user experiences across online and offline scenarios through real‑world case studies.
This article presents a structured workflow for operational designers, outlining five key formulas—from demand analysis to post‑project review—along with a detailed case study that demonstrates how to apply each step to improve efficiency, alignment with business goals, and design quality.
This article reviews the evolution of federated learning, outlines its algorithms and standards, proposes centralized and decentralized network‑intelligence architectures for mobile communications, and presents a customer‑experience‑management case study that demonstrates how federated learning improves model accuracy and privacy across multiple regional nodes.
This article shares a practical framework for designers to seize fleeting opportunities in fast‑growing products by identifying the product stage, applying a three‑step "find‑strategy‑execute" approach, and using the five‑element interaction model to drive measurable experience improvements.
This article outlines the current state of network security in China, the government's strong emphasis on it, the legal framework, the necessity of incident response, detailed emergency‑response procedures, Ziru's own security program, and three illustrative case studies including Log4j2, a 2021 drill, and a FastJson vulnerability.
After the 2015 Yeezy launch caused a massive traffic surge that crashed Adidas' website, the engineering team adopted cloud‑native infrastructure, Kubernetes, and DevOps practices, raising their release cadence from a six‑week cycle to five deployments per day.
This article details how Hai Fa Bao Cheng's "Jing Yuan Bao" management platform passed the Level‑3 DevOps continuous delivery assessment, showcasing the practical benefits, metrics improvements, and strategic insights of adopting standardized DevOps practices for digital transformation in the financing leasing industry.
Zhaotai Securities' self‑developed "Bee‑Bird Performance Platform" passed the China Information and Communication Research Institute's DevOps system and tool standards evaluation, showcasing how standardized DevOps practices, continuous delivery pipelines, and DevSecOps integration dramatically improve efficiency, safety, and digital transformation in the financial sector.
Zhejiang Commercial Bank’s Financial Technology team discusses how their industry‑first DevOps continuous‑delivery platform earned a Level‑3 assessment from the China Academy of Information and Communications Technology, highlighting the standards, tools, metrics, challenges, and future plans that propelled their supply‑chain finance service platform to a leading position in digital transformation.
This article explains that experience design is fundamentally service design, emphasizes the importance of user scenarios, and presents eight real‑world case studies—from regret mechanisms and elderly‑friendly features to predictive functions, multisensory interaction, contextual copy, animation, streamlined flows, and internationalization—showing how thoughtful design boosts satisfaction and usability.
This article explains what Elasticsearch is, how it solves database acceleration, log observability, and data analysis problems, details its core components and underlying engine features, compares its strengths and weaknesses, and presents classic application scenarios and a real‑world case study integrating Elasticsearch with Flink for large‑scale log analytics.
This article examines how designers can gain strategic influence by deeply understanding user needs, analyzing product manager assumptions, and applying a structured, role‑based approach to improve interview experiences for domestic‑worker hiring platforms.
This article walks through the redesign of a travel app's loading animation, explaining why an upgrade was needed, analyzing industry examples, defining design directions, presenting graphic and IP loading concepts, and sharing the final polished solutions that enhance fun, recognizability, and brand alignment.
The document details Apollo's mobile exception monitoring SDK, explaining its business background, provided capabilities, step‑by‑step workflow, configuration specifications, example rules, performance verification results, and real‑world case studies that demonstrate rapid issue detection and resolution during high‑traffic events.
The 2022 Cloud Native Industry Conference in Beijing, organized by the China Academy of Information and Communications Technology and the China Communications Standards Association, showcased 14 exemplary cloud‑native cases—including Zuoyebang’s search system—highlighting the rapid growth of China’s cloud‑native ecosystem, its technical innovations, and the release of a national cloud‑native security testing platform.
This article explains how combining graph computing with artificial intelligence can address modern supply‑chain challenges, improve decision‑making, and deliver cost savings, illustrated by TigerGraph’s platform and a Jaguar Land Rover optimization case study.
This article explains the fuzzy comprehensive evaluation method, outlines its five-step procedure for handling vague criteria, and demonstrates its application through a university professor promotion case, illustrating how to compute and interpret the fuzzy evaluation results.
This article reviews how leading Chinese securities companies adopted the CAICT‑led DevOps Capability Maturity Model, detailing assessment results across dozens of projects, the improvements in delivery speed, test coverage and security, and the broader impact on digital transformation in the financial sector.
This article examines how major Chinese state-owned banks adopted the CAICT‑led DevOps Capability Maturity Model, detailing assessment numbers, project implementations, cloud‑native architectures, cultural shifts, and measurable improvements in delivery speed, quality, and security across multiple banking initiatives.
This presentation explores how combining graph computing with artificial intelligence can address modern supply chain challenges, improve decision‑making, and enable digital transformation, illustrated by a Jaguar Land Rover case study that demonstrates risk analysis, optimization, and cost reduction.
The article examines how Air China leveraged cloud‑native technologies to overcome traditional app development bottlenecks, achieve daily releases, handle massive 24/7 traffic, and dramatically improve performance, security, and passenger experience in the highly competitive airline industry.
