Industry landscapes
Industry report

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 SOUTH KOREA EDITION 2026

South Korea’s
enterprise infrastructure industry,
in focus.

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

Snapshot: Funding in USD
Illustrated cover for Enterprise Infrastructure Industry Landscape of South Korea
KR
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Enterprise Infrastructure illustration
MEET THE COMPANIES

Explore South Korea’s enterprise infrastructure leaders

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

Expand panel +
Enterprise Infrastructure company highlights in South Korea, snapshot 2 September 2026
Company
Kakao Enterprisekakaoenterprise.com$100.4M685
Orchestraokestro.com$100.22M260
Dnotitiadnotitia.com$76.26M
NEUROPHETneurophet.com$45.93M101Financial figure available in RadarView in Radar
QueryPiequerypie.com$45.72M42
RLWRLDrlwrld.ai$42.25M
ProtoPieprotopie.io$39.8M1 roles74
NITGENnitgen.com$38M
Aim Intelligenceaim-intelligence.com1 roles
gtplusgtplus.co.kr1 roles72
42Maru42maru.ai71
Creatorlinkcreatorlink.net20
Dream Securitydreamsecurity.com209Financial figure available in RadarView in Radar
ESTsecurityestsecurity.com
FESCAROfescaro.com58
I\'m Webimweb.me59
Infoplainfofla.modoo.at6
Logpressologpresso.com40
MkLabstaruml.io
NAVER CLOUD PLATFORMncloud.com
Samsung Knoxsamsungknox.com
SigninIDsigninid.com
SmartLogsmlog.co.kr
Tobesofttobesoft.com200Financial 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 South Korea

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

2 September 2026
Hiring participation0.7%

3 of 456 tracked companies have open roles.

Funding participation13.4%

61 of 456 tracked companies have a recorded round.

Top 3 funding share41.1%

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

Median disclosed round$5.1M

Midpoint of 54 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 41.1% of disclosed capital, while 86.6% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How South Korea 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

South Korea enterprise infrastructure
$0$41.08M$82.17M$123.25M$164.33M2016: $7.8M20162017: $9.79M20172018: $30.34M20182019: $11.1M20192020: $35.17M20202021: $144.15M20212022: $38.26M20222023: $108.11M20232024: $67.78M20242025: $48.25M2025
View the numbers
Annual enterprise infrastructure funding and company formation in South Korea
YearFunding (USD)FoundedRaising
2016$7.8M284
2017$9.79M315
2018$30.34M367
2019$11.1M302
2020$35.17M228
2021$144.15M174
2022$38.26M135
2023$108.11M72
2024$67.78M86
2025$48.25M44
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Kakao Enterprise14.9%
  • Orchestra14.9%
  • Dnotitia11.3%
  • Other companies58.9%

Funding by stage

91 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel39 42.9%
Series A–B43 47.3%
Series C+ / PE2 2.2%
Grants, debt & other7 7.7%

Recent recorded rounds

Latest recorded rounds · USD
5 rounds

Swipe or scroll horizontally to browse.

Series A04/2026
Dnotitia $61.2M

Backed by Kiwoom Securities and Shinhan Venture Investment and others.

Post IPO04/2026
NEUROPHET $21.54M

Backed by GVA and Fine Value Asset Management and others.

Series A04/2026
Aim Intelligence $7M

Backed by Samsung Venture Investment and Mirae Asset and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

No reviewed exact national-ID connector has yet been qualified for South Korea; this is a checked implementation boundary, not evidence that filings are absent.; No reviewed exact national-ID connector has yet been qualified for South Korea; this is a checked implementation boundary, not evidence that filings are absent.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

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

Most-installed apps

95 of these companies (20.8%) publish at least one Android app — 380 apps in all, carrying 2.6B installs between them.

