This guide walks you through getting started with Google Colab, covering setup, basic notebook usage, useful configurations, Google Drive mounting, and how the platform supports machine‑learning teaching and GPU acceleration, all without any local installation.
This article details Ctrip’s multi‑generation cloud networking solutions, tracing the progression from early VLAN‑based Layer‑2 designs through SDN‑enabled large‑scale networks to container‑centric and cloud‑native architectures, highlighting hardware topologies, software integrations, and operational lessons for large‑scale data‑center environments.
Modern instant messaging platforms have evolved from simple CS/P2P designs to complex distributed architectures that store messages before synchronizing, enabling features like multi-device sync, message roaming, and online search, with Alibaba Cloud Tablestore’s Timeline model providing scalable storage, indexing, and flexible synchronization strategies.
The article analyzes the evolution of technology architecture, explains the origin and purpose of the mid‑platform concept from Alibaba and JD, outlines future software trends such as AI‑driven logic, IoT UI, blockchain data, and quantum infrastructure, and proposes a layered application model for the emerging industry internet.
In this interview, Lu Zhi, the technical lead of Ant Financial's SOFA middleware, discusses the evolution from SOFA4 to SOFA5, the strategic importance of Service Mesh and Serverless, the development of the Seata distributed‑transaction framework, and the team’s open‑source governance and community‑building approaches.
iQIYI built a three‑component CDN Inspection System that automatically generates tasks, centrally processes and analyzes results, and runs edge measurements to monitor millions of hybrid CDN servers in real time, detecting configuration errors, file mismatches and traffic anomalies, enabling proactive remediation and 100 % local coverage.
This article reviews the ten‑year evolution of cloud computing from its early AWS experiments to the present, analyzing the technological, social, and business drivers, outlining each development stage, and forecasting future directions such as AI integration, vertical clouds, multi‑cloud strategies, and ecosystem growth.
This article explains the fundamentals of cloud computing infrastructure, covering internal versus public cloud models, core components such as compute, network, and storage, the advantages of IaaS, hybrid cloud strategies, network evolution, and common challenges like noisy neighbors and latency.
The article explores the concept of trustworthy software, outlines its five key dimensions—safety, reliability, availability, security, and resilience—and describes how Huawei Cloud DevCloud is applying these principles through its open‑source mirror services and secure development practices.
OpenSDS Gelato is an open‑source multi‑cloud data management platform that unifies object storage across public clouds and on‑premises, offers S3‑compatible APIs, supports backend pooling and policy‑driven cross‑cloud data flow, and outlines a roadmap for lifecycle management and advanced migration tools.
Live streaming platforms increasingly rely on CDN technology to handle sudden traffic spikes, improve latency and stability, and support various streaming protocols such as RTMP, HLS, and FLV, with a detailed workflow that shows how broadcasters, schedulers, and viewers interact through edge nodes.
This article traces the evolution of cloud computing from the 2006 rise of IaaS through PaaS and CaaS, explains the fundamentals of Serverless architecture, distinguishes BaaS and FaaS, and highlights why Serverless represents a major shift in how applications are built and deployed.
The article explains the traditional four‑layer technical architecture, introduces the origin and purpose of the mid‑platform concept, predicts future software trends such as AI‑driven logic, distributed microservices, big‑data and cloud infrastructures, and outlines a comprehensive layered model for next‑generation enterprise applications.
An in‑depth look at Baidu’s leadership turmoil, from Zhang Yaqin’s imminent retirement and the revolving door of senior executives to the costly recruitment of AI stars like Andrew Ng, revealing how strategic missteps, internal power struggles, and a bold cloud‑AI push shaped the company’s fortunes.
In a candid interview, Alibaba Cloud’s new president discusses how pricing is just a starting point, the shift from open‑source to self‑developed data platforms, the rapid growth of hybrid cloud, security priorities, the role of AI, the evolution of the middle‑platform concept, ecosystem integration, and the strategic focus on scaling, public‑cloud share, and partner collaboration to drive Alibaba Cloud’s future growth.
In a detailed interview, Alibaba Cloud’s new president discusses the future of cloud computing, emphasizing the shift from price competition to core value, the importance of hybrid cloud, data processing platforms, open‑source challenges, AI integration, ecosystem strategy, and the evolving role of the cloud as a platform and integrated service.
