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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE CHINA EDITION 2026

China’s
enterprise infrastructure industry,
in focus.

The companies, capital and talent shaping enterprise infrastructure in China. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Enterprise Infrastructure Industry Landscape of China
CN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Enterprise Infrastructure illustration
Companies tracked 1,786Enterprise Infrastructure ecosystem in China Disclosed funding $20.8B283 companies · all recorded rounds Companies hiring 14With open roles at the snapshot Tracked open roles 172 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore China’s enterprise infrastructure leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Enterprise Infrastructure company highlights in China, snapshot 7 August 2026
Company
EOSeos.io$4.2B———
Cloudwalkcloudwalk.com$799M—85—
Kingsoft Cloudksyun.com$767.82M—9,517—
Qihoo 360 Technology360totalsecurity.com$575M—4,200—
Qinhuai Datastackdata.cn$570M———
Moore Threadmthreads.com$528.13M———
Huayun Data Grouphuayun.com$527.07M———
Big Data Exchangebdxworld.com$475M———
AnyDeskanydesk.com.cn—3 roles——
Anxinsec (Beijing) Technologyanxinsec.com—2 roles——
01.AI01.ai—1 roles——
Alaudaalauda.cn—1 roles25—
Sangfor Technologiessangfor.com.cn—1 roles9,156—
TeamNoteteamnoteapp.com—1 roles12—
arrive.aiarrive.ai—1 roles85—
dongtu technologykyland.com.cn—1 roles1,753—
Alibaba Cloudalibabacloud.com——4,139—
Cheetah Mobilecmcm.com——713—
DEEPEXIdeepexi.com——700—
HUAWEI CLOUDhuaweicloud.com————
Hangzhou DPtech Technologiesdptech.com——1,491—
Inspurinspur.com——3,054—
Xunleixunlei.com——1,097—
ZTEzte.com.cn——74,773Financial figure available in RadarView in Radar
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Enterprise Infrastructure industry KPIs in China

A few useful ratios bring the size of this ecosystem into perspective.

7 August 2026
Hiring participation0.8%

14 of 1,786 tracked companies have open roles.

Funding participation26.5%

473 of 1,786 tracked companies have a recorded round.

Top 3 funding share27.7%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$14.84M

Midpoint of 393 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 27.7% of disclosed capital, while 73.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How China enterprise infrastructure has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

China enterprise infrastructure
$0$1.64B$3.29B$4.93B$6.58B2016: $1.07B20162017: $2.38B20172018: $5.77B20182019: $1.79B20192020: $1.98B20202021: $2.69B20212022: $944.81M20222023: $529.13M20232024: $308.56M20242025: $36.5M2025
View the numbers
Annual enterprise infrastructure funding and company formation in China
YearFunding (USD)FoundedRaising
2016$1.07B13939
2017$2.38B12259
2018$5.77B11750
2019$1.79B11045
2020$1.98B10957
2021$2.69B9451
2022$944.81M4636
2023$529.13M3012
2024$308.56M2313
2025$36.5M44
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • EOS20.2%
  • Cloudwalk3.8%
  • Kingsoft Cloud3.7%
  • Other companies72.3%

Funding by stage

870 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel265 30.5%
Series A–B445 51.1%
Series C+ / PE133 15.3%
Grants, debt & other27 3.1%

Recent recorded rounds

Latest recorded rounds · USD
4 rounds

Swipe or scroll horizontally to browse.

Conventional Debt04/2026
Big Data Exchange $320M

Backed by PermataBank and Bank Central Asia and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series D11/2023
01.AI01.ai$300M

Backed by Tencent and Xiaomi and others.

Series C05/2020
Cloudwalkcloudwalk.com$253.9M

Backed by China Internet Investment Fund and Industrial and Commercial Bank of China and others.

Series E06/2017
Huayunchinac.com$220.66M

Participating investors were not recorded in this snapshot.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

The measured China identity-to-filing probe did not produce a qualifying designated legal or national-ID join: the scoped identities lack an authoritative Chinese registrar mapping; bare ticker overlaps produced no complete annual revenue and net-income statement groups.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the China companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

60 of the 1,786 companies on this page carry a measured traffic record (3.4%); these are the largest of those, by monthly visits. The median among them is 310,609 visits.

CompanyMonthly visitsAuthorityMobile
DeepSeekdeepseek.com363,033,483789.5%
TP-Linktp-link.com14,148,3827960.9%
UCWebucweb.com7,239,7765085.4%
IObitiobit.com5,967,411629.5%
Qihoo 360 Technology360.cn4,709,565462%
File uploadfile-upload.org2,326,6252968.4%
PGYERpgyer.com2,270,0785475.3%
PureVPNpurevpn.com2,040,9154950.8%
Tencent Cloudtencentcloud.com1,960,7644439.3%
Pikbestpikbest.com1,932,4045936.2%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

91 of these companies (5.1%) publish at least one Android app — 165 apps in all, carrying 3.7B installs between them.

