Radar · Industry landscape · the United Kingdom
Enterprise Infrastructure Landscape of the United Kingdom
3,891 Enterprise Infrastructure companies in the United Kingdom, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.
3,891companies tracked
$18Bdisclosed funding
95hiring right now
2,150events · 24 months
90,530news articles · 12 months
Who leads Enterprise Infrastructure in the United Kingdom
Shows the top 3,891 UK enterprise‑infrastructure firms, highlighting hiring leaders, best‑funded firms, and the number currently hiring (95) and those that have disclosed funding (519).
open roles
Hiring now
ranked by live open roles
- 01
Mimecast10last posted Jul 2026
- 02
Darktrace8last posted Jul 2026
- 03
Elliptic7last posted Jul 2026
- 04
Sumsub7last posted Jul 2026
- 05
Blueoptima7last posted Aug 2026
- 06
Markley Group6last posted May 2026
- 07
Behavox6last posted May 2026
- 08
Quantexa5last posted Mar 2026
95 companies hiring · 13 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
Nscale$5.5BConventional Debt · May 2026
- 02
AtlasEdge$801.4MConventional Debt · Apr 2023
- 03
Graphcore Systems$767.4MSeries E · Dec 2020
- 04
- 05
TelecityGroup$313.4MGrant (prize money) · Mar 2015
- 06
Kao Data$304.3MConventional Debt · Jan 2024
- 07
Genesis Global$268MSeries C · Jul 2022
- 08
519 companies with disclosed rounds · $18B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
GBG$348.6Msnapshot Mar 2024
- 02
- 03
ComplyAdvantage$60.5Msnapshot Mar 2025
- 04
- 05
Creative ITC$38.1Msnapshot Dec 2023
- 06
iProov$36.2Msnapshot Dec 2024
- 07
- 08
Immersive Labs$25.7Msnapshot Dec 2024
30 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
de la rue2,042tracked employees
- 02
- 03
Kape850tracked employees
- 04
- 05
K3 Business Technology Group408tracked employees
- 06
Yoti318tracked employees
- 07
Surfshark300tracked employees
- 08
133 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
Microsoft76.7%4,582 tracked events
- 02
- 03
Sophos1.7%101 tracked events
- 04
- 05
Colt0.7%44 tracked events
- 06
Cloudsmith0.7%43 tracked events
- 07
Stability AI0.7%42 tracked events
- 08
Colt Data Center Services0.6%35 tracked events
5,975 tracked events across 164 companies
articles
In the news
Prism news coverage, last 12 months
- 01
- 02
- 03
- 04
Axios171articles in the window
- 05
- 06
Ubuntu92articles in the window
- 07
Tilda91articles in the window
- 08
171 of these companies drew sector coverage in the window
Radar
See all 3,891 Enterprise Infrastructure companies in the United Kingdom
Filter by funding, headcount, hiring and location, and export the list.
How the Enterprise Infrastructure ecosystem in the United Kingdom grew, 2016–2025
Displays the yearly count of companies founded from 2016 to 2025, with the highest number (282) in 2019 and 104 founded in 2025.
Companies founded / year
new Enterprise Infrastructure companies in the United Kingdom
20162025
peak 282 in 2019
Companies raising / year
with a disclosed round that year
20162025
peak 105 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $1.7B in 2025
Where Enterprise Infrastructure companies in the United Kingdom are based
Lists the cities where these firms are located, led by London with 1,460 companies, followed by Manchester, Edinburgh, Cambridge, and Bristol.
Hub 01
London
1,460 Enterprise Infrastructure companies
81% of the Enterprise Infrastructure companies across these hubs
1,460companies
$13.8Bdisclosed funding
56hiring now
Hub 02
Manchester
65 Enterprise Infrastructure companies
4% of the Enterprise Infrastructure companies across these hubs
65companies
$235.4Mdisclosed funding
4hiring now
Hub 03
Edinburgh
60 Enterprise Infrastructure companies
3% of the Enterprise Infrastructure companies across these hubs
60companies
$172.7Mdisclosed funding
Hub 04
Cambridge
60 Enterprise Infrastructure companies
3% of the Enterprise Infrastructure companies across these hubs
60companies
$472.6Mdisclosed funding
3hiring now
Hub 05
Bristol
45 Enterprise Infrastructure companies
3% of the Enterprise Infrastructure companies across these hubs
45companies
$207.9Mdisclosed funding
Hub 06
Leeds
38 Enterprise Infrastructure companies
2% of the Enterprise Infrastructure companies across these hubs
38companies
$131.3Mdisclosed funding
1hiring now
Hub 07
Reading
36 Enterprise Infrastructure companies
2% of the Enterprise Infrastructure companies across these hubs
36companies
$108.3Mdisclosed funding
Hub 08
Birmingham
32 Enterprise Infrastructure companies
2% of the Enterprise Infrastructure companies across these hubs
32companies
$10.8Mdisclosed funding
The Enterprise Infrastructure market map of the United Kingdom: what these companies actually do
Breaks down the main product sub‑categories and revenue models, noting the largest groups such as enterprise tech (3,097) and subscription models (2,953).
