Radar · Industry landscape · China
Enterprise Infrastructure Landscape of China 1,786 Enterprise Infrastructure companies in China, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about and where the research is going. Updated August 2026.
1,786 companies tracked
$20.8B disclosed funding
14 hiring right now
351 events · 24 months
≥816,112 news articles · 12 months
Who leads Enterprise Infrastructure in China Shows 1,786 enterprise infrastructure firms in China, highlighting hiring leaders like AnyDesk and best‑funded firms such as EOS, with 14 companies currently hiring and 283 having disclosed a funding round.
Radar
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Filter by funding, headcount, hiring and location, and export the list.
How the Enterprise Infrastructure ecosystem in China grew, 2016–2025 Lists the number of companies founded each year from 2016 to 2025, noting the peak of 139 new firms in 2016 and only 4 in 2025.
Companies founded / year
new Enterprise Infrastructure companies in China
2016: 139 2017: 122 2018: 117 2019: 110 2020: 109 2021: 94 2022: 46 2023: 30 2024: 23 2025: 4 2016 2025
peak 139 in 2016
Companies raising / year
with a disclosed round that year
2016 2025
peak 59 in 2017
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 1,066,619,796 2017: 2,382,572,639 2018: 5,768,938,357 2019: 1,791,595,819 2020: 1,975,532,776 2021: 2,691,003,906 2022: 944,805,859 2023: 529,131,690 2024: 308,559,285 2025: 36,499,594 2016 2025
peak $5.8B in 2018
Where Enterprise Infrastructure companies in China are based → Hub 01
Beijing
297 Enterprise Infrastructure companies
29% of the Enterprise Infrastructure companies across these hubs
297 companies
$6B disclosed funding
3 hiring now
Hub 02
Hong Kong
191 Enterprise Infrastructure companies
18% of the Enterprise Infrastructure companies across these hubs
191 companies
$5.3B disclosed funding
Hub 03
Shenzhen
167 Enterprise Infrastructure companies
16% of the Enterprise Infrastructure companies across these hubs
167 companies
$567.8M disclosed funding
2 hiring now
Hub 04
Shanghai
134 Enterprise Infrastructure companies
13% of the Enterprise Infrastructure companies across these hubs
134 companies
$1.7B disclosed funding
1 hiring now
Hub 05
Haidian
88 Enterprise Infrastructure companies
8% of the Enterprise Infrastructure companies across these hubs
88 companies
$1.6B disclosed funding
1 hiring now
Hub 06
Hangzhou
84 Enterprise Infrastructure companies
8% of the Enterprise Infrastructure companies across these hubs
84 companies
$1.3B disclosed funding
Hub 07
Kowloon
41 Enterprise Infrastructure companies
4% of the Enterprise Infrastructure companies across these hubs
41 companies
$527.2M disclosed funding
1 hiring now
Hub 08
Chaoyang
40 Enterprise Infrastructure companies
4% of the Enterprise Infrastructure companies across these hubs
40 companies
$1.1B disclosed funding
The Enterprise Infrastructure market map of China: what these companies actually do Breaks down product sub‑categories, showing enterprise tech (1,326 firms) and enterprise software (945) as the largest groups, and identifies subscription (1,368) as the most common revenue model.
Enterprise Tech 1,326 companies · $19.4B raised · 12 hiring Enterprise Software 945 companies · $10.5B raised · 8 hiring SaaS 593 companies · $7.4B raised · 5 hiring Consumer Digital 207 companies · $5.5B raised · 2 hiring Identity Access Management 165 companies · $1.3B raised · 4 hiring Deep Tech 147 companies · $6.7B raised · 4 hiring Data Security 131 companies · $883M raised · 1 hiring Native AI in Software Development 129 companies · $2.9B raised · 5 hiring Artificial Intelligence 129 companies · $2.9B raised · 5 hiring Fintech 128 companies · $1.8B raised · 3 hiring Network Security 114 companies · $146.9M raised Biometric Access Control 110 companies · $1.3B raised · 2 hiring Monetization
How Enterprise Infrastructure companies make money How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription 1,368
Fee-For-Service 231
E-Commerce - Product 139
Physical Commerce 123
E-Commerce - Service 104
Advertising 101
Commission on Transaction 91
Licensing 27
Funding, M&A and the deals moving Enterprise Infrastructure in China Counts 351 corporate events over the past two years, most frequently new product announcements (144) and company announcements (96).