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 (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Cybersecurity1782.5BSeparated Apps 2.3B
It Operations352.3BSamsung Knox Manage 1.5M
Network Security14102.5MV3 Mobile Plus 86.4M
Application Development Tools17944.9MCAT ALONE - Cat Toy 12.8M
Enterprise Collaboration4632MPlugin:AOT v23 25.2M
Enterprise Video2231MPlugin:LG v1.0 3.4M
Image Recognition249.6M(구)시티즌코난 - 피싱아이즈 폴리스,보이스피싱,스미싱 6.9M
Regtech189.1MiFING Scanner 1.4M

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: 42023Q2: 22023Q22023Q3: 62023Q3: 92023Q32023Q4: 102023Q4: 52023Q42024Q1: 32024Q1: 42024Q12024Q2: 92024Q2: 72024Q22024Q3: 192024Q3: 272024Q32024Q4: 82024Q4: 132024Q42025Q1: 102025Q1: 72025Q12025Q2: 132025Q2: 82025Q22025Q3: 142025Q3: 362025Q32025Q4: 132025Q4: 702025Q42026Q1: 62026Q1: 542026Q1

Darker bars are new releases, lighter bars apps updated. 249 of 380 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The South Korea 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 tech322
Enterprise software257
Saas141
Identity access management56
Deep tech45
Consumer digital43
Data security39
Biometric authentication37
Biometric access control35
Native ai in software development34
Artificial intelligence34
Facial recognition software33

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

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

322companies
0.6%have hiring activity

2 companies hiring · $664.99M disclosed funding

Explore in Radar

How companies make money

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

Subscription371
Fee-for-service51
E-commerce - service25
E-commerce - product24
Advertising21
Physical commerce18
Commission on transaction16
Licensing4
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
Mergers & acquisitionscitech.kr ↗

The AUD $7.7 million acquisition adds state‑of‑the‑art fabrication facilities to CiTech's operations.

IPO activityfescaro.com ↗

South Korean mobility software solutions provider Fescaro has made a successful debut on the Kosdaq market through the technology special listing track, accelerating its expansion in the global automotive cybersecurity market.

Funding roundslogpresso.com ↗

Logpresso, a leading cloud-native SIEM provider, announced that it has raised KRW 16 billion (approx. USD 12 million) in Series B funding to push for its transition to an AI-driven security agent model.

Funding roundsaim-intelligence.com ↗

Korea’s AIM Intelligence raised a Pre-Series A funding round to advance generative AI security infrastructure and accelerate global expansion with key industry partners.

Funding roundsdreamsecurity.com ↗

Dream Security—also known as Dream AI—has secured a massive $100 million Series B funding round, propelling its valuation to a staggering $1.1 billion, hitting the coveted unicorn status.

Funding roundswebaresoft.com ↗

Webaresoft, a Korean startup, secured funding to enhance its Rust-based API management solution, OSORI APIM, expand globally, and develop AI-powered integration platforms.

Funding rounds42maru.ai ↗

LG Uplus Corp. announced on Sunday that it has invested 10 billion won ($7.6 million) in 42Maru, a domestic language AI startup.

Leadership movesokestro.com ↗

Christian Vollerslev and Louis-Philippe Cavallo as COO and CFO, respectively.

Leadership movesneurophet.com ↗

Neurophet (Co-CEOs Jake Junkil Been and Donghyeon Kim), an artificial intelligence (AI) solution company for brain disorders diagnosis and treatment, announced on 2nd that it has appointed Josh Cohen, a veteran executive from leading global medical device companies, as new Head of Americas Business.

Full recorded event mix

Top 8 categories among 48 recorded events in the 24-month window.