AppInstallsRatingStore category
Phoenix - Fast & SafePhoenix Browser1.2B4.3Communication
UC Browser-Safe, Fast, PrivateUCWeb1.2B4.4Communication
UC Mini-Download Video Status UCWeb419M4.4Communication
DeepSeek - AI AssistantDeepSeek90M4.1Productivity
TP-Link TetherTP-Link83.5M4.7Tools
PictureThis - Plant IdentifierPictureThis78.6M4.6Education
vpnify - Unlimited VPN ProxyVpnify75.5M4.4Tools
X-VPN: Fast VPN & Secure ProxyX-VPN72.7M4.5Tools
UC Turbo- Fast, Safe, Ad BlockUCWeb71.6M4.1Communication
Free Adblocker Browser:AdblockFree Adblocker Browser54.4M4.5Communication

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q3–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Mobile Utility Tools173BPhoenix - Fast & Safe 1.2B
Internet Browsers102.9BUC Browser-Safe, Fast, Private 1.2B
Cybersecurity98512.8MPictureThis - Plant Identifier 78.6M
Telecom Operators11122.9MTP-Link Tether 83.5M
Enterprise Networking17114.4MTP-Link Deco 11.3M
Artificial Intelligence695.9MDeepSeek - AI Assistant 90M
Open Source1391.3MmBlock 728.8K
Ai Infrastructure290.2MDSeek - Your AI Assistant 125.8K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 62023Q2: 12023Q22023Q3: 52023Q3: 32023Q32023Q4: 102023Q4: 12023Q42024Q1: 52024Q1: 52024Q12024Q2: 62024Q2: 62024Q22024Q3: 52024Q3: 42024Q32024Q4: 22024Q4: 52024Q42025Q1: 32025Q1: 12025Q12025Q2: 42025Q2: 42025Q22025Q3: 22025Q3: 182025Q32025Q4: 32025Q4: 292025Q42026Q1: 22026Q1: 212026Q1

Darker bars are new releases, lighter bars apps updated. 158 of 165 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The China enterprise infrastructure market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech1,326
Enterprise software945
Saas593
Consumer digital207
Identity access management165
Deep tech147
Data security131
Native ai in software development129
Artificial intelligence129
Fintech128
Network security114
Biometric access control110

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

1326companies
0.9%have hiring activity

12 companies hiring · $19.41B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription1,368
Fee-for-service231
E-commerce - product139
Physical commerce123
E-commerce - service104
Advertising101
Commission on transaction91
Licensing27
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
IPO activitymthreads.com ↗

Earlier this month another China GPU startup, Moore Threads, raised $1.13bn in an IPO on the Shanghai STAR market.

Funding roundsbyitgroup.com ↗

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.

IPO activitydeepexi.com ↗

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.

Funding roundsksyun.com ↗

Kingsoft Cloud Holdings Limited announced the pricing of its upsized HK$2,802 million offering of 338,000,000 ordinary shares of the Company.

Mergers & acquisitionscmcm.com ↗

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.

Mergers & acquisitionsdeepvision-tech.com ↗

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.

Mergers & acquisitionsxunlei.com ↗

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.

IPO activityqiniu.com ↗

They followed Qiniu, a Chinese cloud service provider which received approval for a listing on Tuesday.

Mergers & acquisitionsh3c.com ↗

Hewlett Packard Enterprise (HPE) has successfully sold a 30% stake in H3C Technologies to Unisplendour International Technology Limited for roughly $2.1 billion.

Earningszte.com.cn ↗

ZTE Corporation announced revenue of RMB 34.99 billion for the first quarter of 2026, an increase of 6.1% year-on-year.

Full recorded event mix

Top 10 categories among 351 recorded events in the 24-month window.