Reflecting on a decade of AWS, this article shares ten hard‑earned lessons—from building evolvable systems and anticipating failures to prioritizing security, automation, and open platforms—that guide the design, operation, and scaling of cloud services for today’s enterprises.
The 2019 Information Technology New Engineering Alliance conference in Beijing gathered academia, research institutes, and industry leaders to discuss AI, big data, and curriculum innovation, highlighting Tencent's contributions to digital education, cloud certification, and the broader push for industry‑university collaboration in shaping future IT talent.
On March 23, a construction accident severed a fiber optic cable in Shanghai, causing widespread internet disruptions, but Tencent Cloud’s intelligent traffic scheduling system and four‑fiber‑three‑router high‑redundancy architecture automatically rerouted traffic, restoring services within two minutes and demonstrating robust cloud network resilience.
Suning’s 2019 conference speech outlines how smart retail, driven by AI, big data, and cloud technologies, transforms traditional retail through three evolutionary waves, multi‑channel expansion, personalized services, and innovative cloud solutions, highlighting practical case studies and future strategic directions.
The inaugural TVP Training Camp on March 16 2019 in Beijing gathered Tencent Cloud’s TVP members and leading big‑data experts to discuss emerging technologies such as Greenplum, PMEM‑driven infrastructure, data‑operation optimization, and next‑generation cloud databases, while a round‑table addressed practical challenges and affirmed Tencent’s commitment to ongoing expert collaboration.
The article chronicles JD.com’s turbulent CTO history, detailing past security incidents, major system overhauls, and strategic shifts toward cloud, big data, and AI, while highlighting how leadership changes reflect the company’s push to become a technology‑first enterprise.
The article examines how rapid cloud adoption, AI‑ops, and DevOps blur traditional IT operations roles, arguing that ops must shift from a low‑value cost center to a profit‑generating, efficiency‑driving function through mindset change, institutional innovation, expanded responsibilities, modern tools, and continuous skill upgrades.
This article reviews the evolution of front‑end technologies—from Ajax and Node.js to React—explains the serverless concept, and argues that serverless will trigger the next major shift in front‑end engineering by reshaping deployment, scaling, and the role of web developers.
This article explains the risks of using Terraform without proper safeguards, demonstrates a real-world failure caused by careless use of the --auto-approve flag, and presents a robust blue‑green deployment pattern with an arbitration module that enforces safe state transitions on UCloud.
A seasoned operations professional argues that despite sensational claims, the ops function remains essential—driven by its core responsibilities of quality, cost, efficiency, and security, evolving with cloud computing, DevOps, and emerging IoT demands.
The article argues that operations will not disappear, explaining its essential functions—quality, cost, efficiency, and security—how cloud computing reshapes the role, the evolution toward DevOps, and why both cloud outages and industry trends actually underscore ops’ enduring importance.
This report analyzes the rapid rise of white‑label (OEM/ODM) servers, examining why they are gaining market share, the impact of cloud‑computing demand, the shifting boundaries between white‑label and branded vendors, and how both sides are adapting through customization, open‑hardware initiatives and joint development models.
This article reflects on the misconceptions of IT operations roles, examines why many view ops as a low‑value job, and offers a practical roadmap—automation, DevOps, cloud services, and Python—to help ops engineers future‑proof their careers amid evolving industry trends.
This article provides an in‑depth technical overview of server virtualization, covering its historical evolution, CPU, memory, I/O and GPU virtualization techniques, hardware‑assisted extensions such as VT‑x/VT‑d/VT‑c, and the classification of virtualization architectures for modern cloud environments.
Using a vivid Journey to the West allegory, this article walks through cloud networking fundamentals—from regions, availability zones, and VPCs to BGP routing, DNS resolution, TCP handshakes, TLS encryption, load balancing, and micro‑service communication—illustrating each concept with clear diagrams and analogies.
This article outlines Meituan’s transition of its database platform from manual, script‑based operations through tool‑ and product‑centric stages to a private‑cloud and automation era, discusses current challenges such as root‑cause analysis and staffing, and shares insights on moving toward fully intelligent, data‑driven database operations.
This article reviews the development roadmap, current industry status, challenges, typical deployment scenarios, and optimization methods for speech recognition (ASR) and speech synthesis (TTS), and shares several Tencent Cloud intelligent voice case studies to illustrate practical applications.