Leadership moves
17
Funding rounds
10
Contracts
7
Company announcements
6
Mergers & acquisitions
3
IPO activity
2
New products
2
Capital infusions
1
4 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

2 companies with recorded IPO activity

FESCARO ↗

IPO · Kosdaq1 reports

NEUROPHET ↗

IPO1 reports

Leadership moves

8 tracked people moves

Orchestra ↗
Christian Vollerslev

Appointment COO

Orchestra ↗
Josh Isay

Appointment Partner

Orchestra ↗
Louis-Philippe Cavallo

Appointment CFO

NEUROPHET ↗
Josh Cohen

Appointment Head of Americas Business

Product launches

Products, platforms and features in the recorded window

Infopla ↗
B2C Consumer AI Service

AI service

Infopla ↗
Selto

AI agent

Contract wins

5 recorded customer wins

NEUROPHET ↗

Customer: Modawina Medical Equipment TradingMedTech

naver cloud ↗

Customer: Saudi Arabia’s National Housing Company (NHC)

Orchestra ↗

Customer:

Suprema ↗

Customer: Neom HospitalSecurity

Suprema ↗

Customer: EthiopiaSecurity

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
Citech CompanyNaAnnounced2026-01-22Not stated in snapshot
Citech CompanyWestern Australian precision acturing companyAnnounced2025-10-22Not stated in snapshot
libertyPenta Security ↗Announced2025-01-21Not stated in snapshot
sharesiesOrchestra ↗Announced2024-04-12Not stated in snapshot
zhone technologiesDASAN Network Solutions ↗Announced2022-08-17Not stated in snapshot
OrchestraToys ‘R .UsRumored2018-09-27Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

Recorded hiring and workforce signals from the available source snapshot.

Expand panel +

Most advertised job titles

No repeated job title is supported by this snapshot.

0 internship postings

0 tracked postings mention remote work.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

189 founders and chief executives across 166 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

8 profiles with education records.

Seoul National University
4
University of Cambridge
1
University of Chicago
1
University of California (Berkeley)
1
Yonsei University
1

Prior employers

2 profiles with prior-work records.

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

NEWS INTELLIGENCE

How this industry appears in the news

287,623 articles in the measured 12-month window.

Expand panel +
287,623articles in the measured year
51,492articles in 2026Q1
34.7%positive tone in the latest complete year

News volume trends

Enterprise Infrastructure coverage across South Korea · articles per complete quarter

039,92379,846119,769159,6922021Q2: 32,4382021Q22021Q3: 36,2392021Q4: 32,6812022Q1: 39,4072022Q2: 37,0552022Q22022Q3: 39,3122022Q4: 56,8552023Q1: 52,4712023Q2: 51,5912023Q22023Q3: 56,6692023Q4: 46,3762024Q1: 54,5692024Q2: 59,1032024Q22024Q3: 60,0022024Q4: 73,2202025Q1: 84,4092025Q2: 55,4352025Q22025Q3: 138,8632025Q4: 46,0402026Q1: 51,4922026Q1
View quarterly article counts
QuarterArticles
2021Q232,438
2021Q336,239
2021Q432,681
2022Q139,407
2022Q237,055
2022Q339,312
2022Q456,855
2023Q152,471
2023Q251,591
2023Q356,669
2023Q446,376
2024Q154,569
2024Q259,103
2024Q360,002
2024Q473,220
2025Q184,409
2025Q255,435
2025Q3138,863
2025Q446,040
2026Q151,492

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
52,930 positive · 30,919 neutral · 25,031 negative
2022
80,321 positive · 48,810 neutral · 43,328 negative
2023
100,779 positive · 60,897 neutral · 45,291 negative
2024
100,736 positive · 95,690 neutral · 50,291 negative
2025
112,749 positive · 151,494 neutral · 60,341 negative

Leading coverage topics

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

International And Transnational Geographic Entities299,922 articles in the full recorded period
108,052 recent · 81,361 prior
Geopolitical Disputes And Contested Areas299,918 articles in the full recorded period
108,049 recent · 81,361 prior
Administrative And Political Subdivisions299,901 articles in the full recorded period
108,047 recent · 81,349 prior
International Political Relations23,840 articles in the full recorded period
5,633 recent · 5,669 prior
Security And Defense Policies18,364 articles in the full recorded period
4,191 recent · 4,616 prior
International Relations And Diplomacy16,256 articles in the full recorded period
3,207 recent · 3,772 prior
Trade Policies And Agreements12,705 articles in the full recorded period
6,614 recent · 3,870 prior
International Sports Competitions12,400 articles in the full recorded period
2,687 recent · 2,011 prior
Cryptocurrency Impact On Forex Markets9,761 articles in the full recorded period
3,395 recent · 1,543 prior
New Product Launches And Innovations6,849 articles in the full recorded period
1,973 recent · 1,467 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Enterprise Infrastructure coverage across South Korea