Product 144 Announcement 96 Earnings 72 Leadership 11 Contracts 10 IPO 6 Capital 4 M&A 4 Funding 2 Board Updates 1
IPO Earlier this month another China GPU startup, Moore Threads, raised $1.13bn in an IPO on the Shanghai STAR market. 2025-12-17 Funding UAE-headquartered proptech Byit Capital has raised $1.1 million in strategic funding from A15, Beltone Holding, and a group of angel investors to expand into Saudi Arabia and deepen its operations in the United Arab Emirates. 2025-12-09 IPO Global law firm Clifford Chance has advised enterprise AI firm Deepexi Technology Co., Ltd. on its initial public offering and listing on the Main Board of the Hong Kong Stock Exchange, under the Exchange’s Chapter 18C listing regime for Specialist Technology Companies. 2025-10-29 Funding Kingsoft Cloud Holdings Limited announced the pricing of its upsized HK$2,802 million offering of 338,000,000 ordinary shares of the Company. 2025-09-23 M&A Cheetah Mobile Inc. today announced that one of its majority‑owned subsidiaries has signed a definitive agreement to acquire an equity interest of 60.8% in Shenzhen UFACTORY Technology Co., Ltd. ("UFACTORY"), a leading provider of lightweight robotic arms, for a total consideration of approximately RMB99.5 million. 2025-07-28 M&A IntelliSite Corporation, a complete IoT lifecyle, human-based monitoring (hBM) and Smart Communities as-a-Service (SCaaS) solution provider, has acquired Deep Vision AI Inc., a provider of AI-enhanced computer vision technology which helps turn visual content into real-time analytics and valuable insights. 2025-02-14 M&A Xunlei Limited (“Xunlei” or the “Company”) (Nasdaq: XNET), a leading technology company providing distributed cloud services in China, today announced that it has entered into a definitive agreement to acquire Shanghai Kuanghui Internet Technology Co., Ltd., which operates Hupu, for a total cash consideration of RMB500 million, subject to certain adjustments. 2025-01-27 IPO They followed Qiniu, a Chinese cloud service provider which received approval for a listing on Tuesday. 2024-09-27 M&A Hewlett Packard Enterprise (HPE) has successfully sold a 30% stake in H3C Technologies to Unisplendour International Technology Limited for roughly $2.1 billion. 2024-09-04 Earnings ZTE Corporation announced revenue of RMB 34.99 billion for the first quarter of 2026, an increase of 6.1% year-on-year. 2026-04-23 Mergers and acquisitions Deals from the last 24 months where a Enterprise Infrastructure company in China was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
Acquirer Target Deal value Status Date Cheetah Mobile Shenzhen UFACTORY Technology Co., Ltd. undisclosed Announced 2025-07-28 intellisiteDeep Vision Technology undisclosed Announced 2025-02-14 Xunlei Shanghai Kuanghui Internet Technology Co., Ltd. undisclosed Announced 2025-01-27 Unisplendour International Technology Limited H3C Technologies $2.1B Completed 2024-09-04 bytedanceTerark undisclosed Completed 2024-04-22 NQ NationSky undisclosed — 2024-03-05
Who is listing, hiring leaders, launching and winning work Details specific event types such as IPO filings, leadership changes, product launches and contract wins for the tracked companies.
IPO pipeline
3 companies listed or filing · last 24 months
Moore Thread IPO · Shanghai STAR market · 4 reports Jan 2026 DEEPEXI IPO · Hong Kong Stock Exchange · 1 report Oct 2025 Qiniu IPO · Hong Kong · 2 reports Sep 2024 Contract wins
7 customer wins · last 24 months
Earnings pulse
companies reporting results · last 24 months
9 companies reporting70 company-quarters trackedbeat 9 miss 0 in line 1
Half of these companies grew revenue faster than +29.6% , half slower.
Who is building Enterprise Infrastructure in China Profiles 568 founders and CEOs across 433 firms, noting that Tsinghua University produced the most alumni (10) and Intel and Microsoft are the top prior employers (six each).