The article examines how cloud computing, AI, and IoT are reshaping high‑end hotel operations—from digitizing guest journeys and automating front‑desk tasks to leveraging big‑data insights and language translation—while highlighting a strategic partnership with Tencent to accelerate smart‑hotel deployments.
This article provides a clear, beginner-friendly overview of cloud computing, explaining core terms such as IaaS, PaaS, SaaS, virtualization, hypervisors, OpenStack, containers, Docker, and Kubernetes, and illustrating how these technologies interrelate to form modern cloud infrastructure.
This article traces the evolution of Chinese banks' IT architecture—from early mainframe adoption and data consolidation to virtualization, cloud platforms, and containerization—highlighting the distinct tiers of banks, key historical milestones, and the strategic shift toward modern cloud-native infrastructures.
The January 2019 DB-Engines newsletter compiles the newest releases, feature highlights, and performance improvements across RDBMS, NoSQL, NewSQL, time‑series, big‑data, domestic, and cloud database families, while also explaining the ranking methodology and providing download links for the full issue.
The article reviews how 2018 marked a pivotal year for open source software, highlighting major acquisitions, the rise of commercial open source models, and the strategic advantages that drive market adoption, offering venture capital perspectives on what makes open source ventures succeed.
The Tencent Cloud+Community Developer Conference introduced Mini Program Cloud Development (Wafer) and its successor Wafer2, which separate front‑end Mini Programs from back‑end services, provide a unified SDK, free development environment, and integrated modules for data processing, databases, file storage, and cloud console, dramatically lowering entry barriers and streamlining deployment for developers.
Anycast assigns a single IP to multiple distributed DNS nodes, automatically routing queries to the nearest healthy server, which balances load, mitigates DDoS, and provides sub‑second failover; iQIYI’s internal tests confirmed UDP and TCP compatibility, enabling a self‑healing DNS deployment across data centers that cuts operational complexity and prepares for broader service use.
This comprehensive guide outlines the mindset, methodology, general and professional skills, core architectural concepts, design principles, and essential tools needed for anyone aspiring to become a proficient software architect in modern technology environments.
The article explains modern software engineering concepts such as microservices, containers, and serverless architectures, describing how they enable cloud‑native applications to achieve scalability, flexibility, continuous delivery, and reliability while also outlining their challenges and limitations.
Experts predict that multi‑cloud will dominate 2019, urging IT leaders to adopt flexible, well‑planned strategies, address skill gaps, leverage Kubernetes and AIOps, and focus on cloud data management to optimize performance, cost, and security across hybrid environments.
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.
Tencent Cloud’s big‑data platform tackles massive, multi‑component clusters by deploying an AIOps framework that aggregates logs and metrics, applies statistical and machine‑learning anomaly detection, uses regression and reinforcement‑learning for job‑parameter optimization, and integrates offline‑online pipelines, achieving over 88 % precision while planning automated root‑cause analysis, productized tools, platformized algorithm integration, and cross‑domain model reuse.
This article introduces HBase's ecosystem, including its components like OpenTSDB for time-series data, Kylin for cube analysis, Phoenix for SQL operations, and GeoMesa for spatial data, along with the author's experience in deploying these in a production environment.
This article explains how Baidu Cloud's Noah intelligent operations product builds a unified operations knowledge base by categorizing metadata, status, and event data and applying three ETL approaches—Pull, Push, and Lazy—to handle offline, near‑line, and real‑time data integration.
This article presents the design principles, core and logical architectures, AI integration, and platform capabilities of Ctrip's cloud-based customer service system, highlighting its multi‑channel, multi‑region, multi‑business, multilingual support, containerized microservices, and intelligent routing features.
The article explains cloud computing infrastructure, covering internal vs public cloud, core components of compute, network and storage, IaaS benefits, hybrid cloud strategies, networking changes like SD‑WAN, and challenges such as noisy neighbors and latency, providing a comprehensive overview for enterprises transitioning to cloud environments.
Recent university research evaluated the performance, resource allocation, isolation, cold-start latency, billing accuracy, and DDoS resilience of AWS Lambda, Google Cloud Functions, and Azure Functions, revealing differences in concurrency limits, language impact on cold starts, instance lifetimes, and billing quirks across the three platforms.
This article provides a comprehensive overview of cloud computing, tracing its evolution from physical servers through virtualization and IaaS/PaaS models to modern container and cloud‑native architectures, and explains key concepts, major vendors, and the challenges of automation and resource pooling.