New products
144
Company announcements
96
Earnings
72
Leadership moves
11
Contracts
10
IPO activity
6
Capital infusions
4
Mergers & acquisitions
4
Funding rounds
2
Board Updates
1
5 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

3 companies with recorded IPO activity

IPO · Shanghai STAR market4 reports

DEEPEXI ↗

IPO · Hong Kong Stock Exchange1 reports

Qiniu ↗

IPO · Hong Kong2 reports

Leadership moves

6 tracked people moves

Lin Junyang

Promotion Head of Qwen project

Zhou Hao

Appointment Key Leadership Role

TP-Link ↗
Alexandre Rodrigues

Appointment B2B Distribution Manager

TP-Link ↗
Kieran Vineer

Promotion Distribution Channel Director for UK and Ireland

TP-Link ↗
Ben Allcock

Promotion Vice President of B2B for the UK and Ireland

Mr. Haijian He

Appointment Executive Director and Chief Financial Officer

Product launches

Products, platforms and features in the recorded window

JVS Crew

Enterprise-grade AI agent building platform

SandStone ↗
Sandstone platform

In‑house workflow management

Model as a Service

Enterprise AI Service

Data Centre

AI infrastructure

Three Availability Zones (3AZ)

Cloud Infrastructure

Yeastar ↗
artificial intelligence receptionist resource

Artificial Intelligence Receptionist Resource

ZTE ↗
ZTE AIR MAX

AI‑native mobile network solution

Contract wins

7 recorded customer wins

ZTE ↗

Customer: Orange MoroccoTelecommunications

Customer: genesisInfrastructure

Customer: genesis energyRenewable Energy

ZTE ↗

Customer: u mobileTelecommunications

Customer: goto groupCloud Services

01.AI ↗

Customer: alibaba cloudArtificial Intelligence

Litigation

1 tracked suits

Company
United States v ZTE Corporation

export control violationCriminal · Settled

Earnings pulse

Reported company results in the recorded window.

9companies
70period observations
29.6%median reported growth

Median across 61 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Cheetah Mobile→Shenzhen UFACTORY Technology Co., Ltd.Announced2025-07-28Not stated in snapshot
intellisite→Deep Vision Technology ↗Announced2025-02-14Not stated in snapshot
Xunlei→Shanghai Kuanghui Internet Technology Co., Ltd.Announced2025-01-27Not stated in snapshot
Unisplendour International Technology Limited→H3C Technologies ↗Completed2024-09-04$2.1B
bytedance→Terark ↗Completed2024-04-22Not stated in snapshot
NQ→NationSky ↗2024-03-05Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

0 postings in the preceding 12 months. The full 2-posting snapshot covers 2 employers.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

0 internship postings

0 tracked postings mention remote work.

Skills employers mention

Top skills across 2 tracked postings in the available jobs snapshot.

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
THE PEOPLE BUILDING THE FIELD

Founders and leaders

568 founders and chief executives across 433 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

37 profiles with education records.

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

Prior employers

20 profiles with prior-work records.

Intel
6
Microsoft
6
Amazon
2
Google
2
McKinsey
2
Apple
1
Facebook
1
Cisco
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

816,112 articles in the measured 12-month window.

Expand panel +
816,112articles in the measured year
137,888articles in 2026Q1
49.6%positive tone in the latest complete year

News volume trends

Enterprise Infrastructure coverage across China · articles per complete quarter

090,887181,773272,660363,5462021Q2: 103,3072021Q22021Q3: 115,3342021Q4: 98,8192022Q1: 116,2342022Q2: 110,0162022Q22022Q3: 137,1492022Q4: 137,4482023Q1: 148,7932023Q2: 137,8562023Q22023Q3: 152,5672023Q4: 127,7962024Q1: 139,4622024Q2: 148,9912024Q22024Q3: 147,9242024Q4: 167,8762025Q1: 239,9582025Q2: 179,6152025Q22025Q3: 316,1272025Q4: 126,7302026Q1: 137,8882026Q1
View quarterly article counts
QuarterArticles
2021Q2103,307
2021Q3115,334
2021Q498,819
2022Q1116,234
2022Q2110,016
2022Q3137,149
2022Q4137,448
2023Q1148,793
2023Q2137,856
2023Q3152,567
2023Q4127,796
2024Q1139,462
2024Q2148,991
2024Q3147,924
2024Q4167,876
2025Q1239,958
2025Q2179,615
2025Q3316,127
2025Q4126,730
2026Q1137,888

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
171,420 positive · 35,165 neutral · 164,219 negative
2022
233,337 positive · 51,604 neutral · 215,472 negative
2023
287,851 positive · 60,937 neutral · 217,801 negative
2024
294,231 positive · 89,799 neutral · 219,686 negative
2025
427,284 positive · 139,830 neutral · 294,598 negative

Leading coverage topics

Enterprise Infrastructure coverage across China · ranked by full-period article count.