Founders and chief executives 12 of 568, from the best-funded companies on this page
→ Ex-Phoenix New Media, CNEC, A8 Digital Music Holdings. Nankai University BS 1998, Tsinghua University MBA 2008
Ex - Reliance Communications, Tata Motors, Tata Metaliks. Indian Institute of Management Ahmedabad PGPX 2007, Institute of Management Technology…
Ex-Co-Founder Aibee, Meicai.com Spruce World Information Technology, Spencer Stuart. Beijing University of Technology BE 1994
Co-Founder & CTO
Michael Mo
Ex-Tencent, Huawei, Neusoft. Harbin University of Science and Technology 2000
Co-Founder & CEO
Richard Huang
CEO Yunify Technologies, ex-IBM
Co-Founder & Co-CEO
Yuanhao Sun
Ex- Intel. Nanjing University MS 2003
Co-Founder & CEO
Zhou Hongyi
Ex-Yahoo · Xi'an Jiaotong University
Ex-Visa, IBM, Oracle, Founder Tulando, Siebel Systems. University of Wisconsin-Madison PhD 2000, Chinese Academy of Sciences…
Co-Founder & CEO
Xilun Chen
ex- IBM. China University of Mining and Technology 2003, Xi'an Jiaotong University 2006
Co-Founder & Chairman
Rong Chen
Ex- CEO Kortide. Founder Kortide, Microsoft. Tsinghua University 1982, University of Illinois at Urbana 1987
Non Executive Director - UBX · University of Strathclyde Finance & Law 2002
Where the founders studied
alma mater on record for 37 of 568 founders
Tsinghua University 10
Hong Kong University of Science and Technology (HKUST) 4
University of California (Los Angeles) 3
University of California (Berkeley) 2
Cornell University 2
University of Pennsylvania 2
Peking University 2
Harvard University 2
Where they worked before
a previous employer on record for 20 of 568 founders
Intel 6
Microsoft 6
Amazon 2
Google 2
McKinsey 2
Apple 1
Facebook 1
Cisco 1
Founders flagged as repeat founders
of 515 founders with a profile on this page
4
carry a repeat-founder flag
flagged as repeat founders 4 no repeat-founder flag 511 Radar
Look up the people behind Enterprise Infrastructure companies in China
Search founders, executives and operators by company, role and location.
Who funds Enterprise Infrastructure in China Records 870 funding rounds since 2016 from 797 investors, with the typical round size of $14.8 million.
Stage mix · rounds since 2016
Seed & Angel 265
Series A–B 445
Series C+ / PE 133
Grants, debt & other 27
The typical round is $14.8M — half were bigger, half smaller.
The biggest Enterprise Infrastructure funding rounds in China Highlights the largest disclosed round—Qinhuai Data’s $570 million Series C—and lists ten other large recent funding events.
Company Round Size When Backers Qinhuai Data Series Cmega-round $570M May 2019 Bain Capital Casicloud Series Dmega-round $404.5M Mar 2021 China Merchants Capital , Shenzhen Capital Group Moore Thread Series Amega-round $312.9M Nov 2021 Tencent , 5Y Capital , 28fund.com +7 more Xunlei Series Dmega-round $310M Apr 2014 Xiaomi , 5Y Capital , IDG Capital +1 more Kingsoft Cloud Series Dmega-round $300M Dec 2017 CMIG , Kingsoft Network Technology 01.AI Series Dmega-round $300M Nov 2023 Tencent , Xiaomi , Alibaba Cloud +1 more Cloudwalk Series Cmega-round $253.9M May 2020 China Internet Investment Fund , Industrial and Commercial Bank of China , Shanghai Guosheng Group +2 more Huayun Series E $220.7M Jun 2017 — Huayun Data Group Series D $220.7M Jun 2017 Shanshan Kingsoft Cloud Series D $220M Jan 2018 Forebright Capital , Kingsoft Network Technology
Venture round sizes · 2023–2025
<$1M 2
$1–10M 9
$10–50M 12
$50–250M 2
>$250M 1
26 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
What the news says about Enterprise Infrastructure in China Aggregates 816,112 news articles from the last year, most often covering international geopolitical topics and entities.
News volume
Enterprise Infrastructure coverage across China · articles per quarter
2021Q2: 103,307 2021Q3: 115,334 2021Q4: 98,819 2022Q1: 116,234 2022Q2: 110,016 2022Q3: 137,149 2022Q4: 137,448 2023Q1: 148,793 2023Q2: 137,856 2023Q3: 152,567 2023Q4: 127,796 2024Q1: 139,462 2024Q2: 148,991 2024Q3: 147,924 2024Q4: 167,876 2025Q1: 239,958 2025Q2: 179,615 2025Q3: 316,127 2025Q4: 126,730 2026Q1: 137,888 2021Q2 2026Q1
peak ≥316,127 in 2025Q3 · ≥816,112 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative )
2021 2023 2025
Positive-tone share moved 46% → 50%, negative 44% → 34% across 2021–2025.
What the coverage is about The subjects that dominate Enterprise Infrastructure news in China. The arrow shows whether each one is being written about more or less than a year ago.
International and transnational geographic entities ≥65,172 ▲+33% Geopolitical disputes and contested areas ≥65,170 ▲+33% Administrative and political subdivisions ≥65,144 ▲+33% International political relations ≥29,971 →+6% Security and defense policies ≥19,113 ▲+20% Trade policies and agreements ≥19,024 →-8% International relations and diplomacy ≥18,166 →-0% Government international agreements coordination ≥12,915 →-9% Nationalism and sovereignty debates ≥6,813 →-4% Trade wars and geopolitical impacts ≥6,762 ▼-21% Most-covered companies · last 12 months
47 Enterprise Infrastructure companies here were named in the news over this period.
Prism
Watch Enterprise Infrastructure coverage in China as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
countries+128% sustainable city planning+4853% domestic robots+1270% toy robots+1567% summit diplomacy+55% sanctions policies+65% export sanctions+124% wto rulings+203% stablecoin fx impact+115% asian games+2863%
preferential tariff-39% economic slowdown-45% tariff rate quota-34% mfn tariff-36% gold futures trends-41%
The pressures the press keeps returning to Three recurring angles in China Enterprise Infrastructure coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
≥255,748 articles touch this dimension · 41.9% critical tone
2021 2025
signals: territories, disputed islands, tariff negotiations
Funding Momentum ▲ rising
≥27,020 articles touch this dimension · 50.8% critical tone
2021 2025
signals: currency intervention policies, inflation reports fx, trade deficits fx
Growth ▲ rising
≥84,905 articles touch this dimension · 44.3% critical tone
2021 2025
signals: gdp growth rate, gdp acceleration, economic output growth
Enterprise Infrastructure jobs in China: who is hiring and what they ask for Reports zero job postings in the past year from two employers, with the most‑requested skills being infrastructure, sales, IT‑OT and asset management.
0 postings · last 12 months
2 postings tracked overall
2 employers advertising
Demand
The Skills Employers Ask For What Enterprise Infrastructure employers in China put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
infrastructure 2 ▼ sales 1 ▼ it-ot 1 → suel elastomers 1 ▼ asset management 1 → transportation 1 ▼ marketing 1 ▼ technical marketing 1 ▼ material specifications 1 ▼ vulnerability management 1 ▲ What Enterprise Infrastructure research is working on Indexes 53,444 academic papers, of which 34,214 discuss opportunities, 4,882 identify common problems, and 1,382 issue cautions.
How this field talks about itself
Enterprise Infrastructure papers (gold) against all published research (grey)
Breakthrough 39.1% · 26.2% 1.5×
Promising 24.9% · 36.9% 0.7×
Descriptive 21.4% · 17.8% 1.2×
Problem-identifying 8.6% · 9.4% ≈ par
Comparative 2.8% · 4.1% 0.7×
Cautionary 2.6% · 4.8% 0.5×
Enterprise Infrastructure literature runs 1.5× more “breakthrough” than science at large (39.1% vs 26.2% baseline).
How the work is done
Methods-led 56.9%
Reviews 20.0%
Empirical 17.5%
Position pieces 4.7%
Theoretical 0.8%
How the research reads
95% positive · 2% neutral · 3% negative , across 53,444 papers.
The institutions behind the field
Google 55k King Abdulaziz University 50k Temple University 45k Tokyo Metropolitan University 40k University of California, Berkeley 37k Microsoft 33k ranked by how often their work is cited
Researchers who shaped it
Sudhir Kumar · Glen Stecher · Koichiro Tamura · Michael Li · Christina Knyaz · Rajkumar Buyya · Stephen E. Fick · Robert J. Hijmans
The most-cited breakthroughs
MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms · 38k cites WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas · 16k cites Google Earth Engine: Planetary-scale geospatial analysis for everyone · 13k cites Caffe · 11k cites SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size · 6k cites Common problems researchers identify 4,040 papers · 7 recurring themes
→ Problems · theme 01
Cloud Computing / Scalability
1,225 papers · 30.3% of this block
2022: 1,900 of every 10,000 papers on this subject 2023: 1,833 of every 10,000 papers on this subject 2024: 1,409 of every 10,000 papers on this subject 2025: 1,012 of every 10,000 papers on this subject 2022: 1,900 of every 10,000 papers on this subject 2023: 1,833 of every 10,000 papers on this subject 2024: 1,409 of every 10,000 papers on this subject 2025: 1,012 of every 10,000 papers on this subject ▼ -47% share 2022→2025 share of research on this subject Cloud computing · Scalability · Operating system · Distributed computing
“Cloud Computing: Issues and Challenges”
Problems · theme 02
Virtualization / Big Data
805 papers · 19.9% of this block
2022: 586 of every 10,000 papers on this subject 2023: 537 of every 10,000 papers on this subject 2024: 369 of every 10,000 papers on this subject 2025: 546 of every 10,000 papers on this subject 2022: 586 of every 10,000 papers on this subject 2023: 537 of every 10,000 papers on this subject 2024: 369 of every 10,000 papers on this subject 2025: 546 of every 10,000 papers on this subject ▼ -7% share 2022→2025 share of research on this subject Virtualization · Big data · Software deployment · Cloud computing
“Comprehensive Survey on AI-Enhanced Software Systems: From Misinformation Detection to Distributed Infrastructure Optimization”
Problems · theme 03
Cloud Computing Security / Computer Security
802 papers · 19.9% of this block
2022: 1,627 of every 10,000 papers on this subject 2023: 1,670 of every 10,000 papers on this subject 2024: 1,310 of every 10,000 papers on this subject 2025: 748 of every 10,000 papers on this subject 2022: 1,627 of every 10,000 papers on this subject 2023: 1,670 of every 10,000 papers on this subject 2024: 1,310 of every 10,000 papers on this subject 2025: 748 of every 10,000 papers on this subject ▼ -54% share 2022→2025 share of research on this subject Cloud computing security · Computer security · Cloud computing · Data security
“An analysis of security issues for cloud computing”
Problems · theme 04
Digital Transformation / Digital Economy
452 papers · 11.2% of this block
2022: 137 of every 10,000 papers on this subject 2023: 146 of every 10,000 papers on this subject 2024: 135 of every 10,000 papers on this subject 2025: 214 of every 10,000 papers on this subject 2022: 137 of every 10,000 papers on this subject 2023: 146 of every 10,000 papers on this subject 2024: 135 of every 10,000 papers on this subject 2025: 214 of every 10,000 papers on this subject ▲ +56% share 2022→2025 share of research on this subject Digital transformation · Digital economy · Cloud computing · Business model
“Digital Transformation and Economic Development: Opportunities and Emerging Challenges”
Problems · theme 05
Internet Of Things / Cloud Computing
275 papers · 6.8% of this block
2022: 1,385 of every 10,000 papers on this subject 2023: 1,438 of every 10,000 papers on this subject 2024: 1,560 of every 10,000 papers on this subject 2025: 1,454 of every 10,000 papers on this subject 2022: 1,385 of every 10,000 papers on this subject 2023: 1,438 of every 10,000 papers on this subject 2024: 1,560 of every 10,000 papers on this subject 2025: 1,454 of every 10,000 papers on this subject ▲ +5% share 2022→2025 share of research on this subject Internet of Things · Cloud computing · Big data · Smart city