The 7th China Small‑and‑Medium Bank Development Summit held in Guangzhou on November 29‑30 2018 gathered over 200 banking and fintech leaders to discuss the latest trends, challenges, and strategies in financial technology, digital transformation, risk control, and emerging technologies such as AI, big data, cloud and blockchain.
The 2018 OpenStack User Survey, based on 1,483 responses from 858 projects across 63 countries, uncovers how OpenStack is expanding beyond IT, the rise of Kubernetes and bare‑metal services, multi‑cloud adoption patterns, and the top software and hardware vendors shaping the global cloud market.
Alibaba’s massive data‑center operations face growing hardware failures, so they built the DAM (Dammo) platform that integrates Tianji management, predictive fault detection, automated remediation, and self‑balancing cluster reconstruction, achieving near‑complete hardware issue coverage and reducing manual intervention across hundreds of thousands of servers.
This article outlines the ten most sought‑after technical skills for IT professionals in 2019, covering DevOps, Hadoop, Python/Django, data‑science tools, machine learning, AI, RPA, AWS, Tableau, and digital‑marketing analytics, with market trends and certification guidance.
This article traces OpenStack’s rise, decline, and recent resurgence, describing how the foundation refocused on core services, launched pilot projects in CI/CD, containers, edge computing, and AI, and positioned the platform as a mature, widely‑adopted private‑cloud solution.
This article outlines the ten most sought‑after technical competencies for 2019—including DevOps, Hadoop, Python/Django, data‑science tools, machine learning, AI, RPA, AWS, Tableau, and digital‑marketing analytics—explaining why each skill matters, key tools to learn, and the market demand behind them.
The article details Suning’s Internet‑plus transformation, describing its strategic “one body, two wings, three clouds, four ends” model, the evolution of its enterprise architecture across three generations, the adoption of cloud, SOA, micro‑services, big‑data and AI platforms, and the accompanying R&D and organizational reforms.
Meituan’s HULK platform is a custom container‑cluster manager that integrates service governance, deployment and monitoring, while employing kernel patches, enhanced cgroup controls, dynamic CPU/memory isolation, P2P image distribution and in‑container core‑dump handling to overcome stability, performance and resource‑reporting challenges.
This article provides a comprehensive overview of Platform as a Service (PaaS), covering its definition, service model distinctions, historical milestones, major vendors, technical characteristics, container foundations, and the most prominent open‑source and commercial PaaS platforms.
The article examines how Alibaba’s 2009 Double 11 promotion grew into the world’s largest shopping festival, mirroring China’s transition from an investment‑export‑driven economy to a consumption‑led one, while spurring advances in cloud computing, IoT, and digital manufacturing over the past decade.
From the first tentative steps of Alibaba Cloud in 2006 to the fierce CDN price wars and the rise of new players like UCloud and QingCloud, this article chronicles a ten‑year saga of how cloud computing emerged, matured, and reshaped China’s internet ecosystem, highlighting key investments, strategic battles, and the shifting attitudes of industry giants.
The article analyzes the massive technical challenges of Alibaba's Double 11 flash‑sale event and explains how cloud elasticity, distributed messaging, containerization, real‑time data processing, AI, front‑end optimization, caching, monitoring, and database sharding together enable billions of transactions within minutes.
In November 2018, ACM honored Alibaba Damo Academy’s chief database scientist Li Fei‑Fei with the Distinguished Scientist award, recognizing his pioneering work on distributed, intelligent, and secure database systems, his transition from academia to industry, and his vision for future cloud‑native database technologies and academia‑industry collaboration.
Marking the 10th anniversary of Double 11, ZTO Technology details how it tackles massive traffic spikes with an automatic sorting management platform, a high‑availability IDC and private cloud, smart voice and face‑recognition services, real‑time data dashboards, and extensive performance testing to ensure stable, fast, and accurate order fulfillment.
Enterprise WeChat (WeCom) is Tencent’s B2B platform that separates work from personal chat while leveraging familiar WeChat interactions, integrating cloud, AI and security services, offering real‑name address books, read receipts, lightweight OA tools, open APIs for ERP/CRM, and extensible mini‑programs to enable smart enterprise connectivity and workflow automation.