International And Transnational Geographic Entities65,172 articles in the full recorded period
92,584 recent · 69,822 prior
Geopolitical Disputes And Contested Areas65,170 articles in the full recorded period
92,585 recent · 69,819 prior
Administrative And Political Subdivisions65,144 articles in the full recorded period
92,555 recent · 69,797 prior
International Political Relations29,971 articles in the full recorded period
26,681 recent · 25,104 prior
Security And Defense Policies19,113 articles in the full recorded period
18,895 recent · 15,687 prior
Trade Policies And Agreements19,024 articles in the full recorded period
26,966 recent · 29,486 prior
International Relations And Diplomacy18,166 articles in the full recorded period
15,233 recent · 15,303 prior
Government International Agreements Coordination12,915 articles in the full recorded period
5,190 recent · 5,722 prior
Nationalism And Sovereignty Debates6,813 articles in the full recorded period
5,698 recent · 5,953 prior
Trade Wars And Geopolitical Impacts6,762 articles in the full recorded period
7,322 recent · 9,307 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Enterprise Infrastructure coverage across China

KeywordRecentPriorChange
countries3,6081,581128%
sustainable city planning2,873584853%
domestic robots2,4111761270%
toy robots2,4001441567%
summit diplomacy1,5871,02755%
sanctions policies1,52592265%
export sanctions1,459650124%
wto rulings1,165385203%
stablecoin fx impact1,129525115%
asian games1,126382863%
preferential tariff2,6934,414-39%
economic slowdown2,3174,211-45%
tariff rate quota2,0403,068-34%
mfn tariff1,6662,619-36%
gold futures trends1,4562,485-41%

Event and signal lenses

Enterprise Infrastructure coverage across China

All complete annual cohorts shown
Rising

Regulatory Risk

255,748 classified articles

territories, disputed islands, tariff negotiations

41.9% critical · 16.6% positive
Rising

Funding Momentum

27,020 classified articles

currency intervention policies, inflation reports fx, trade deficits fx

50.8% critical · 39.7% positive
Rising

Growth

84,905 classified articles

gdp growth rate, gdp acceleration, economic output growth

44.3% critical · 39.8% positive

Enterprise Infrastructure coverage across China. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Enterprise Infrastructure research is working on

53,444 papers in the recorded worldwide scope.

Expand panel +
53,444papers
53,444worldwide comparison pool
—India-affiliated papers

Research orientation

Breakthrough
20,901
Promising
13,313
Descriptive
11,458
Problem-identifying
4,591
Comparative
1,508
Cautionary
1,382
Critical
291

Contribution mix

Methods-led
30,427
Reviews
10,697
Empirical
9,347
Position pieces
2,528
Theoretical
445

Tone counts: 50,556 positive · 1,330 neutral · 1,558 negative.

Common problems researchers identify
4,882 papers · 9.1% of this field
  • Cloud computing3,354 papers
  • Big data372 papers
  • Cloud computing security363 papers
  • Computer security318 papers
  • Scalability300 papers
  • Software deployment275 papers
  • Digital transformation265 papers
  • Internet of Things251 papers

Landmark: Edge Computing: Vision and Challenges

Cautions
1,382 papers · 2.6% of this field
  • Cloud computing824 papers
  • Aerosol94 papers
  • Scalability88 papers
  • Big data77 papers
  • Satellite76 papers
  • Software deployment61 papers
  • Cloud computing security58 papers
  • Digital transformation57 papers

Landmark: Above the Clouds: A Berkeley View of Cloud Computing

Opportunities
34,214 papers · 64.0% of this field
  • Cloud computing20,930 papers
  • Scalability4,293 papers
  • Point cloud2,452 papers
  • Software deployment2,051 papers
  • Encryption1,611 papers
  • Scheduling1,555 papers
  • Internet of Things1,544 papers
  • Enhanced Data Rates for GSM Evolution1,535 papers

Landmark: MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms

Leading institutions

Google
55,049
King Abdulaziz University
49,779
Temple University
44,860
Tokyo Metropolitan University
39,745
University of California, Berkeley
37,457
Microsoft
32,602

Leading researchers

Sudhir Kumar
39,741
Glen Stecher
39,741
Koichiro Tamura
39,741
Michael Li
37,942
Christina Knyaz
37,942
Rajkumar Buyya
22,621
Stephen E. Fick
15,995
Robert J. Hijmans
15,995

Highly cited breakthrough-labelled papers

  • MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms37,942 citations
  • WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas15,995 citations
  • Google Earth Engine: Planetary-scale geospatial analysis for everyone13,362 citations
  • Caffe11,150 citations
  • SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size5,918 citations

Common problems researchers identify

4,040 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Cloud Computing / ScalabilityCommon problems researchers identify · 01

Cloud Computing / Scalability

1,225 papers

30.3% of this theme group

Cloud computing (1,194) · Scalability (126) · Operating system (113) · Distributed computing (68)

Cloud Computing: Issues and Challenges

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches

View research history
YearShare index
20221899.5
20231833.2
20241408.6
20251011.6
Virtualization / Big DataCommon problems researchers identify · 02

