The article explains how elastic architecture, through auto‑scaling and failover mechanisms, dynamically adjusts resources and ensures continuous service during traffic spikes and component failures, improving cost efficiency, reliability, and operational stability for modern cloud‑based applications.
Alibaba Cloud announced a series of new features and regional expansions for its AI platform PAI, Flink real‑time computing, EMR, Data Lake Fabric, OpenSearch, and Milvus services, along with a free‑trial program for several big‑data and AI products.
The article provides a detailed technical analysis of Nvidia’s new GB300 and B300 GPUs, comparing their performance, memory architecture, and power consumption to previous generations, and examines how these changes affect AI inference workloads, NVL72 accelerator systems, and the supply‑chain strategies of major cloud providers.
Alibaba Cloud’s recent research breakthroughs—Mint, a cost‑efficient tracing framework that captures all request flows while drastically cutting storage and network overhead, and FAMOS, a multi‑modal fault‑diagnosis method for microservice systems—have been accepted to the prestigious ASPLOS and ICSE conferences, marking the first top‑conference publications in observability for the company.
This article explains why edge computing demands ultra‑low latency and high security, describes the architecture of Volcano Engine's edge nodes, and details the technical innovations—such as interrupt‑no‑exit, timer passthrough, and kernel isolation—that enable high‑performance virtual machines to rival bare‑metal performance across CDN, live‑streaming, and acceleration scenarios.
The article explains why 24/7 high‑availability systems are essential for modern enterprises and details core design principles, layered architecture, and critical technologies such as redundancy, load balancing, caching, elastic scaling, monitoring, and fault‑tolerance to ensure continuous, reliable service.
This article provides a detailed explanation of cloud disaster recovery and cloud backup, covering their definitions, primary application scenarios, reference architectures, and essential technologies such as incremental backup, deduplication, multi‑tenant management, and data‑trust assurance, illustrated with diagrams and practical examples.
This article explains what distributed architecture is, traces its historical development, details core technologies such as consensus protocols and load balancing, explores real‑world applications in e‑commerce, fintech and big data, discusses key challenges and mitigation strategies, and looks ahead to its role in AI, IoT and blockchain.
This guide explains how to deploy the Qwen2.5 large language model on Alibaba Cloud Function Compute using Ollama and Open WebUI, covering model selection, resource configuration, deployment steps, interface setup, multilingual capabilities, and automatic scaling for high‑concurrency workloads.
The article analyzes the storage, sharding, backup, and operational pain points of Zhihu's self‑operated MongoDB cluster, proposes cloud‑based architectural and procedural solutions, and details a step‑by‑step migration plan that ensures zero‑downtime, improved stability, and cost efficiency.
This article analyzes Baidu’s vertical‑search architecture team’s one‑stop development platform, detailing the background challenges, the FaaS and SaaS mechanisms introduced, design decisions, performance optimizations, dynamic form and DAG visualisation, and the resulting cost reductions and productivity gains.
The 2023 Firmware Industry Innovation Summit in Hangzhou gathered over a hundred experts from leading Chinese tech firms to discuss firmware standardization, unveil Alibaba Cloud's open‑source firmware testing platform and PCIe Switch firmware breakthroughs, and outline the future role of open ecosystems in AI‑driven server infrastructure.
The article explains how the newly approved national cloud‑HPC standard, co‑created by Alibaba Cloud and the China Electronics Standardization Institute, addresses resource limits, reduces costs, and guides industry adoption across sectors such as automotive, semiconductor design, and weather forecasting.
At AWS re:Invent 2024, Amazon unveiled its self‑designed AI hardware trio—Graviton 4 CPU, Nitro 5 DPU, and Trainium 2 accelerator—explaining the innovation, efficiency, and cost advantages driving the strategy, and detailing how these chips power next‑generation cloud services, ultra‑high‑performance servers, and massive AI super‑computing clusters.
DBOS, a Database‑Oriented Operating System proposed by Matei Zaharia and Michael Stonebrake, builds the OS atop a distributed, ACID‑compliant database, storing all system and application state in tables, which simplifies scaling, ensures strong consistency, improves debugging, and reduces attack surface for cloud‑native workloads.
This article explains how data can empower the digital transformation of traditional manufacturing, covering background policies, challenges in building industrial data indicator systems, overall architecture design, technical and business considerations, and practical solutions such as the 4+4 principle, KPI loops, and case studies.