- Enterprise Tech3,097 companies · $17.6B raised · 90 hiring
- Enterprise Software2,354 companies · $13.9B raised · 70 hiring
- SaaS1,745 companies · $12.4B raised · 49 hiring
- Consumer Digital548 companies · $717.3M raised · 3 hiring
- Data Security366 companies · $961.2M raised · 9 hiring
- Fintech317 companies · $3.3B raised · 19 hiring
- Network Security252 companies · $195.9M raised · 2 hiring
- Identity Access Management251 companies · $936.9M raised · 4 hiring
- Deep Tech173 companies · $8.8B raised · 13 hiring
- Anti Fraud Management165 companies · $1.4B raised · 8 hiring
- Future of Work163 companies · $594.2M raised · 5 hiring
- Website Security159 companies · $50.6M raised
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.
Subscription2,953
Fee-For-Service706
E-Commerce - Service348
Advertising213
Commission on Transaction165
E-Commerce - Product97
Physical Commerce65
Licensing13
Funding, M&A and the deals moving Enterprise Infrastructure in the United Kingdom
Counts 2,150 corporate events over the past two years, including key‑person moves (575), contracts (250), earnings releases (246) and other announcements.
Leadership 575Contracts 250Earnings 246Announcement 214M&A 180Funding 166Product 127Assets 114Lawsuit 83Layoffs 82
- FundingCloudsmith Raises $72M Series C for AI-Era Software Supply Chain Security2026-04-23
- M&AMicrosoft reportedly explored acquiring AI coding startup Cursor before SpaceX secured the rights to acquire the company in a deal valued at $60 billion.2026-04-23
- M&ASynctera has acquired Cable, a financial automated control testing software specialist, in a tech M&A deal.2026-04-18
- FundingThe British Optalysys plans to raise more than $100 million in 2026.2026-04-17
- M&AConsultancy.com.au Accounting and advisory firm Count is continuing its run of acquisitions with the purchase of financial advisory and wealth management firm Oracle Group in a deal worth over $70 million.2026-04-09
- M&AAMBA announced it has acquired the affinity business and business process outsourcing operations of Amwins Group Benefits, LLC.2026-04-03
- M&AMitsubishi Electric Corp. announced it has agreed to wholly acquire the shares of Infinity Lifts Ltd.2026-04-02
- M&ABeringea, the transatlantic venture capital investor, has today announced the sale of its stake in AccessPay, the leading bank integration provider, as part of a majority investment by Accel-KKR.2026-03-31
- FundingTracebit has now raised a total of $25.0M in total equity funding and is backed by Accel, Cyber Club London, FirstMark, MMC Ventures, and Tapestry VC.2026-03-23
- FundingLaminar, a San Francisco, CA-based developer of an open-source observability platform for AI agents, raised $3m in seed funding.2026-03-18
Mergers and acquisitions
Deals from the last 24 months where a Enterprise Infrastructure company in the United Kingdom 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 |
|---|---|---|---|---|
| $69B | Pending | 2026-07-18 | ||
| $2B | Announced | 2026-05-12 | ||
| $60B | Terminated | 2026-04-23 | ||
| undisclosed | Completed | 2026-04-21 | ||
| undisclosed | — | 2026-04-18 | ||
| undisclosed | Announced | 2026-04-15 |
Who is listing, hiring leaders, launching and winning work
Provides details on specific events like IPO filings, leadership changes, product launches, and contract wins for companies in the sector.