Virtualization / Big Data

805 papers

19.9% of this theme group

Virtualization (56) · Big data (90) · Software deployment (66) · Cloud computing (214)

Comprehensive Survey on AI-Enhanced Software Systems: From Misinformation Detection to Distributed Infrastructure Optimization

Explainable AI and Multi-Agent Systems for Energy Management in IoT-Edge Environments: A State of the Art Review

View research history
YearShare index
2022585.5
2023537.2
2024368.8
2025546.0
Cloud Computing Security / Computer SecurityCommon problems researchers identify · 03

Cloud Computing Security / Computer Security

802 papers

19.9% of this theme group

Cloud computing security (274) · Computer security (261) · Cloud computing (689) · Data security (59)

An analysis of security issues for cloud computing

Cloud computing security threats and responses

View research history
YearShare index
20221627.0
20231670.1
20241310.2
2025748.5
Digital Transformation / Digital EconomyCommon problems researchers identify · 04

Digital Transformation / Digital Economy

452 papers

11.2% of this theme group

Digital transformation (209) · Digital economy (73) · Cloud computing (257) · Business model (29)

Digital Transformation and Economic Development: Opportunities and Emerging Challenges

Digital Transformation in Business: Opportunities and Challenges

View research history
YearShare index
2022137.2
2023145.6
2024134.7
2025213.5
Internet Of Things / Cloud ComputingCommon problems researchers identify · 05

Internet Of Things / Cloud Computing

275 papers

6.8% of this theme group

Internet of Things (177) · Cloud computing (184) · Big data (46) · Smart city (21)

IoT and Cloud Computing Issues, Challenges and Opportunities: A Review

IoT–Cloud Integration Security: A Survey of Challenges, Solutions, and Directions

View research history
YearShare index
20221384.7
20231438.2
20241559.6
20251454.1
Aerosol / Atmospheric SciencesCommon problems researchers identify · 06

Aerosol / Atmospheric Sciences

261 papers

6.5% of this theme group

Aerosol (49) · Atmospheric sciences (31) · Meteorology (24) · Radiative transfer (22)

Improving our fundamental understanding of the role of aerosol−cloud interactions in the climate system

Confronting the Challenge of Modeling Cloud and Precipitation Microphysics

View research history
YearShare index
2022135.1
2023146.3
202499.6
202560.2
Enhanced Data Rates For Gsm Evolution / Edge ComputingCommon problems researchers identify · 07

Enhanced Data Rates For Gsm Evolution / Edge Computing

220 papers

5.4% of this theme group

Enhanced Data Rates for GSM Evolution (132) · Edge computing (143) · Edge device (63) · Cloud computing (165)

Edge Computing: Vision and Challenges

Edge-Computing Architectures for Internet of Things Applications: A Survey

View research history
YearShare index
2022342.6
2023351.2
2024293.4
2025356.5

Cautions

1,133 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Cloud Computing / Operating SystemCautions · 01

Cloud Computing / Operating System

248 papers

21.9% of this theme group

Cloud computing (216) · Operating system (48) · Distributed computing (20) · Virtual machine (15)

Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing

On the Use of Cloud Computing for Scientific Workflows

View research history
YearShare index
20221834.6
20231749.5
20241329.7
2025652.5
Satellite / Radiative TransferCautions · 02

Satellite / Radiative Transfer

184 papers

16.2% of this theme group

Satellite (43) · Radiative transfer (29) · Cloud computing (114) · Remote sensing (18)

Classifying clouds around the globe with the CloudSat radar: 1‐year of results

Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific

View research history
YearShare index
2022239.0
2023259.3
2024185.3
2025126.0
Cloud Computing Security / EncryptionCautions · 03

Cloud Computing Security / Encryption

171 papers

15.1% of this theme group

Cloud computing security (42) · Encryption (32) · Cloud computing (121) · Computer security (33)

Secure cloud computing: Benefits, risks and controls

A survey of risks, threats and vulnerabilities in cloud computing

View research history
YearShare index
20221739.2
20231788.8
20241394.5
20251001.1
Climate Model / AerosolCautions · 04

Climate Model / Aerosol

146 papers

12.9% of this theme group

Climate model (31) · Aerosol (52) · Atmospheric sciences (43) · Climatology (25)

Aerosol Effects on Climate via Mixed-Phase and Ice Clouds

Challenges in global climate models to represent cloud response to aerosols: insights from volcanic eruptions

View research history
YearShare index
202257.3
202371.2
202441.9
202533.0
Digital Transformation / Cloud ComputingCautions · 05