Beijing Gas’s Tongzhou Call Center project passed the Level 2 DevOps continuous‑delivery assessment, showcasing how standardized processes, a cloud‑native tool platform, and agile practices dramatically improved delivery speed, quality, and digital transformation across the organization.
The 19th episode of the “Cloud Native is Speaking” live‑stream, airing on April 26 at 19:30, features Tencent Cloud’s WeChat Cloud Hosting product manager Zhang Sijing, who will showcase how WeChat Cloud Hosting enabled Master Kong’s high‑traffic Spring Festival “Expression Rain” campaign, delivering cost reductions, efficiency gains, and robust support for H5 and mini‑program back‑ends.
By photographing and labeling every garment, the author uses data‑analysis metrics such as quantity and elimination rate to reveal seasonal imbalances, high discard rates for online and flashy items, and then recommends buying more denim, trying winter clothes in‑store, and regularly updating the wardrobe dataset.
This article explains how to select and use appropriate UML diagrams throughout a software project's lifecycle—covering project initiation, requirements analysis, system design, and detailed modeling—illustrated with electronic procurement and hospital admission case studies.
This article explores the growing maturity of VR technology in the booming metaverse era, detailing its advantages for used‑car sales, the construction of a VR quality evaluation system, and the design strategies for shooting tools that ensure realistic, vivid, and efficient virtual car experiences.
This article explores how enterprises can overcome common data‑analysis frustrations, explains why quantitative data is essential for effective management, outlines methods to boost data‑driven management efficiency through analysis and productization, and presents a detailed second‑hand car platform case study illustrating these concepts in practice.
This article presents the Chinese DevOps Capability Maturity Model, showcases eight leading companies—including Tencent, Baoxin Software, and Huairong Technology—that have been evaluated, details their project outcomes, and explains how the model guides digital transformation and IT operational improvement across industries.
This article examines how three leading Chinese insurance companies used the nationally‑backed DevOps Capability Maturity Model to evaluate and improve their IT operations, detailing project architectures, cloud‑native implementations, continuous‑delivery results, and the broader significance of the DevOps standard.
This article reviews how major Chinese joint‑stock banks have adopted the CAICT‑led DevOps Capability Maturity Model, detailing assessment numbers, case studies of each bank's DevOps implementation, and the model’s standards and industry impact.
This article analyzes the efficiency challenges faced by Youzan’s mid‑platform approach, identifies three major pain points in demand planning, development cycle length, and uneven value delivery, and presents five practical interventions—including a company‑wide backlog, OKR alignment, proportional resource support, and co‑development—that reduced overall delivery time by 10% and highlighted new coordination issues for future improvement.
Photopea, a free web‑based Photoshop clone created by Czech developer Ivan Kutskir, grew from a solo hobby project into a platform with hundreds of thousands of daily users, generating revenue through ads, subscriptions, and licensing, while operating on a minimal $45‑per‑year server cost and illustrating the power of iterative development and individual entrepreneurship.
The article reviews ten significant 2021 internet outages—both domestic and international—analyzing their root causes, from server room power failures to configuration bugs, and highlights the operational lessons engineers can learn to improve system resilience.
This article explores how designers can add strategic value to B2B products by aligning design decisions with business goals, using a used‑car platform case study that illustrates product transformation, multi‑scenario coverage, offline‑online integration, and a systematic design implementation process.
China Post Savings Bank’s three core systems passed the Level 3 DevOps Continuous Delivery assessment, showcasing leading domestic capabilities, while senior leaders discuss the bank’s DevOps evolution, measurable improvements, future DevSecOps plans, and the broader industry standards driving these results.
Xinwang Bank’s distributed consumer loan core system passed the CAICT DevOps Level‑3 continuous delivery assessment, showcasing how standardized DevOps practices, toolchain integration, and agile development boosted code commits, build frequency, test coverage, and delivery speed, while providing insights into challenges, metrics, and future plans.
This article presents JD Daojia's data platform built on StarRocks, detailing business background, challenges such as pagination inconsistency, case‑when performance, and array‑type issues, and provides concrete SQL solutions, best‑practice tips, and future optimization directions.
By leveraging existing middle‑platform services and a lightweight, configurable discount component, Xianyu rapidly built a full‑scale Double 11 marketing discount system—covering merchant recruitment, unified discount calculation, pre‑heat visuals, and robust load‑testing—delivering a stable promotion platform that can be reused for future campaigns.
The award‑winning JD Retail Cloud store‑CRM solution helped the Haolinju convenience‑store chain overcome fragmented membership systems by rebuilding user data, applying big‑data algorithms and marketing automation, which boosted precise‑marketing ROI by 19% and increased purchase frequency by 0.7 per customer.
This article traces the evolution of big data technologies from early concepts and Google research papers through the rise of Hadoop, examines the platform transformations of Alibaba, JD.com, and Didi, and offers practical stack‑selection guidance for medium‑ and small‑scale enterprises.