“IoT and Cloud Computing Issues, Challenges and Opportunities: A Review”
Problems · theme 06
Aerosol / Atmospheric Sciences
261 papers · 6.5% of this block
2022: 135 of every 10,000 papers on this subject 2023: 146 of every 10,000 papers on this subject 2024: 100 of every 10,000 papers on this subject 2025: 60 of every 10,000 papers on this subject 2022: 135 of every 10,000 papers on this subject 2023: 146 of every 10,000 papers on this subject 2024: 100 of every 10,000 papers on this subject 2025: 60 of every 10,000 papers on this subject ▼ -55% share 2022→2025 share of research on this subject Aerosol · Atmospheric sciences · Meteorology · Radiative transfer
“Improving our fundamental understanding of the role of aerosol−cloud interactions in the climate system”
Problems · theme 07
Enhanced Data Rates For Gsm Evolution / Edge Computing
220 papers · 5.4% of this block
2022: 343 of every 10,000 papers on this subject 2023: 351 of every 10,000 papers on this subject 2024: 293 of every 10,000 papers on this subject 2025: 356 of every 10,000 papers on this subject 2022: 343 of every 10,000 papers on this subject 2023: 351 of every 10,000 papers on this subject 2024: 293 of every 10,000 papers on this subject 2025: 356 of every 10,000 papers on this subject ▲ +4% share 2022→2025 share of research on this subject Enhanced Data Rates for GSM Evolution · Edge computing · Edge device · Cloud computing
“Edge Computing: Vision and Challenges”
Cautions 1,133 papers · 7 recurring themes
→ Cautions · theme 01
Cloud Computing / Operating System
248 papers · 21.9% of this block
2022: 1,835 of every 10,000 papers on this subject 2023: 1,750 of every 10,000 papers on this subject 2024: 1,330 of every 10,000 papers on this subject 2025: 652 of every 10,000 papers on this subject 2022: 1,835 of every 10,000 papers on this subject 2023: 1,750 of every 10,000 papers on this subject 2024: 1,330 of every 10,000 papers on this subject 2025: 652 of every 10,000 papers on this subject ▼ -64% share 2022→2025 share of research on this subject Cloud computing · Operating system · Distributed computing · Virtual machine
“Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing”
Cautions · theme 02
Satellite / Radiative Transfer
184 papers · 16.2% of this block
2022: 239 of every 10,000 papers on this subject 2023: 259 of every 10,000 papers on this subject 2024: 185 of every 10,000 papers on this subject 2025: 126 of every 10,000 papers on this subject 2022: 239 of every 10,000 papers on this subject 2023: 259 of every 10,000 papers on this subject 2024: 185 of every 10,000 papers on this subject 2025: 126 of every 10,000 papers on this subject ▼ -47% share 2022→2025 share of research on this subject Satellite · Radiative transfer · Cloud computing · Remote sensing
“Classifying clouds around the globe with the CloudSat radar: 1‐year of results”
Cautions · theme 03
Cloud Computing Security / Encryption
171 papers · 15.1% of this block
2022: 1,739 of every 10,000 papers on this subject 2023: 1,789 of every 10,000 papers on this subject 2024: 1,394 of every 10,000 papers on this subject 2025: 1,001 of every 10,000 papers on this subject 2022: 1,739 of every 10,000 papers on this subject 2023: 1,789 of every 10,000 papers on this subject 2024: 1,394 of every 10,000 papers on this subject 2025: 1,001 of every 10,000 papers on this subject ▼ -42% share 2022→2025 share of research on this subject Cloud computing security · Encryption · Cloud computing · Computer security
“Secure cloud computing: Benefits, risks and controls”
Cautions · theme 04
Climate Model / Aerosol
146 papers · 12.9% of this block
2022: 57 of every 10,000 papers on this subject 2023: 71 of every 10,000 papers on this subject 2024: 42 of every 10,000 papers on this subject 2025: 33 of every 10,000 papers on this subject 2022: 57 of every 10,000 papers on this subject 2023: 71 of every 10,000 papers on this subject 2024: 42 of every 10,000 papers on this subject 2025: 33 of every 10,000 papers on this subject ▼ -42% share 2022→2025 share of research on this subject Climate model · Aerosol · Atmospheric sciences · Climatology
“Aerosol Effects on Climate via Mixed-Phase and Ice Clouds”