Digital Transformation / Cloud Computing

141 papers

12.4% of this theme group

Digital transformation (45) · Cloud computing (84) · Digital economy (14) · Audit (12)

The impact of cloud computing technology on cloud accounting adoption and financial management of businesses

The Impact of Digital Technology on Enterprise Operational Performance

View research history
YearShare index
2022145.9
2023154.8
2024145.9
2025244.0
Big Data / Internet Of ThingsCautions · 06

Big Data / Internet Of Things

134 papers

11.8% of this theme group

Big data (28) · Internet of Things (24) · Analytics (15) · Sustainability (13)

Artificial Intelligence and Cloud-Based Accounting Information Systems: Enhancing Financial Reporting Reliability and Cybersecurity in the D

OPTIMIZING AI-DRIVEN IOT ECOSYSTEMS: ADVANCING SUSTAINABILITY, ENERGY EFFICIENCY, AND SECURITY

View research history
YearShare index
20221434.6
20231485.2
20241599.1
20251513.4
Enhanced Data Rates For Gsm Evolution / Edge ComputingCautions · 07

Enhanced Data Rates For Gsm Evolution / Edge Computing

109 papers

9.6% of this theme group

Enhanced Data Rates for GSM Evolution (31) · Edge computing (16) · Edge device (14) · Latency (12)

Characterizing Container Performance in Edge Computing

The Rise of Edge Computing: Driving Efficiency and Experience in Distributed Networks

View research history
YearShare index
2022342.6
2023351.2
2024293.4
2025356.5

Opportunities

29,038 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Cloud Computing / SchedulingOpportunities · 01

Cloud Computing / Scheduling

1,730 papers

28.8% of this theme group

Cloud computing (1,648) · Scheduling (189) · Distributed computing (144) · Scalability (278)

AI-DRIVEN CLOUD COMPUTING: MACHINE LEARNING MODELS FOR DYNAMIC RESOURCE ALLOCATION, TASK SCHEDULING, AND PERFORMANCE OPTIMIZATION

Integrating Artificial Intelligence with Cloud Platforms to Optimize Performance, Scalability, and Reliability in Distributed Computing Syst

View research history
YearShare index
2022772.5
2023764.3
2024487.4
2025573.4
Scalability / Software DeploymentOpportunities · 02

Scalability / Software Deployment

1,153 papers

19.2% of this theme group

Scalability (175) · Software deployment (94) · Virtualization (54) · Big data (70)

MAIS: Multi-Model Adaptive Inference Scheduling for Web-Based Intelligent Service Platforms

PLANAR: A Machine Learning Based Approach for Robust Network Resource Placement and Routing

View research history
YearShare index
2022546.4
2023537.2
2024364.8
2025726.1
Encryption / Cloud ComputingOpportunities · 03

Encryption / Cloud Computing

975 papers

16.2% of this theme group

Encryption (242) · Cloud computing (744) · Computer security (155) · Cryptography (91)

A Secure and Intelligent Data Transfer System for Cloud Environments using Hybrid Cryptography and Deep Learning-based Intrusion Detection

MULTI-LAYERED AUTHENTICATION AND ENCRYPTION FOR CLOUD SAFETY

View research history
YearShare index
20221710.4
20231755.4
20241369.5
2025985.1
Internet Of Things / Cloud ComputingOpportunities · 04

Internet Of Things / Cloud Computing

618 papers

10.3% of this theme group

Internet of Things (236) · Cloud computing (385) · Microcontroller (46) · Precision agriculture (34)

Application of Internet of Things (IoT) in Sustainable Supply Chain Management

Intelligent IoT: Leveraging Data Analysis, Computer Vision, and Machine Learning for Smart Systems

View research history
YearShare index
20221270.2
20231334.7
20241480.4
20251346.4
Satellite / Radiative TransferOpportunities · 05

Satellite / Radiative Transfer

587 papers

9.8% of this theme group

Satellite (81) · Radiative transfer (44) · Aerosol (42) · Cloud computing (341)

Capturing Aerosol‐Cloud‐Precipitation Interactions: A Physics‐Informed Sparse Regression Approach for a Coupled Multiscale System With Time

Estimating cloud condensation nuclei from aerosol optical properties across diverse environments: observations, models, and prediction appro

View research history
YearShare index
202289.0
202399.2
202472.7
202570.8
Enhanced Data Rates For Gsm Evolution / Edge ComputingOpportunities · 06

Enhanced Data Rates For Gsm Evolution / Edge Computing

474 papers

7.9% of this theme group

Enhanced Data Rates for GSM Evolution (259) · Edge computing (221) · Edge device (100) · Mobile edge computing (53)

EdgeCloudSim: An environment for performance evaluation of edge computing systems