IPO pipeline
4 companies listed or filing · last 24 months
Quantum BaseIPO · AIM · 2 reportsApr 2025
Leadership moves
169 tracked people moves · last 12 months
NapierCharlotte Bass · Appointment → head of PRMay 2026
NivoBruce Glover · Appointment → Account ExecutiveMay 2026
SurveilAndrew Raynor · Appointment → Regional Business Manager, United Kingdom and IrelandApr 2026
Product launches
tracked launches · last 12 months
SymphonicSymphonic NEXT (Program)Apr 2026
SectigoSectigo Partner Platform (SPP) (Multi‑tenant partner platform for CLM)Mar 2026
CytoraThe Warren Group property intelligence integration (Data Enrichment)Feb 2026
Oasis Loss Modelling FrameworkOasis Software as a Service Limited (Oasis SaaS) (Catastrophe modelling platform)Feb 2026
Culture AIglobal partner programme (Partner program)Feb 2026
Contract wins
105 customer wins · last 24 months
Workforce actions
4 companies cutting roles · last 24 months
Regulatory & litigation
81 regulatory events · 24 tracked suits · 24 months
- Elon Musk v Samuel Altman, openai, Greg Brockman, microsoftNonprofit status and investment dispute · OngoingMay 2026
- Elon Musk v openai, microsoftnon-profit status misrepresentation · OngoingApr 2026
Earnings pulse
companies reporting results · last 24 months
21 companies reporting316 company-quarters trackedbeat 140miss 6in line 1
Half of these companies grew revenue faster than +16.7%, half slower.
Who is building Enterprise Infrastructure in the United Kingdom
Profiles 1,700 founders and CEOs across 1,264 firms, showing common alma maters (e.g., Cambridge, Oxford) and prior employers such as Google and Microsoft.
Founders and chief executives12 of 1,700, from the best-funded companies on this page
Ex-Founder Arkon Energy, Battery Future Acquisition.
CEO AccessPay, ex-Technology Strategy Board, Co-founder Yuuguu. Manchester university 1993
Kao Data, ex-Macquarie, ex-Aribau Advisors, Harvard Business School, 2021
Ex-BRITech · Sheffield Hallam University BSc 1994
Ex-Devo, Forrester · Bowdoin College BA 1994, The Wharton School MBA 2000
Ex-Co-Founder Searchspace. UCL PhD
CEO-Entrust · Ex-GE Capital · Northern Illinois University BSc 1989 & MBA 1992
Ex-CEO-Quickbase, Mimecast, Veracode · Boston College BA 1992, Northwestern University - Kellogg School of Management MBA 1999
Ex-Zimmerman Adams, IZOLYATOR. University of Exeter MSc 2011
Where the founders studied
alma mater on record for 257 of 1,700 founders
University of Cambridge48
University of Oxford46
Imperial College London29
University College London19
University of Bristol18
University of Warwick17
INSEAD10
University of Manchester10
Where they worked before
a previous employer on record for 35 of 1,700 founders
Google9
Microsoft7
McKinsey4
Facebook4
Cisco3
Amazon3
Morgan Stanley2
Boston Consulting Group1
Founders flagged as repeat founders
of 1,418 founders with a profile on this page
13
carry a repeat-founder flag
- flagged as repeat founders13
- no repeat-founder flag1,405
Radar
Look up the people behind Enterprise Infrastructure companies in the United Kingdom
Search founders, executives and operators by company, role and location.
Who funds Enterprise Infrastructure in the United Kingdom
Summarizes 1,229 funding rounds since 2016 from 1,189 investors, with a typical round size of $2 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Europa | 45 | 1 | Dec 2023 |
| Y Combinator | 28 | 13 | Oct 2025 |
| Techstars | 23 | 12 | Dec 2024 |
| Amadeus Capital | 23 | 8 | Feb 2026 |
| Mercia | 20 | 13 | Oct 2025 |
| IQ Capital | 19 | 10 | May 2025 |
| CyLon | 17 | 7 | Aug 2021 |
| Accel | 15 | 9 | Mar 2026 |
| MMC Ventures | 15 | 8 | Mar 2026 |
| Notion | 15 | 6 | Nov 2025 |
Stage mix · rounds since 2016
Seed & Angel652
Series A–B358
Series C+ / PE78
Grants, debt & other141
The typical round is $2M — half were bigger, half smaller.