Cautions · theme 05
Digital Transformation / Cloud Computing
141 papers · 12.4% of this block
2022: 146 of every 10,000 papers on this subject 2023: 155 of every 10,000 papers on this subject 2024: 146 of every 10,000 papers on this subject 2025: 244 of every 10,000 papers on this subject 2022: 146 of every 10,000 papers on this subject 2023: 155 of every 10,000 papers on this subject 2024: 146 of every 10,000 papers on this subject 2025: 244 of every 10,000 papers on this subject ▲ +67% share 2022→2025 share of research on this subject Digital transformation · Cloud computing · Digital economy · Audit
“The impact of cloud computing technology on cloud accounting adoption and financial management of businesses”
Cautions · theme 06
Big Data / Internet Of Things
134 papers · 11.8% of this block
2022: 1,435 of every 10,000 papers on this subject 2023: 1,485 of every 10,000 papers on this subject 2024: 1,599 of every 10,000 papers on this subject 2025: 1,513 of every 10,000 papers on this subject 2022: 1,435 of every 10,000 papers on this subject 2023: 1,485 of every 10,000 papers on this subject 2024: 1,599 of every 10,000 papers on this subject 2025: 1,513 of every 10,000 papers on this subject ▲ +6% share 2022→2025 share of research on this subject Big data · Internet of Things · Analytics · Sustainability
“Artificial Intelligence and Cloud-Based Accounting Information Systems: Enhancing Financial Reporting Reliability and Cybersecurity in the D”
Cautions · theme 07
Enhanced Data Rates For Gsm Evolution / Edge Computing
109 papers · 9.6% of this block
2022: 343 of every 10,000 papers on this subject 2023: 351 of every 10,000 papers on this subject 2024: 293 of every 10,000 papers on this subject 2025: 356 of every 10,000 papers on this subject 2022: 343 of every 10,000 papers on this subject 2023: 351 of every 10,000 papers on this subject 2024: 293 of every 10,000 papers on this subject 2025: 356 of every 10,000 papers on this subject ▲ +4% share 2022→2025 share of research on this subject Enhanced Data Rates for GSM Evolution · Edge computing · Edge device · Latency
“Characterizing Container Performance in Edge Computing”
Opportunities 29,038 papers · 7 recurring themes
→ Opportunities · theme 01
Cloud Computing / Scheduling
1,730 papers · 28.8% of this block
2022: 772 of every 10,000 papers on this subject 2023: 764 of every 10,000 papers on this subject 2024: 487 of every 10,000 papers on this subject 2025: 573 of every 10,000 papers on this subject 2022: 772 of every 10,000 papers on this subject 2023: 764 of every 10,000 papers on this subject 2024: 487 of every 10,000 papers on this subject 2025: 573 of every 10,000 papers on this subject ▼ -26% share 2022→2025 share of research on this subject Cloud computing · Scheduling · Distributed computing · Scalability
“AI-DRIVEN CLOUD COMPUTING: MACHINE LEARNING MODELS FOR DYNAMIC RESOURCE ALLOCATION, TASK SCHEDULING, AND PERFORMANCE OPTIMIZATION”
Opportunities · theme 02
Scalability / Software Deployment
1,153 papers · 19.2% of this block
2022: 546 of every 10,000 papers on this subject 2023: 537 of every 10,000 papers on this subject 2024: 365 of every 10,000 papers on this subject 2025: 726 of every 10,000 papers on this subject 2022: 546 of every 10,000 papers on this subject 2023: 537 of every 10,000 papers on this subject 2024: 365 of every 10,000 papers on this subject 2025: 726 of every 10,000 papers on this subject ▲ +33% share 2022→2025 share of research on this subject Scalability · Software deployment · Virtualization · Big data
“MAIS: Multi-Model Adaptive Inference Scheduling for Web-Based Intelligent Service Platforms”
Opportunities · theme 03
Encryption / Cloud Computing
975 papers · 16.2% of this block
2022: 1,710 of every 10,000 papers on this subject 2023: 1,755 of every 10,000 papers on this subject 2024: 1,370 of every 10,000 papers on this subject 2025: 985 of every 10,000 papers on this subject 2022: 1,710 of every 10,000 papers on this subject 2023: 1,755 of every 10,000 papers on this subject 2024: 1,370 of every 10,000 papers on this subject 2025: 985 of every 10,000 papers on this subject ▼ -42% share 2022→2025 share of research on this subject Encryption · Cloud computing · Computer security · Cryptography
“A Secure and Intelligent Data Transfer System for Cloud Environments using Hybrid Cryptography and Deep Learning-based Intrusion Detection”
Opportunities · theme 04
Internet Of Things / Cloud Computing
618 papers · 10.3% of this block
2022: 1,270 of every 10,000 papers on this subject 2023: 1,335 of every 10,000 papers on this subject 2024: 1,480 of every 10,000 papers on this subject 2025: 1,346 of every 10,000 papers on this subject 2022: 1,270 of every 10,000 papers on this subject 2023: 1,335 of every 10,000 papers on this subject 2024: 1,480 of every 10,000 papers on this subject 2025: 1,346 of every 10,000 papers on this subject ▲ +6% share 2022→2025 share of research on this subject Internet of Things · Cloud computing · Microcontroller · Precision agriculture
“Application of Internet of Things (IoT) in Sustainable Supply Chain Management”
Opportunities · theme 05
Satellite / Radiative Transfer
587 papers · 9.8% of this block
2022: 89 of every 10,000 papers on this subject 2023: 99 of every 10,000 papers on this subject 2024: 73 of every 10,000 papers on this subject 2025: 71 of every 10,000 papers on this subject 2022: 89 of every 10,000 papers on this subject 2023: 99 of every 10,000 papers on this subject 2024: 73 of every 10,000 papers on this subject 2025: 71 of every 10,000 papers on this subject ▼ -20% share 2022→2025 share of research on this subject Satellite · Radiative transfer · Aerosol · Cloud computing
“Capturing Aerosol‐Cloud‐Precipitation Interactions: A Physics‐Informed Sparse Regression Approach for a Coupled Multiscale System With Time ”
Opportunities · theme 06
Enhanced Data Rates For Gsm Evolution / Edge Computing
474 papers · 7.9% of this block
2022: 343 of every 10,000 papers on this subject 2023: 351 of every 10,000 papers on this subject 2024: 293 of every 10,000 papers on this subject 2025: 356 of every 10,000 papers on this subject 2022: 343 of every 10,000 papers on this subject 2023: 351 of every 10,000 papers on this subject 2024: 293 of every 10,000 papers on this subject 2025: 356 of every 10,000 papers on this subject ▲ +4% share 2022→2025 share of research on this subject Enhanced Data Rates for GSM Evolution · Edge computing · Edge device · Mobile edge computing
“EdgeCloudSim: An environment for performance evaluation of edge computing systems”
Opportunities · theme 07
Point Cloud / Segmentation
463 papers · 7.7% of this block
2022: 357 of every 10,000 papers on this subject 2023: 399 of every 10,000 papers on this subject 2024: 289 of every 10,000 papers on this subject 2025: 334 of every 10,000 papers on this subject 2022: 357 of every 10,000 papers on this subject 2023: 399 of every 10,000 papers on this subject 2024: 289 of every 10,000 papers on this subject 2025: 334 of every 10,000 papers on this subject ▼ -6% share 2022→2025 share of research on this subject Point cloud · Segmentation · Lidar · Cloud computing
“PointAugment: An Auto-Augmentation Framework for Point Cloud Classification”
Which of these themes are growing fastest Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Digital Transformation / Digital Economy ▲+56%
Internet Of Things / Cloud Computing ▲+5%
Enhanced Data Rates For Gsm Evolution / Edge Computing ▲+4%
Virtualization / Big Data ▼-7%
Cloud Computing / Scalability ▼-47%
Cloud Computing Security / Computer Security ▼-54%
Aerosol / Atmospheric Sciences ▼-55%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Digital Transformation / Cloud Computing ▲+67%
Big Data / Internet Of Things ▲+6%
Enhanced Data Rates For Gsm Evolution / Edge Computing ▲+4%
Cloud Computing Security / Encryption ▼-42%
Climate Model / Aerosol ▼-42%
Satellite / Radiative Transfer ▼-47%
Cloud Computing / Operating System ▼-64%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Scalability / Software Deployment ▲+33%
Internet Of Things / Cloud Computing ▲+6%
Enhanced Data Rates For Gsm Evolution / Edge Computing ▲+4%
Point Cloud / Segmentation ▼-6%
Satellite / Radiative Transfer ▼-20%
Cloud Computing / Scheduling ▼-26%
Encryption / Cloud Computing ▼-42%
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