Secure Data Sharing and Searching at the Edge of Cloud-Assisted Internet of Things

View research history
YearShare index
2022342.6
2023351.2
2024293.4
2025356.5
Point Cloud / SegmentationOpportunities · 07

Point Cloud / Segmentation

463 papers

7.7% of this theme group

Point cloud (425) · Segmentation (72) · Lidar (66) · Cloud computing (218)

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Transforming Point Clouds: A Hybrid Approach for 3D Object Recognition

View research history
YearShare index
2022357.2
2023398.8
2024289.0
2025333.9

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Breakthrough39.1%26.2%
Promising24.9%36.9%
Descriptive21.4%17.8%
Problem-identifying8.6%9.4%
Comparative2.8%4.1%
Cautionary2.6%4.8%
Critical0.5%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceSecurity and Privacy Challenges in Cloud Computing Environments1,9614.88%409 (20.9%)4.88%
Energy & datacenter footprintHarnessing Green IT: Principles and Practices6001.49%93 (15.5%)1.49%
Carbon & emissions of computeMeasuring the Carbon Intensity of AI in Cloud Instances570.14%8 (14.0%)0.14%
Safety & misuseLocal AI Governance: Addressing Model Safety and Policy Challenges Posed by Decentralized AI490.12%9 (18.4%)0.12%
Bias & fairnessThe CALIPSO Lidar Cloud and Aerosol Discrimination: Version 2 Algorithm and Initial Assessment of Performance300.07%5 (16.7%)0.07%
Concentration of compute powerGeopolitical ecologies of cloud capitalism: Territorial restructuring and the making of national computing power in the 250.06%12 (48.0%)0.06%
Hardware, e-waste & supply chainDigital Detox: Reducing E-Waste Through Sustainable Technology Practices180.04%4 (22.2%)0.04%
Labour & data workThe Ethical and Human-Centric Integration of AI, Robotics, and Cloud Computing in the Future of Work130.03%8 (61.5%)0.03%
Water useAI-Optimized Cooling in Cloud Data Centers: A Feasibility Analysis; Environmental Strategies of the Cloud Computing Indu110.03%3 (27.3%)0.03%

Research orientation and citation rankings describe the covered collection. Its recorded publication dates do not support an overall publication-volume trend.

Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — China

Compare demand signals in China’s newsflow with the enterprise infrastructure categories mapped to each signal.

Expand panel +
HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-05-01 to 2026-05-01Against 2024-05-01 to 2025-05-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

5 China demand signals compared with mapped enterprise infrastructure supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Security incidents & breaches ↗Risk Pressure75.033.3+41.7-21.0%
Data & privacy regulation ↗Compliance Pressure0.00.0+0.0-64.2%
Cloud & platform build-out ↗Infrastructure Shift62.566.7-4.2-9.6%
Open-source momentum ↗Ecosystem Signal37.5100.0-62.5-33.2%
Tech workforce shifts ↗Spending Pressure75.0—No matching category—-28.5%

Showing all 5 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. China is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage.

Meta714.9

Cloud & platform build-out · Open-source momentum · Tech workforce shifts

Chungcheongbuk-Do148.9

Tech workforce shifts · Open-source momentum · Cloud & platform build-out

Beijing91.4

Tech workforce shifts · Security incidents & breaches · Open-source momentum

Guangdong Province62.8

Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out

Shanghai58.9

Tech workforce shifts · Open-source momentum · Cloud & platform build-out

Tokyo49.8

Security incidents & breaches · Cloud & platform build-out · Open-source momentum

Tianjin41.3

Data & privacy regulation · Open-source momentum · Tech workforce shifts

Hong Kong36.0

Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out

Seoul26.0

Tech workforce shifts · Cloud & platform build-out

Hubei22.2

Security incidents & breaches · Cloud & platform build-out · Tech workforce shifts

Guangdong20.0

Tech workforce shifts · Cloud & platform build-out · Data & privacy regulation

Fujian14.4

Tech workforce shifts

Inside the leading signals

Open any signal for its quarterly history
RISK PRESSURESecurity incidents & breaches+41.7percentile-point gap
THE OPERATING HYPOTHESIS

Breach pressure can push security into every buying decision.