KeywordRecentPriorChange
countries4,1751,848126%
bilateral trade1,30486052%
trade facilitation commitments64745243%
summit diplomacy50328378%
stablecoin fx impact49793434%
tablet48027177%
study overseas449175157%
oil price volatility43266555%
bilateral trade terms42729744%
5g rollout40627150%
aircraft wreckage84670-87%
aircraft emergency procedures61549-89%
olympic team selections300506-41%
flight safety measures75492-85%
korean dmz clashes165384-57%

Event and signal lenses

Enterprise Infrastructure coverage across South Korea

All complete annual cohorts shown
Rising

Regulatory Risk

561,504 classified articles

territories, disputed islands, countries

15.7% critical · 10.7% positive
Rising

Funding Momentum

29,475 classified articles

flagship pricing, quarterfinals, world cup

41.4% critical · 45.5% positive
Rising

Growth

101,937 classified articles

gdp growth rate, gdp acceleration, economic output growth

33.5% critical · 47.9% positive

Enterprise Infrastructure coverage across South Korea. 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.

Scalable Cloud and Distributed SystemsCommon problems researchers identify · 01

Scalable Cloud and Distributed Systems

1,225 papers

30.3% of this theme group

Researchers discuss limits of cloud scalability, operating system design, and distributed computing coordination.

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
20221888.2
20231820.5
20241392.9
2025997.1
Virtualization and Big Data DeploymentCommon problems researchers identify · 02

Virtualization and Big Data Deployment

805 papers

19.9% of this theme group

Papers highlight challenges in virtualized environments, big‑data processing, and software deployment on cloud platforms.

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
2022587.2
2023539.4
2024377.9
2025550.1
Cloud Security and Data ProtectionCommon problems researchers identify · 03

Cloud Security and Data Protection

802 papers

19.9% of this theme group

Works examine threats, vulnerabilities, and protective measures for cloud‑based data and services.

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
20221615.7
20231661.1
20241296.3
2025737.1
Digital Transformation Business ImpactsCommon problems researchers identify · 04

Digital Transformation Business Impacts

452 papers

11.2% of this theme group

Studies explore how cloud adoption reshapes business models and economic development.

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
2022136.4
2023146.9
2024136.2
2025219.8
IoT‑Cloud Integration ChallengesCommon problems researchers identify · 05

IoT‑Cloud Integration Challenges

275 papers

6.8% of this theme group

Research identifies technical and security hurdles when linking IoT devices, big data, and cloud services.

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
20221386.9
20231437.9
20241561.4
20251468.6
Aerosol‑Cloud Interaction ModelingCommon problems researchers identify · 06

Aerosol‑Cloud Interaction Modeling

261 papers

6.5% of this theme group

Papers address difficulties in simulating aerosol effects on cloud formation and precipitation.

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
2022136.6
2023144.7
202498.2
202558.9
Edge Computing Performance LimitsCommon problems researchers identify · 07

Edge Computing Performance Limits

220 papers

5.4% of this theme group

Analyses focus on latency, device constraints, and integration of edge with cloud infrastructures.

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
2022341.3
2023347.8
2024290.4
2025353.1

Cautions

1,133 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Cloud Service Performance for ScienceCautions · 01

Cloud Service Performance for Science

248 papers

21.9% of this theme group

Cautionary studies assess cloud suitability for high‑throughput scientific workflows.

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
20221821.5
20231734.2
20241309.4
2025638.3
Remote Sensing Cloud Data RisksCautions · 02

Remote Sensing Cloud Data Risks

184 papers

16.2% of this theme group

Works warn about uncertainties in satellite‑derived cloud and aerosol measurements.