The biggest Enterprise Infrastructure funding rounds in the United Kingdom
Highlights the largest disclosed round—Nscale’s $2 billion Series C—and lists ten other large recent funding events.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Cmega-round | $2B | Mar 2026 | Aker ASA, 8090 Industries, Astra Capital Management +8 more | |
| Series Bmega-round | $1.1B | Sep 2025 | Aker ASA, Sandton Capital Partners, Blue Owl +9 more | |
| Series E | $222M | Dec 2020 | Ontario Teachers' Pension Plan, Baillie Gifford, Schroders +2 more | |
| Series D | $221.3M | Dec 2018 | Sofina, Microsoft, Atomico +12 more | |
| Series C | $200M | Feb 2022 | Tiger Global Management, Insight Partners, Google Ventures +4 more | |
| Series D | $177.8M | Sep 2022 | — | |
| Series F | $175M | Mar 2025 | Ontario Teachers' Pension Plan, British Patient Capital | |
| Series D | $160.7M | Feb 2020 | Mayfair, Baillie Gifford, Chrysalis | |
| Series A | $155M | Dec 2024 | Sandton Capital Partners, Kestrel0x1, Bluesky Capital +1 more | |
| Series D | $154.1M | Jul 2021 | Warburg Pincus, Dawn Capital, AlbionVC +5 more |
Venture round sizes · 2023–2025
<$1M79
$1–10M107
$10–50M44
$50–250M8
>$250M1
239 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series B$26MMay 2026
Seed$6.3MMay 2026
PEundisclosedMay 2026
Series BundisclosedMay 2026
SeedundisclosedApr 2026
What the news says about Enterprise Infrastructure in the United Kingdom
Counts 90,530 news articles in the last year, indicating the most covered topics like cryptocurrency effects on forex and new product launches.
News volume
Enterprise Infrastructure coverage across United Kingdom · articles per quarter
2021Q22026Q1
peak 31,595 in 2025Q1 · 90,530 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 78% → 78%, negative 21% → 20% across 2021–2025.
What the coverage is about
The subjects that dominate Enterprise Infrastructure news in United Kingdom. The arrow shows whether each one is being written about more or less than a year ago.
- Cryptocurrency impact on forex markets12,859▲+55%
- Strategic partnerships and collaborations9,372▲+16%
- New product launches and innovations8,907▲+21%
- Technology adoption and digital transformation8,209▲+19%
- Executive leadership changes and appointments5,070→+6%
- Professional league updates3,625→+4%
- Company expansions and new market entries3,414▲+58%
- Online payment gateway integration services3,241▼-19%
- Industry awards and recognition announcements3,058▼-10%
- Mergers and acquisitions activity updates2,471▲+15%
Most-covered companies · last 12 months
- 8,568
- 241
- 206
- 171
- 156
- 92
- 91
- 87
- 73
- 68
171 Enterprise Infrastructure companies here were named in the news over this period.
Prism
Watch Enterprise Infrastructure coverage in United Kingdom 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.
stablecoin fx impact+183%decentralized forex+62%cloud infrastructure+41%college playoffs+218%transport crash+67%android tablet+407%stock price+68%traffic disaster+43%tablet+419%fire tablet+547%
arm-based notebook-100%snapdragon notebook-100%qualcomm laptop-100%gaming hardware-98%global marketplace-40%
The pressures the press keeps returning to
Three recurring angles in United Kingdom Enterprise Infrastructure coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
132,239 articles touch this dimension · 41.5% critical tone
20212025
signals: payment system integration, next-gen banking platforms, digital banking innovations
Funding Momentum ▲ rising
36,117 articles touch this dimension · 38.6% critical tone
20212025
signals: flood resilience, highway funding, floodplain management
Growth ▲ rising
62,306 articles touch this dimension · 31.8% critical tone
20212025
signals: payment system integration, business partnership, charging corridor development
Enterprise Infrastructure jobs in the United Kingdom: who is hiring and what they ask for
Shows 89 job postings from 29 firms in the past year, with top required skills including Python, AWS, TypeScript, React, and Kubernetes.
89postings · last 12 months
239postings tracked overall
29employers advertising
Demand
The Skills Employers Ask For
What Enterprise Infrastructure employers in the United Kingdom 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.
- python23▲
- aws21▲
- typescript21▲
- react21▲
- kubernetes19▲
- terraform15▲
- gcp13▲
- transfer pricing13▼
- azure13▲
- javascript11▲
Most advertised titles
- 1
- 1
- 1
- 1
What Enterprise Infrastructure research is working on
Lists 53,444 academic papers on the field, divided into identified problems (4,882), cautions (1,382) and opportunities (34,214).
How this field talks about itself
Enterprise Infrastructure papers (gold) against all published research (grey)
Breakthrough39.1% · 26.2%1.5×
Promising24.9% · 37.0%0.7×
Descriptive21.4% · 17.7%1.2×
Problem-identifying8.6% · 9.7%≈ par
Comparative2.8% · 3.9%0.7×
Cautionary2.6% · 4.5%0.6×
Enterprise Infrastructure literature runs 1.5× more “breakthrough” than science at large (39.1% vs 26.2% baseline).