The article argues that serverless platforms often hide high costs, operational complexity, and reliability issues, contrasting them with traditional VPS and Cloudflare solutions while highlighting DDoS protection, pricing traps, and the challenges of managing micro‑service architectures.
The article explains how Databricks’ scaling challenges with PostgreSQL inspired the creation of DBOS, a database‑oriented operating system that places the OS beneath a distributed transactional database to simplify task scheduling, state management, and cloud‑native workloads.
The article examines the DBOS concept—a database‑oriented operating system that places a distributed, transactional database at the core of OS services, tracing its roots from early database pioneers to modern cloud workloads and highlighting its potential advantages over traditional Linux‑Kubernetes stacks.
This tutorial guides readers through creating an AWS account, configuring the AWS CLI, uploading and downloading CSV files to S3, and using Python with pandas to clean, deduplicate, and aggregate the data before re‑uploading the results, illustrating end‑to‑end cloud data processing.
The article presents a comprehensive overview of a billion‑scale high‑performance notification system, detailing its objectives, distributed architecture, big‑data processing, AI algorithms, cloud resource management, performance optimization, security measures, and future trends such as AI‑big‑data fusion, edge‑cloud collaboration, and quantum computing.
Amazon’s AI division is expanding at over three times the early growth rate of its cloud business, driven by rapid advances in generative AI, custom chips, strategic startup investments, and the launch of the Q Developer platform.
Virtualization resource scheduling algorithms, especially in OpenStack, address fragmented CPU allocation and uneven node utilization by dynamically consolidating VMs, employing NUMA-aware placement, and using resource scoring to trigger migrations, ultimately improving utilization, reducing costs, and enhancing performance in cloud environments.
This guide walks you through setting up a private MinIO object storage server using Docker, explains core concepts like buckets and access keys, and demonstrates how to configure the Webman PHP framework with the MinIO plugin to upload, manage, and preview files via the MinIO console.
This article provides an in‑depth explanation of computing power networks, covering their definition, key characteristics such as elasticity, agility and security, underlying technologies like SRv6 and network slicing, architectural components including the brain, and emerging trends spanning AI, big data, optical networking and blockchain.
The article analyzes the growing demand for high‑bandwidth, low‑latency GPU Scale‑Up interconnects in AI clusters, explains why existing Ethernet and RDMA solutions fall short, and examines the industry‑wide UALink alliance and Alibaba's Alink System as a new open‑ecosystem solution.
In a keynote at CCF HPC China 2024, Alibaba Cloud’s VP explains how diversified high‑performance computing workloads, elastic cloud resources, and the proprietary CIPU architecture are driving the shift to a data‑plus‑AI era across industries such as automotive, life‑science, and large‑model training.
Taobao’s 2024 Double 11 success stemmed from a coordinated overhaul of user experience, stability, and efficiency across mobile, PC, and emerging XR platforms, leveraging AI‑driven personalization, cloud‑native scaling, advanced data pipelines, and cross‑device architectures to deliver smoother, faster, and more innovative shopping experiences.
This article examines the pivotal role of proactive service in modern IT operations, contrasting it with passive approaches, and outlines key strategies—including data analytics, automation, user feedback, and emerging technologies like AI and cloud—to enhance system stability, reduce costs, and strengthen competitive advantage.
This article introduces cloud computing fundamentals, explaining its core concept and detailing the three service models—Infrastructure as a Service, Platform as a Service, and Software as a Service—along with examples, benefits, and how they together form modern cloud solutions.
This article outlines essential solution‑architecture design principles—including workload scalability, resilient construction, performance optimization, replaceable resources, loose coupling, service‑oriented design, appropriate storage selection, data‑driven approaches, constraint mitigation, pervasive security, and comprehensive automation—to help architects build robust, scalable, and maintainable systems.
Baidu Intelligent Cloud outlines how its evolving, high-performance infrastructure—featuring rapid 3-minute instance provisioning, over 200 GB bandwidth, elastic computing, specialized storage, and AI-driven MLOps tools—enables AI-native model training and deployment across booming sectors such as automotive and finance, supporting the industry’s shift to AI-centric cloud services.
The article outlines China’s 2024‑2027 Information Standard Action Plan, CAICT’s synchronized DevOps assessments, and how major aviation firms like Southern Airlines and China Aviation Information Network achieved international and domestic DevOps, AIOps, and BizDevOps certifications, delivering measurable improvements in build success rates, deployment speed, and operational automation.