During JD's 11.11 promotion, the team adopted the AI‑powered low‑code tool Deco to generate personalized event pages, replacing manual coding and low‑code platform workflows, achieving a 48% efficiency gain while detailing the workflow, component integration, code generation, data handling, and observed limitations.
This article explains the concept and core steps of funnel analysis, demonstrates its application with a detailed Taobao reverse‑logistics case, identifies key metrics and pain points, and offers data‑driven recommendations to improve conversion and on‑site pickup rates.
Shanghai Pudong Development Bank’s eight systems passed the third‑level DevOps continuous‑delivery assessment, showcasing how standardized processes, tool empowerment, and a unified maturity model can dramatically boost development efficiency, quality, and competitive advantage in the banking sector.
Huatai Securities became the first Chinese securities firm to pass the DevOps Technical Operations 2+ level assessment, sharing detailed interview insights on the project’s high‑availability design, operational improvements, challenges overcome, and future plans for broader technical‑operations transformation.
This article details Bank of Communications' successful DevOps standard assessment, showcasing how its Smart HR and Cross‑border Finance projects reached Level 3 maturity, the interview insights from the project manager, and the broader impact of DevOps practices on banking digital transformation.
This article examines how thoughtfully crafted main visuals influence user engagement and sales in e‑commerce campaigns, presenting four case studies from the “Super Welfare Day” series that illustrate design background, strategy, visual style, implementation, and measurable results such as an 85.2% GMV lift.
This article explains why diagnostic analytics is essential, defines the concept, outlines problem types, presents a logical‑tree and hypothesis‑driven methodology, showcases two real‑world projects (weather‑impact index and an intelligent anomaly‑diagnosis system), and highlights frequent mistakes to avoid.
Zhengzhou Bank’s new retail loan system passed the third‑level DevOps continuous‑delivery assessment, leading to a 2.31‑fold increase in annual delivery demand, an 18‑day reduction in cycle time, and a shift to automated, seconds‑level environment delivery, illustrating the transformative power of standardized DevOps practices.
This article examines how three major Chinese insurance firms applied the CAICT DevOps Capability Maturity Model to improve IT efficiency, integrate teams, and accelerate continuous delivery, highlighting architectural innovations, cloud adoption, and measurable performance gains across distributed core systems, e‑commerce platforms, and agricultural claims solutions.
This article shares practical collaboration strategies through real‑world cases, explaining why framing proposals around others' benefits, identifying the right partners, and aligning mutual goals can turn complex technical challenges—like slow‑SQL governance and barcode‑scale integration—into successful joint projects.
This article reviews the China Academy of Information and Communications Technology's DevOps Capability Maturity Model, shows how major state‑owned banks have participated in 39 assessments, and presents detailed case studies illustrating each bank's DevOps adoption, challenges, and outcomes.
This article examines how leading Chinese securities firms adopt the CAICT‑led DevOps Capability Maturity Model, presenting detailed case studies, assessment metrics, and improvements in continuous delivery, technical operation, and security that illustrate the model’s industry impact.
This article examines how major Chinese state‑owned banks applied the CAICT DevOps Capability Maturity Model to improve IT efficiency, integrate resources, and support business systems, detailing assessment numbers, project implementations, challenges, and outcomes across continuous delivery, security, and toolchain standards.
In a detailed interview, Henan Zhongyuan Consumer Finance explains how its new generation consumer loan system achieved the industry‑first Level‑3 DevOps continuous delivery assessment, highlighting the standards, tools, performance metrics, challenges overcome, and future plans that together illustrate the transformative power of standardized DevOps practices.
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.
This article examines how IKEA Sweden’s retail sales team, together with partner Capgemini and Microsoft, leveraged low‑code development on Power Platform and Dynamics 365 to replace manual Excel processes, streamline B2B sales, improve customer support, and achieve measurable efficiency and revenue gains.
This article analyzes the Ganjian Salary Wish Festival as a case study of operational marketing, exploring industry insights, audience targeting, brand messaging, benefit‑driven conversion, interactive game design, and data results to reveal how such activities can sustainably retain users beyond simple incentives.
This case study examines Suning's six‑year digital transformation, detailing how its enterprise architecture evolved and was governed, and reveals the steps traditional retailers take to become successful internet and O2O enterprises in the modern market.
This article recounts Xianyu's pioneering adoption of Flutter since 2017, detailing the technical, organizational, and cultural challenges they faced, the lessons learned from hybrid architecture and open‑source efforts, and why rumors of abandoning Flutter are unfounded as they continue to invest in the technology.
This article explores essential user research techniques—including surveys, phone interviews, and onsite studies—detailing their design, execution, and incentives, and presents a practical case from a CRM redesign, covering research outlines, target participants, question frameworks, data metrics, and outcome analysis.
This article explains low-code technology from its academic definition and historical evolution to its core value for enterprise digital transformation, outlines current industry trends, and presents a detailed case study of building a simple workflow application using Alibaba's Yida platform.
This case study examines how 58's live‑streaming recruitment platform evolved by analyzing user behavior, identifying pain points, and implementing design strategies that improve content discovery, create a lively atmosphere, and enhance interaction, ultimately boosting candidate engagement and conversion rates.