From the humble 2009 launch of Double 11 to the massive, cloud-native, multi-region architecture of 2018, Alibaba’s engineers chronicle yearly technical hurdles—traffic spikes, system crashes, CDN limits, over-selling, and the evolution of stress-testing, capacity planning, and operational safeguards that turned the shopping festival into a global engineering showcase.
This article chronicles Red Hat’s journey from its Unix roots in the 1960s through key milestones like the GNU project, Linux adoption, major product launches, strategic acquisitions, and its eventual $34 billion acquisition by IBM, highlighting its impact on open‑source and cloud computing.
This article chronicles the strategic shifts of Baidu, Alibaba, and Tencent over the past decade, analyzing how Baidu’s late entry into cloud storage, its focus on AI, and its unique technical choices allowed it to outlast rivals in the fierce cloud‑storage battles that reshaped China’s internet landscape.
This essay explores how differing philosophies between closed‑source and open‑source software drive distinct business models, legal risks, and innovation pathways, highlighting open source's growing influence across AI, blockchain, DevOps, licensing, and cloud computing.
The article provides a detailed market and application analysis of graph databases, highlighting rapid growth, key use cases in finance and social networks, Tencent's StarGraph solution, advantages over relational databases, current limitations, and future industry adoption trends.
This article explains the rapid rise of open‑source technologies, outlines common questions and risks associated with open‑source license usage, summarizes a guide covering eleven major licenses, and announces the OSCAR Open Source Pioneer Day where experts will discuss compliance and best practices.
The article reviews recent advances in cloud computing hardware‑software integration, including Alibaba's FusionEngine storage engine, AI‑driven reliability and performance challenges, near‑data network acceleration, and the concept of server hardware AI, while also highlighting related research talks and recruitment notices.
The article provides an in‑depth technical overview of OpenStack Magnum, covering its community contributions, architecture, Nova and Heat Docker drivers, core concepts such as Bay and Baymodel, supported back‑ends like Kubernetes and Swarm, and the workflow for provisioning container clusters.
The 2018 Cloud Native Best Practices Summit in Beijing gathered over 200 industry leaders and experts who shared insights on cloud native trends, standards, Kubernetes, service mesh, product launches, and the formation of the Cloud Native Practice Alliance, marking a milestone for China's cloud native ecosystem.
The article examines Docker’s origins and container technology, contrasts its performance and use cases with OpenStack and KVM, clarifies common misconceptions, and concludes that OpenStack, KVM, and Docker are complementary tools rather than mutually exclusive solutions.
This article examines OpenStack’s evolution over the past eight years, analyzes its current positioning against VMware and AWS, discusses the challenges of its “big tent” model and core services, and speculates on possible future paths for the platform from a user’s viewpoint.
The JD.com Rental platform, launched in early 2018, combines e‑commerce and service models to offer a full‑cycle online rental experience across eight cities, leveraging custom front‑end channels, cloud‑based infrastructure, big‑data ranking algorithms, and the "Zhouzi" integration to sync millions of listings and streamline merchant operations.
This article compares Microsoft Flow, Azure Logic Apps, Azure Functions, and WebJobs, outlining their integration capabilities, typical use cases, and key differences to help developers choose the most suitable Azure service for automating business processes and building serverless workloads.
This article explains the core features of Tencent Cloud API Gateway, how it integrates with Serverless Cloud Functions (SCF) to provide a unified, secure, and high‑performance serverless architecture, showcases typical use cases, discusses pricing, and answers common deployment questions.
The 2018 half‑year report of 360 Security reveals a 13.95% increase in revenue to 6.025 billion yuan, strong performance of its core security products, rapid growth in IoT hardware, a 24% rise in advertising revenue, and substantial R&D investment in AI, big data, and cloud technologies.
This article introduces Docker as a container engine, explains continuous integration and continuous deployment practices, and surveys major PaaS solutions—including OpenShift, Cloud Foundry, Heroku—as well as automation tools like Ansible and Cloudify, highlighting their roles in modern cloud computing.
The article describes how 58's search technology team standardized and modularized their vertical search services into a cloud-native platform, detailing the overall architecture, Kubernetes‑based deployment, service and deployment designs, stateful indexing challenges, and solutions for high‑availability and scalability.
The article explains cloud computing fundamentals, details Service Level Agreements (SLAs) and their metrics, compares the availability and compensation policies of major Chinese cloud providers, and concludes with a brief DevOps recruitment notice, highlighting both technical insights and industry context.
China’s 2018 Cloud Computing Development White Paper reveals that the public cloud market grew over 50% in 2017, predicts continued rapid expansion, highlights fierce competition among industry clouds, the rise of hybrid and multi‑cloud strategies, growing security concerns, open‑source adoption, and evolving policy and technology trends.
This talk by Tencent’s monitoring R&D lead outlines a decade of evolution in large‑scale monitoring, covering real‑world incident cases, the three drivers behind architectural upgrades, the implementation of a three‑dimensional monitoring framework, and the application of AI‑powered AIOps for precise, rapid anomaly detection.
Fibonacci is JD.com's enterprise-grade serverless function platform combining container technology, serverless architecture, and event-driven mechanisms to provide high-availability, high-efficiency, and high-usability FaaS solutions.
This article provides a step‑by‑step tutorial on deploying trained deep‑learning models to production, covering client‑server architecture, load balancing with Nginx, using Gunicorn and Flask, cloud platform choices, autoscaling, CI/CD pipelines, and additional tools such as TensorFlow Serving and Docker.
Google Cloud NEXT 18 in San Francisco unveiled the alpha‑tested Cloud TPU 3.0, major AutoML enhancements, and the Contact Center AI solution, while CEO Diane Greene highlighted AI and security investments and the cloud’s rapid revenue growth, signaling Google’s push to outpace AWS, Azure, and IBM.
This article explains how OpenStack Ironic enables bare‑metal provisioning as a cloud service, outlines scenarios where physical servers outperform virtual machines, details Ironic’s architecture and evolution, compares billing models, and highlights future trends for bare‑metal cloud offerings.
iQiyi improved OpenStack Swift’s video‑streaming performance by redesigning its storage engine to merge numerous tiny objects into larger files, replacing Swift’s per‑object directory structure with RocksDB‑managed metadata, eliminating file‑ID overhead, using prefix scans for fast listings, and adding lazy deletion, achieving dramatic speedups with only about 3,000 lines of new code.
The article introduces the ZhiYun Job Platform, detailing its evolution from basic tool construction to advanced orchestration and API integration, highlighting how it standardizes, automates, and secures repetitive operational tasks for enterprises across cloud environments.
Cloud Foundry is an open‑source PaaS that abstracts cloud, framework, and service choices, offering features such as multi‑cloud deployment, standard frameworks, built‑in services, and a modular, message‑driven architecture composed of Router, Cloud Controller, DEA, Health Manager, Service Broker, and NATS, with flexible deployment options for both private and public clouds.
This tutorial walks you through creating a virtual network, defining a tiny m1.nano flavor, generating key pairs, configuring security groups, launching an OpenStack instance, accessing it via a virtual console, and installing and configuring the OpenStack Horizon dashboard, complete with command examples and screenshots.
Alibaba Cloud introduces the F3 FPGA instance, a dual‑chip VU9P‑based accelerator that combines a unified HDK/SDK platform, secure IP marketplace, and ultra‑high‑speed interconnects to make FPGA acceleration more accessible, flexible, and cost‑effective for cloud users.
This guide walks you through installing and configuring OpenStack Compute (Nova) and Networking (Neutron) services on controller and compute nodes, covering database creation, service and endpoint registration, configuration file adjustments, package installation, and verification steps to achieve a functional IaaS cloud.
This tutorial walks through the complete installation and configuration of OpenStack's identity (Keystone) and image (Glance) services, covering database setup, service and endpoint creation, Apache integration, token management, client environment scripts, and verification steps, with detailed command examples and configuration snippets.
This article provides a comprehensive overview of OpenStack's architecture, details each core service with its role, and walks through step‑by‑step commands to configure a functional OpenStack Pike environment on CentOS, including networking, database, messaging, and storage components.
At the 2018 GTLC Global Technology Leadership Summit, Suning's IT executive Jo Xinliang shared strategic insights on technology management, decision‑making frameworks, and the evolution of Suning Cloud, highlighting how perspective, data, and governance shape effective corporate tech decisions.
The article analyzes the challenges of declining online traffic and low in‑store conversion, then details how Tencent Cloud’s AI‑driven retail suite—covering scientific site selection, commercial‑area insights, computer‑vision store management, one‑code product tracking, and brand sentiment analysis—offers data‑powered solutions for modern retailers.