The article explains how software teams can handle growing production and development scale by applying systematic architectural designs, cloud‑native infrastructure, automation, CI/CD pipelines, and disciplined team and technical‑debt management to maintain efficiency, stability, and quality as the organization expands.
This article, based on Alibaba Cloud expert Li Lubing’s presentation, examines the rapid growth of China’s new energy vehicle market, outlines typical automotive big‑data architectures, compares Lambda and real‑time lakehouse solutions built with Flink and Apache Paimon, and showcases real‑world customer deployments.
This article explains GPU virtualization, comparing NVIDIA's software‑based vGPU and AMD's hardware‑based MxGPU, detailing their architecture, required hardware, licensing, performance indicators, resource scheduling strategies, slicing limits, and the advantages and drawbacks of each approach for virtualized workloads.
At the 2024 Cloud Xi Conference, Alibaba Cloud expert Jia Xinyu detailed how Elasticsearch Serverless addresses core log‑analysis pain points with out‑of‑the‑box, high‑performance, pay‑as‑you‑go capabilities, delivering significant cost savings and eliminating operational overhead.
Released by a consortium of Chinese research institutions, Asterinas (星绽) OS is an open‑source, Rust‑written operating system that introduces a novel framekernel architecture, aiming to deliver industrial‑grade security comparable to micro‑kernels while preserving the performance of traditional macro‑kernels for cloud and data‑center workloads.
The article recaps the two‑day 24th GOPS Global Operations Conference in Shanghai, highlighting opening remarks, major speaker sessions on DevOps, BizDevOps, AIOps, large‑model applications, industry case studies, and provides links to presentation materials.
Spring AI is a Java‑centric framework that unifies access to chat, text‑to‑image, embedding and retrieval‑augmented generation models—including OpenAI, Anthropic and Alibaba’s Tongyi Qianwen—through synchronous or asynchronous APIs, POJO mapping, function calling, vector‑store integration and fluent tooling for rapid AI agent development.
This article examines the claim that C# is dead by exploring emerging competing languages, community perceptions, market trends, and the language’s robust ecosystem, highlighting its cross‑platform support, performance, security, and expanding roles in cloud computing, AI, mobile, game development, and beyond.
Soul's container cluster cost governance case study details their approach to optimizing resource utilization through Kubernetes-based solutions, addressing challenges like resource fragmentation and implementing strategies such as SNAS for elastic scaling and HPA+CronHPA coordination to achieve significant cost reductions.
After Broadcom’s acquisition, VMware streamlined its portfolio to two core platforms, switched from perpetual to subscription licensing, changed metrics from CPU to core, and restructured support services, offering customers flexible OPEX models while signaling a broader industry move toward subscription‑based cloud infrastructure.
The article chronicles the author’s 30‑year programming career, detailing early experiences, the evolution from JavaScript projects to large‑scale big‑data architectures, cloud migration, business‑agnostic framework design, interactive analytics, and reflections on becoming an independent software architect.
This tutorial demonstrates how to create a 10‑minute, no‑code AI shopping guide on Alibaba Cloud using a multi‑agent system, covering architecture, step‑by‑step deployment, key code snippets, and production tips for extending the solution to other scenarios.
The article narrates the author’s 30‑year programming career and shares technical reflections on building business‑agnostic, configurable data platforms, covering batch, streaming, interactive computing, big‑data sharding, Spark, Flink, cloud migration, and the philosophy of software architecture.
The article outlines how data centers are classified into cloud, intelligent computing, and supercomputing tiers, presents 2023‑2024 global AI server shipment forecasts, examines China's AI server market size and performance metrics, and discusses the three major technical challenges facing next‑generation AI servers.
This article provides a detailed, beginner‑friendly tutorial on purchasing an Alibaba Cloud ECS instance, configuring the operating system, and installing JDK 8, Redis, and MySQL 8.0—including necessary firewall and security‑group settings—to launch a functional web‑site environment.
The rapid growth of large‑language models—from GPT‑1 to the upcoming GPT‑5—has dramatically increased compute demand, prompting cloud providers and hardware vendors to accelerate GPU performance, interconnect bandwidth, and chip localization, reshaping the AI‑driven capital‑expenditure landscape for 2024.
In this speech, Wang Jian reflects on the evolution of artificial intelligence, arguing that modern AI is fundamentally different from its early concepts, emphasizing the pivotal roles of data, models, and infrastructure, and exploring the transformative impact of AI+, transformers, and cloud platforms on future innovation.
In his 2024 Inclusion·Bund Conference keynote, Dr. Wang Jian traces the short yet intense history of artificial intelligence, explains the emergence of AI+, discusses the pivotal role of transformer‑based models and AI infrastructure, and reflects on how cloud computing and innovative business models are reshaping the AI ecosystem.
The 2024 JetBrains and Python Software Foundation survey of 25,000 developers reveals Python's continued dominance, detailed demographics, tool preferences, language trends, age distribution, web and data‑science usage, cloud adoption, and security insights, highlighting why newcomers still favor Python as their first language.
This guide outlines the comprehensive technology stack a full‑stack developer needs, covering front‑end frameworks, back‑end languages and frameworks, databases, mobile development, cloud platforms, UI/UX tools, and DevOps practices for building modern applications.
AlphaFold 3, released by DeepMind in May 2024, dramatically speeds protein and biomolecule structure prediction, prompting predictions of a future Nobel Prize, while China’s HelixFold 3, the first domestic model matching AlphaFold 3’s performance, offers high‑accuracy, cloud‑based services for diverse molecular interactions and drug discovery.
In this speech, academician Wang Jian reflects on the short, seven‑year history of modern AI, distinguishes AI, AI+ and AI infrastructure, explains how data, models and compute power have become the new foundational layer, and examines the roles of Google, OpenAI, transformers, and cloud services in shaping today’s AI revolution.
Learn the differences between physical servers, VPS, Elastic Compute Service (ECS), and Docker containers, how they’re built, their use cases, and practical tips for choosing the right server solution—whether you’re a solo developer, a small business, or just curious about cloud infrastructure.
Oracle’s 2024 global user survey uncovers preferred databases, key factors for database selection, the advantages of Oracle Cloud Infrastructure, and emerging AI use cases, providing a comprehensive view of current enterprise priorities and future expectations in data management and cloud services.
This article provides a comprehensive overview of cloud computing, covering its definition, core design principles such as resource pooling, virtualization, containerization, on‑demand services, elasticity, and the three main service models—IaaS, PaaS, and SaaS—while illustrating each concept with clear diagrams.
This article examines the rapid rise of GPU virtualization as a solution for efficient GPU resource utilization in AI, big data, and high‑performance computing, detailing its concepts, implementation methods across user, kernel, and hardware layers, Kubernetes integration, real‑world use cases, challenges, and emerging research trends.
This article traces the evolution of databases from early theoretical research through commercial, open‑source, and cloud eras, highlights China's rapid rise in the field, and explains why databases remain the indispensable foundation of modern software.
On August 19 the NetEase Cloud Music service suffered a major outage that was traced to a complex migration of its Hangzhou data center to Guizhou, highlighting large‑scale operational risks, technical debt, and strict continuity constraints for high‑traffic internet platforms.
This article summarizes Alibaba Cloud researcher Xu Sheng's presentation on the company's big data and AI product portfolio, covering current offerings, market trends, lakehouse evolution, open‑source contributions, serverless solutions, search capabilities, and the future roadmap for integrated big data‑AI services.
The 2024 XOps Forum in Beijing showcased a new era of smart operations, unveiling a record‑breaking AIOps survey that highlights rapid investment growth, rising adoption of large language models, evolving maturity levels, and key challenges such as model accuracy and data quality across Chinese enterprises.
This article explains the essential OpenStack components—Keystone for identity, Glance for image services, Nova for compute, Neutron for networking, Placement, and related services—detailing their roles, interactions, and workflow, helping readers grasp how each piece fits into a functional cloud environment.
This article provides an in‑depth comparison of Kubernetes and OpenStack, covering their core features, typical use cases, architectural differences, installation complexity, ecosystem support, and guidance on selecting the right platform for specific cloud computing needs.
This article provides a detailed overview of modern data center architecture, covering physical and IT infrastructure, network topologies such as three‑tier and spine‑leaf, storage solutions like DAS, NAS and SAN, server designs, cloud data‑center components, physical site considerations, and various data‑center deployment models.
The article traces Azure’s evolution from a Windows‑only cloud to a platform that tests over a thousand Linux distributions monthly, detailing its Linux guest OS lifecycle, certification process, and the automated testing framework that ensures seamless large‑scale Linux operations on Azure.
From July 13‑14, 2024, nearly 180 teachers from 87 Chinese universities attended a Huawei‑hosted advanced training in Chengdu, where experts presented AI cloud services, Ascend C development, board‑level EDA tools, OpenHarmony app basics, and industry‑university collaboration strategies to boost computing education.
By integrating the proactive, static risk assessment of Failure Mode and Effects Analysis with the dynamic fault‑injection validation of chaos engineering, the article demonstrates how cloud‑native architectures—illustrated through a Tencent‑based e‑commerce case—can systematically identify, quantify, and mitigate availability risks, leading to continuous, measurable resilience improvements.
Twitter migrated from a Lambda-based dual‑pipeline system to a Kappa architecture that relies on a single real‑time stream using Kafka, Google Pub/Sub, Dataflow, and BigTable, dramatically reducing latency, increasing throughput, and improving data accuracy for processing billions of daily events.
A research team from Beijing University of Science and Technology tackled the high energy consumption of aluminum electrolysis by developing an AI‑driven prediction model and a cloud‑edge monitoring platform on Huawei Cloud, achieving significant power savings and winning a national competition.
This article presents a practical overview of StarRocks and Apache Paimon data‑lake capabilities, explains their performance advantages, details migration strategies from Trino/Presto and other engines, describes cluster‑to‑cluster migration, and outlines future roadmap for integration and optimization.
The forum presents a series of technical talks on multi‑cloud data architecture, covering Xiaomi’s lake‑warehouse practice, cross‑border e‑commerce data platforms, Alluxio‑based machine‑learning acceleration, Qichacha’s cost‑effective data solutions, and Kuaishou’s Flink on Kubernetes migration, highlighting strategies, implementations, and audience benefits.
This article defines distributed storage, presents China's market size and growth rates from 2021 to 2022, breaks down the market into file, block, and object segments, highlights the top adopting industries, and outlines nine key application scenarios driving rapid expansion.
This article reports that OpenAI has stopped API services for China, surpassing Microsoft in revenue, while Huawei launches its AI‑focused Cangjie programming language, Bill Gates discusses AI energy impact, Lenovo backs Loongson CPU virtualization, the FSF adds new board members, CentOS 7 support ends, and GitHub Enterprise 3.13 is released.
The Agricultural Bank of China’s Digital Twin Platform passed both the ITU DevOps international standard and the domestic DevOps Level‑3 Continuous Delivery assessment, highlighting China’s push for internationalized information standards and showcasing the broader rollout of synchronized DevOps evaluations across the nation.
The article details China’s 2024‑2027 Information Standard Construction Action Plan, the launch of synchronized ITU DevOps international and domestic assessments, and a case study of Shandong City Commercial Bank Alliance’s successful dual‑certification, highlighting interview insights, performance metrics, and the broader push for standards internationalization.
This article explains the three main cloud service models—Infrastructure as a Service, Platform as a Service, and Software as a Service—by defining each, illustrating their analogies, describing their typical applications, and outlining how to choose the right model for business needs.
Quantum computing promises to overcome AI’s computational bottlenecks with exponential parallelism and lower energy use, as major tech firms unveil roadmaps, hardware advances across superconducting, ion‑trap, photonic and semiconductor platforms mature, and cloud‑based quantum services emerge, while the global market is projected to surge from $4.7 bn in 2023 to over $8 trillion by 2035.
The article explains the newly launched DevOps international standard evaluation, its relationship with domestic standards, the 2024‑2027 information standard action plan, the three major upgrades to the assessment process, and how Chinese companies can participate to gain internationally recognized certification.
This article explores how cloud computing has become the core of enterprise IT, examines the debate over its cost‑saving potential, outlines the latest cloud trends, details IT cost‑governance frameworks such as ITIL, COBIT and FinOps, and provides practical technical and managerial strategies—including multi‑cloud scheduling, resource over‑commit, workload mixing, bin‑packing, and green data‑center practices—to achieve continuous cost control and value‑driven digital transformation.
This article explains the fundamentals of VXLAN, compares it with VLAN, and provides step‑by‑step Linux kernel and Open vSwitch implementations, including configuration commands, packet‑flow analysis, and practical testing to demonstrate overlay networking in cloud environments.
The article examines challenges of traditional server‑based distributed storage in cloud and internet workloads and proposes a new disaggregated compute‑storage architecture leveraging emerging hardware such as EBOF, DPU, CXL, and NVMe to improve resource utilization, performance, reliability, and efficiency.
Over the past two decades, software engineering has shifted from waterfall to agile, embraced DevOps, cloud and micro‑services, containerization, CI/CD, open‑source, AI, heightened security, diverse languages, remote collaboration, user‑centered design, dependency management, and continuous learning, while core concepts such as requirements analysis, design principles, testing, version control, and architecture remain unchanged.
With IPv4 address space exhausted and providers beginning to charge for public IPv4 usage, organizations face rising costs and complex migration challenges, prompting a strategic shift toward IPv6 adoption, alternative solutions, or passing expenses to customers, while grappling with ISP support gaps and tooling limitations.
This guide provides a concise collection of OpenStack Nova and Neutron command‑line examples for listing, creating, modifying, and deleting virtual machines, networks, subnets, and related resources, helping administrators efficiently manage cloud infrastructure.
This roundup highlights Nvidia surpassing Apple in market cap, AMD's next‑gen AI processors, Elon Musk shifting Nvidia chips to X, Microsoft’s latest layoffs and AI spending, Google’s new developer program, GitHub Actions Arm64 support, Ubuntu Core 24 for IoT, and the release of Zabbix 7.0.
A comprehensive roundup of recent tech industry developments covering ByteDance's AI hardware plans, Google Cloud's large‑scale layoffs, Musk versus Yang Li‑kun's AI debate, OpenAI's potential restructuring, Siri's delayed AI upgrade, Pinduoduo's price‑matching tool, and several other notable corporate moves.
This article provides a comprehensive overview of China’s edge cloud market, defining the technology, outlining its key characteristics, tracing industry evolution, analyzing market size and growth drivers, and discussing future opportunities and challenges in the digital and intelligent transformation era.
This article introduces OpenStack as an open‑source cloud computing platform, outlines its ten core services such as Nova, Swift, and Keystone, highlights key characteristics like openness and modularity, and discusses typical public, private, and hybrid cloud deployment scenarios.
Since its 2009 debut, Go’s simple syntax, strong concurrency, and performance have driven its adoption, and this article examines how those strengths position Go for future growth in cloud computing, microservices, blockchain, data science, IoT, and web/API development.
The article reviews the four-stage evolution of network adapters—from traditional NICs to smart NICs, FPGA‑based DPUs, and DPU‑SoC cards—detailing their hardware features, programmable capabilities, deployment methods, and use cases in modern cloud and virtualization environments.
The Athena Data Factory, built by Spark Thinking, is a comprehensive one‑stop data development and governance platform that integrates data integration, development, analysis, and services, offering offline, real‑time, and AI pipelines, modular architecture, extensive monitoring, and cost‑optimisation to empower thousands of users across the company.
The article explains why Kubernetes, once praised for cost savings, now incurs high operational expenses due to container replication, sidecar overhead, and slow startup, and shows how serverless and WebAssembly approaches can dramatically reduce those costs while preserving reliability.
Google Cloud mistakenly deleted data and backups for Australian pension fund UniSuper, causing over 600,000 members to lose access for more than a week, and the incident highlights the risks of single‑provider reliance, the importance of robust backup strategies, and the growing relevance of hybrid and multi‑cloud architectures.
QDSR is a high‑performance QUIC traffic‑forwarding framework that integrates Direct Server Return to remove redundant downstream forwarding in layer‑7 load balancers, allowing multiple real servers to stream data directly to clients via a one‑way tunnel, achieving up to 12.2× higher throughput and significantly lower latency while preserving security and connection consistency.
This article explains what Kernel-based Virtual Machine (KVM) is, outlines its key benefits such as high performance, security, stability, cost‑effectiveness and flexibility, and describes how it operates on Linux systems using kernel modules and supporting packages.
This weekly tech roundup covers Microsoft’s upcoming mobile game store, Alibaba Cloud’s Tongyi Qianwen 2.5 AI model, Google DeepMind’s AlphaFold 3 for drug discovery, TikTok’s AI‑content labeling, 神州信息’s AI‑native product, Apple’s on‑device AI chips, expert views on scaling laws, and news on Fei‑Fei Li’s startup, Apple’s China tax, and Buffett’s Apple stake reduction.
The article outlines the DevOps International Standard (ITU‑T Y.3525), its development history, publication, evaluation scheme upgrades, relationship with China’s domestic DevOps standards, and provides a comprehensive overview of industry participation in the DevOps capability maturity model as of April 2024.
The ITU‑T Y.3525 DevOps international standard, aligned with China’s domestic DevOps evaluation, was announced on April 25, 2024, detailing its development history, evaluation scheme, upgraded certification, and the relationship with domestic standards, while showcasing industry participation data and contact information for assessments.