7.14mentions per 10,000 articles-21.0%share change vs prior year

Mapped enterprise infrastructure categories

  • Identity Access Management165
  • Data Security131
  • Network Security114
  • Biometric Access Control110

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of China coverage

Mentions per 10,000 articles · zero baseline

04812152024Q3: 132024Q32024Q4: 92024Q42025Q1: 72025Q12025Q2: 72025Q22025Q3: 82025Q32025Q4: 92025Q42026Q1: 112026Q1
View quarterly signal counts
Security incidents & breaches in China coverage
QuarterMentionsPer 10,000 articles
2024Q38513.37
2024Q4639.18
2025Q1717.05
2025Q2517.79
2025Q31508.36
2025Q4779.8
2026Q17311.84

Where this signal concentrates in the comparison geography

Beijing27.7 / 10,000
COMPLIANCE PRESSUREData & privacy regulation+0.0percentile-point gap
THE OPERATING HYPOTHESIS

Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.

4.53mentions per 10,000 articles-64.2%share change vs prior year

Mapped enterprise infrastructure categories

  • Identity Access Management165
  • Data Security131
  • Network Security114

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of China coverage

Mentions per 10,000 articles · zero baseline

071421282024Q3: 92024Q32024Q4: 52024Q42025Q1: 242025Q12025Q2: 82025Q22025Q3: 32025Q32025Q4: 42025Q42026Q1: 92026Q1
View quarterly signal counts
Data & privacy regulation in China coverage
QuarterMentionsPer 10,000 articles
2024Q3589.12
2024Q4405.83
2025Q124424.24
2025Q2578.71
2025Q3683.79
2025Q4334.2
2026Q1619.89

Where this signal concentrates in the comparison geography

INFRASTRUCTURE SHIFTCloud & platform build-out-4.2percentile-point gap
THE OPERATING HYPOTHESIS

Cloud and platform build-out can multiply the pipelines and environments a team must manage.

5.63mentions per 10,000 articles-9.6%share change vs prior year

Mapped enterprise infrastructure categories

  • Saas593

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of China coverage

Mentions per 10,000 articles · zero baseline

0358102024Q3: 72024Q32024Q4: 42024Q42025Q1: 82025Q12025Q2: 52025Q22025Q3: 62025Q32025Q4: 62025Q42026Q1: 92026Q1
View quarterly signal counts
Cloud & platform build-out in China coverage
QuarterMentionsPer 10,000 articles
2024Q3457.08
2024Q4294.23
2025Q1818.05
2025Q2375.65
2025Q31226.8
2025Q4546.87
2026Q1569.08

Where this signal concentrates in the comparison geography

Meta271.5 / 10,000
ECOSYSTEM SIGNALOpen-source momentum-62.5percentile-point gap
THE OPERATING HYPOTHESIS

Open-source momentum can seed the commercial layer around the projects teams adopt.

6.22mentions per 10,000 articles-33.2%share change vs prior year

Mapped enterprise infrastructure categories

  • Enterprise Software945
  • Deep Tech147

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of China coverage

Mentions per 10,000 articles · zero baseline

051116212024Q3: 52024Q32024Q4: 22024Q42025Q1: 182025Q12025Q2: 62025Q22025Q3: 52025Q32025Q4: 52025Q42026Q1: 162026Q1
View quarterly signal counts
Open-source momentum in China coverage
QuarterMentionsPer 10,000 articles
2024Q3325.03
2024Q4202.91
2025Q118718.58
2025Q2446.72
2025Q31055.85
2025Q4455.73
2026Q19916.06

Where this signal concentrates in the comparison geography

Meta244.3 / 10,000
Beijing15.0 / 10,000
SPENDING PRESSURETech workforce shifts—supply not mapped
THE OPERATING HYPOTHESIS

Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.

10.94mentions per 10,000 articles-28.5%share change vs prior year

Mapped enterprise infrastructure categories

This signal has no matching category in the page’s enterprise infrastructure market map, so no supply percentile or gap is assigned.

Quarterly share of China coverage

Mentions per 10,000 articles · zero baseline

061219252024Q3: 212024Q32024Q4: 182024Q42025Q1: 92025Q12025Q2: 162025Q22025Q3: 142025Q32025Q4: 122025Q42026Q1: 142026Q1
View quarterly signal counts
Tech workforce shifts in China coverage
QuarterMentionsPer 10,000 articles
2024Q313721.55
2024Q412818.65
2025Q1989.74
2025Q211116.95
2025Q325314.1
2025Q49812.47
2026Q18914.43

Where this signal concentrates in the comparison geography

Meta117.6 / 10,000
Beijing28.8 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

China enterprise infrastructure coverage

Expand panel +
RESEARCH CONTEXT · 2023

Hazard assessment modeling and software development of earthquake-triggered landslides in the Sichuan–Yunnan area, China

Geoscientific model development

9 citations in the snapshot

What is growing in this coverage

China coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
cloud infrastructure8159-17.6%
ai frameworks8486-41.4%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Enterprise Infrastructure in China: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put China in context

All landscapes ↗

Company ecosystem snapshot: 7 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon