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survey

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Model Perspective
Model Perspective
Aug 9, 2024 · Fundamentals

Which Math Theorem Is the Most Beautiful? A Ranked Survey

Based on a 1988 survey of 68 readers who scored 24 famous mathematical theorems, this article presents a ranked list with average scores and brief explanations, revealing which results are considered the most beautiful in mathematics.

Eulerbeautygeometry
0 likes · 9 min read
Which Math Theorem Is the Most Beautiful? A Ranked Survey
IT Services Circle
IT Services Circle
Aug 6, 2024 · Backend Development

Oracle Java Market Share Decline and Migration Trends: 2023 Survey Insights

A 2023 survey of 663 Java professionals reveals a sharp decline in Oracle Java's market share, with 86% planning or already migrating to OpenJDK alternatives due to cost, licensing uncertainty, audit risk, and a preference for open‑source solutions, while highlighting migration timelines, satisfaction, and emerging pricing models.

JDK Market ShareJavaOpenJDK
0 likes · 7 min read
Oracle Java Market Share Decline and Migration Trends: 2023 Survey Insights
Efficient Ops
Efficient Ops
Aug 4, 2024 · Artificial Intelligence

What the 2024 China AIOps Survey Reveals About Smart Operations Trends

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.

AIOpsChinaIT Operations
0 likes · 7 min read
What the 2024 China AIOps Survey Reveals About Smart Operations Trends
php中文网 Courses
php中文网 Courses
Sep 4, 2023 · Artificial Intelligence

Analysis of Global ChatGPT Usage Patterns Based on a 20‑Million‑Device Clickstream Survey

Based on a privacy‑compliant click‑stream panel of 20 million devices across 200+ countries, this report examines ChatGPT’s global usage trends, revealing a decline in overall traffic, dominant programming and education use cases, and the most frequent user commands such as “Write”, “Create”, and “List”.

AI adoptionChatGPTProgramming
0 likes · 4 min read
Analysis of Global ChatGPT Usage Patterns Based on a 20‑Million‑Device Clickstream Survey
Cloud Native Technology Community
Cloud Native Technology Community
Aug 10, 2023 · Cloud Native

Survey of Cloud‑Native Technology Adoption in Central and State‑Owned Enterprises (2022‑2023)

The 2022‑2023 CNBPA survey of 399 central and state‑owned enterprises reveals that despite tightened IT budgets, cloud‑native technologies—especially integrated full‑stack platforms, dual‑stack IT architectures, and platform engineering—remain top investment priorities driving digital transformation across multiple industry sectors.

Cloud NativeDigital TransformationIT budget
0 likes · 7 min read
Survey of Cloud‑Native Technology Adoption in Central and State‑Owned Enterprises (2022‑2023)
Java Architecture Diary
Java Architecture Diary
May 19, 2023 · Backend Development

What Drives GraalVM Adoption? Insights from the Latest Community Survey

The recent GraalVM community survey reveals that 65% of respondents already use or plan to use GraalVM in production, with native image creation, polyglot APIs, and Java being the most popular use cases, while challenges include library support and better error diagnostics.

GraalVMJavaPolyglot
0 likes · 10 min read
What Drives GraalVM Adoption? Insights from the Latest Community Survey
ByteFE
ByteFE
Mar 15, 2023 · Frontend Development

2022 State of CSS and State of JS Survey: Key Findings, Trends, and Developer Pain Points

The 2022 State of CSS and State of JS surveys, which collected 14,310 CSS and 39,472 JavaScript responses, reveal demographic details, highlight rapidly adopted CSS features like flex gap, aspect‑ratio, and :has, showcase popular JavaScript language enhancements such as nullish coalescing and top‑level await, and expose developers' satisfaction, usage, and pain points across frameworks, tools, and browsers.

FrontendJavaScriptState of JS
0 likes · 16 min read
2022 State of CSS and State of JS Survey: Key Findings, Trends, and Developer Pain Points
ByteDance Cloud Native
ByteDance Cloud Native
Aug 4, 2022 · Operations

Chaos Engineering Boosts Cloud‑Native Stability: Key Findings from China’s 2022 Survey

As cloud computing becomes essential infrastructure, cloud‑native systems gain flexibility but face stability challenges, prompting China’s Academy of Information and Communications Technology to launch a 2022 chaos engineering survey that uncovers vulnerabilities and promotes practical adoption of reliability techniques across the industry.

Chaos EngineeringChinaCloud Native
0 likes · 3 min read
Chaos Engineering Boosts Cloud‑Native Stability: Key Findings from China’s 2022 Survey
Cloud Native Technology Community
Cloud Native Technology Community
Jul 13, 2022 · Cloud Native

Fourth Phase (2021‑2022) Survey of Cloud‑Native Technology Adoption in Central State‑Owned Enterprises

The fourth‑phase cloud‑native technology survey of central state‑owned enterprises collected 306 valid questionnaires across multiple industries, revealing growing IT budgets, widespread multi‑cloud adoption, high usage of containers and DevOps, and a strategic focus on stability, performance, and business innovation during digital transformation.

Cloud NativeDigital TransformationIT budget
0 likes · 7 min read
Fourth Phase (2021‑2022) Survey of Cloud‑Native Technology Adoption in Central State‑Owned Enterprises
DataFunTalk
DataFunTalk
May 23, 2022 · Artificial Intelligence

A Survey of Deep Matching Models for Search and Recommendation

This article surveys recent deep learning approaches for matching in search and recommendation systems, presenting a unified view of matching, categorizing methods into representation learning and matching function learning, and detailing model architectures from input to output layers, while highlighting broader applications such as QA and image captioning.

deep learningmatchingrecommendation
0 likes · 4 min read
A Survey of Deep Matching Models for Search and Recommendation
Efficient Ops
Efficient Ops
May 15, 2022 · Artificial Intelligence

What’s the Current State of AIOps in China? Join the 2022 Survey

The article introduces the 2022 China AIOps Current Situation Survey, explains how rapid data growth and digital transformation are driving intelligent operations, outlines the joint effort of over 60 enterprises to compile the report, and invites industry professionals to contribute their insights through an online questionnaire.

AIOpsChinaIT Operations
0 likes · 6 min read
What’s the Current State of AIOps in China? Join the 2022 Survey
Efficient Ops
Efficient Ops
Apr 17, 2022 · Operations

Inside China’s 2022 AIOps Survey: How Intelligent Operations Drive Digital Growth

China’s AIOps industry, highlighted in the 2022 “China AIOps Status Survey” led by CAICT and major telecom and cloud firms, examines the rise of intelligent operations since Gartner’s 2016 definition, detailing its role in digital transformation, infrastructure upgrades, and a detailed five‑month research timeline.

AIOpsDigital TransformationIT Operations
0 likes · 4 min read
Inside China’s 2022 AIOps Survey: How Intelligent Operations Drive Digital Growth
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Jan 18, 2022 · Fundamentals

2022 Rust Ecosystem Survey: Status, Trends, and Applications Across Domains

This 2022 Rust ecosystem report surveys the language’s project health, application trends in fields such as machine learning, GUI, networking, blockchain, and cloud native, as well as job market distribution and educational adoption, providing a comprehensive map of Rust’s current landscape and future prospects.

BlockchainRustWeb Development
0 likes · 38 min read
2022 Rust Ecosystem Survey: Status, Trends, and Applications Across Domains
DevOps
DevOps
Dec 27, 2021 · Operations

2021 China Chaos Engineering Survey Report: Findings and Recommendations

Based on 1,016 valid questionnaire responses and 17 enterprise interviews, the 2021 China Chaos Engineering Survey Report reveals low software system stability, limited adoption of chaos engineering, its positive impact on availability, and provides data‑driven recommendations for improving stability through mature tools, metrics, and cultural shifts.

Chaos EngineeringCloud Nativeoperations
0 likes · 15 min read
2021 China Chaos Engineering Survey Report: Findings and Recommendations
Architect's Tech Stack
Architect's Tech Stack
Dec 11, 2021 · Fundamentals

Why VS Code Has Become the Most Popular IDE: Survey Insights and Microsoft Roadmap

This article examines the rise of VS Code as the leading development environment, citing a 4000‑person survey, Microsoft’s roadmap for Java support, comparisons with IDEs like IntelliJ IDEA, and discusses why developers favor its lightweight, extensible, and free nature.

IDEJavaMicrosoft
0 likes · 4 min read
Why VS Code Has Become the Most Popular IDE: Survey Insights and Microsoft Roadmap
Cloud Native Technology Community
Cloud Native Technology Community
Sep 16, 2021 · Cloud Native

Kube-OVN Survey Report: Container Network Usage and Kube-OVN Adoption Trends (Second Edition)

The second‑edition Kube‑OVN survey collected 267 valid responses from diverse industries, revealing increased container deployment on virtual machines, a rise in public‑cloud usage, a jump in Kube‑OVN adoption to 40%, growing demand for IPv6/dual‑stack and multi‑tenant networking, and user expectations centered on KubeVirt, VPC enhancements, and eBPF integration.

CNICloud NativeContainer Networking
0 likes · 6 min read
Kube-OVN Survey Report: Container Network Usage and Kube-OVN Adoption Trends (Second Edition)
DevOps Cloud Academy
DevOps Cloud Academy
Sep 3, 2021 · Operations

2021 China DevOps Landscape Survey Report Highlights

The 2021 China DevOps Landscape Survey, conducted by the Cloud Computing Open Source Industry Alliance with 1,862 valid responses across multiple sectors, reveals that over half of Chinese enterprises have reached comprehensive DevOps maturity, agile development is widespread, DevSecOps adoption exceeds 50%, and IAST tools, especially Xmirror’s LingMai, dominate the security tooling market.

AgileChinaDevSecOps
0 likes · 6 min read
2021 China DevOps Landscape Survey Report Highlights
ByteFE
ByteFE
Sep 2, 2021 · Frontend Development

Modern Web Development Survey Report: Insights on Languages, Frameworks, Tools, and Practices

The Modern.js developer survey of 612 respondents reveals that ES6+ and TypeScript dominate JavaScript usage, while React and Vue lead UI frameworks, CSS preprocessors like Less and SCSS remain popular, and tools such as Webpack, Vite, and VSCode are widely adopted across frontend and backend development workflows.

FrameworksFrontendJavaScript
0 likes · 12 min read
Modern Web Development Survey Report: Insights on Languages, Frameworks, Tools, and Practices
ByteDance Terminal Technology
ByteDance Terminal Technology
Aug 31, 2021 · Frontend Development

ByteDance Modern Web Development Survey Report (2021)

The 2021 ByteDance Modern Web Development survey of 612 developers reveals dominant use of ES6+, TypeScript, Vue and React, widespread adoption of CSS preprocessors, varied backend preferences, and preferred tooling such as Webpack, VSCode, and Prettier, highlighting current trends and gaps in the Chinese front‑end ecosystem.

FrontendJavaScriptReact
0 likes · 10 min read
ByteDance Modern Web Development Survey Report (2021)