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
2022237.0
2023255.8
2024184.8
2025122.9
Encryption and Cloud ThreatsCautions · 03

Encryption and Cloud Threats

171 papers

15.1% of this theme group

Authors highlight gaps in encryption practices and emerging cloud security vulnerabilities.

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
20221728.2
20231777.4
20241382.1
2025987.7
Climate Model Aerosol RepresentationCautions · 04

Climate Model Aerosol Representation

146 papers

12.9% of this theme group

Research points out challenges in modeling aerosol impacts on clouds within climate simulations.

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
202258.6
202370.2
202442.0
202532.4
Digital Economy Audit ConcernsCautions · 05

Digital Economy Audit Concerns

141 papers

12.4% of this theme group

Studies caution about financial reporting and audit complexities introduced by cloud‑based digital transformation.

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
2022145.1
2023156.6
2024148.6
2025251.7
IoT Big Data Sustainability RisksCautions · 06

IoT Big Data Sustainability Risks

134 papers

11.8% of this theme group

Papers discuss sustainability, energy, and security trade‑offs in large‑scale IoT analytics.

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
20221436.3
20231484.9
20241600.3
20251526.8
Edge Latency and Container LimitsCautions · 07

Edge Latency and Container Limits

109 papers

9.6% of this theme group

Analyses reveal latency bottlenecks and container performance issues in edge computing.

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
2022341.3
2023347.8
2024290.4
2025353.1

Opportunities

29,038 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Intelligent Cloud SchedulingOpportunities · 01

Intelligent Cloud Scheduling

1,730 papers

28.8% of this theme group

Opportunities focus on machine‑learning driven resource allocation and task scheduling for scalable cloud systems.

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
2022767.3
2023763.6
2024486.5
2025567.3
Scalable Virtualized DeploymentOpportunities · 02

Scalable Virtualized Deployment

1,153 papers

19.2% of this theme group

Research proposes novel methods for deploying software at scale using virtualization and big‑data techniques.

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
2022549.1
2023543.7
2024374.3
2025727.5
Advanced Cloud CryptographyOpportunities · 03

Advanced Cloud Cryptography

975 papers

16.2% of this theme group

Works explore hybrid encryption and multi‑layered authentication to strengthen cloud data security.

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
20221699.2
20231743.9
20241356.8
2025971.8
IoT‑Cloud Precision AgricultureOpportunities · 04

IoT‑Cloud Precision Agriculture

618 papers

10.3% of this theme group

Papers present IoT‑cloud solutions for microcontroller‑based monitoring and data‑driven farming practices.

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
20221273.2
20231335.9
20241478.8
20251358.7
Aerosol‑Cloud Interaction AnalyticsOpportunities · 05

Aerosol‑Cloud Interaction Analytics

587 papers

9.8% of this theme group

Studies develop data‑driven models to predict aerosol effects on cloud formation and precipitation.

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
202289.3
202398.1
202472.4
202569.6
Mobile Edge Computing PlatformsOpportunities · 06

Mobile Edge Computing Platforms

474 papers

7.9% of this theme group

Research introduces frameworks for secure, high‑performance edge computing tied to mobile networks.

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
2022341.3
2023347.8
2024290.4
2025353.1
Cloud‑Enabled 3D Point Cloud ProcessingOpportunities · 07

Cloud‑Enabled 3D Point Cloud Processing

463 papers

7.7% of this theme group

Works showcase cloud‑based pipelines for segmentation and classification of lidar point‑cloud data.

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
2022354.1
2023393.7
2024287.8
2025330.2

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%26.1%
Promising24.9%37.4%
Descriptive21.4%17.7%
Problem-identifying8.6%9.7%
Comparative2.8%3.9%
Cautionary2.6%4.4%
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.

GEOGRAPHIC FOOTPRINT

Where companies are based

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

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UNDERSTAND THE LANDSCAPE

Enterprise Infrastructure in South Korea: 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.

Company ecosystem snapshot: 2 September 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.

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