How the work is done
Methods-led56.9%
Reviews20.0%
Empirical17.5%
Position pieces4.7%
Theoretical0.8%
How the research reads
95% positive · 2% neutral · 3% negative, across 53,444 papers.
The institutions behind the field
- 55k
- 50k
- 45k
- 40k
- 37k
- 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 identify4,040 papers · 7 recurring themes
Problems · theme 01
Cloud Computing / Scalability
1,225 papers · 30.3% of this block
▼ -47% share2022→2025 share of research on this subject
Cloud computing · Scalability · Operating system · Distributed computing
“Cloud Computing: Issues and Challenges”
1225 of these papers raise it as a problem
Problems · theme 02
Virtualization / Big Data
805 papers · 19.9% of this block
▼ -7% share2022→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”
805 of these papers raise it as a problem
Problems · theme 03
Cloud Computing Security / Computer Security
802 papers · 19.9% of this block
▼ -54% share2022→2025 share of research on this subject
Cloud computing security · Computer security · Cloud computing · Data security
“An analysis of security issues for cloud computing”
802 of these papers raise it as a problem
Problems · theme 04
Digital Transformation / Digital Economy
452 papers · 11.2% of this block
▲ +56% share2022→2025 share of research on this subject
Digital transformation · Digital economy · Cloud computing · Business model
“Digital Transformation and Economic Development: Opportunities and Emerging Challenges”
452 of these papers raise it as a problem
Problems · theme 05
Internet Of Things / Cloud Computing
275 papers · 6.8% of this block
▲ +5% share2022→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”
275 of these papers raise it as a problem
Problems · theme 06
Aerosol / Atmospheric Sciences
261 papers · 6.5% of this block
▼ -55% share2022→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”
261 of these papers raise it as a problem
Problems · theme 07
Enhanced Data Rates For Gsm Evolution / Edge Computing
220 papers · 5.4% of this block
▲ +4% share2022→2025 share of research on this subject
Enhanced Data Rates for GSM Evolution · Edge computing · Edge device · Cloud computing
“Edge Computing: Vision and Challenges”
220 of these papers raise it as a problem
Cautions1,133 papers · 7 recurring themes
Cautions · theme 01
Cloud Computing / Operating System
248 papers · 21.9% of this block
▼ -64% share2022→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”
248 of these papers raise it as a problem
Cautions · theme 02
Satellite / Radiative Transfer
184 papers · 16.2% of this block
▼ -47% share2022→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”
184 of these papers raise it as a problem
Cautions · theme 03
Cloud Computing Security / Encryption
171 papers · 15.1% of this block
▼ -42% share2022→2025 share of research on this subject
Cloud computing security · Encryption · Cloud computing · Computer security
“Secure cloud computing: Benefits, risks and controls”
171 of these papers raise it as a problem
Cautions · theme 04
Climate Model / Aerosol
146 papers · 12.9% of this block
▼ -42% share2022→2025 share of research on this subject
Climate model · Aerosol · Atmospheric sciences · Climatology
“Aerosol Effects on Climate via Mixed-Phase and Ice Clouds”
146 of these papers raise it as a problem
Cautions · theme 05
Digital Transformation / Cloud Computing
141 papers · 12.4% of this block
▲ +67% share2022→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”
141 of these papers raise it as a problem
Cautions · theme 06
Big Data / Internet Of Things
134 papers · 11.8% of this block
▲ +6% share2022→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”
134 of these papers raise it as a problem
Cautions · theme 07
Enhanced Data Rates For Gsm Evolution / Edge Computing
109 papers · 9.6% of this block
▲ +4% share2022→2025 share of research on this subject
Enhanced Data Rates for GSM Evolution · Edge computing · Edge device · Latency
“Characterizing Container Performance in Edge Computing”
109 of these papers raise it as a problem
Opportunities29,038 papers · 7 recurring themes
Opportunities · theme 01
Cloud Computing / Scheduling
1,730 papers · 28.8% of this block
▼ -26% share2022→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
▲ +33% share2022→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
▼ -42% share2022→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
▲ +6% share2022→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
▼ -20% share2022→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
▲ +4% share2022→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
▼ -6% share2022→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
Tracks how the share of research themes has shifted globally between 2022 and 2025.
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing 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 sharelosing 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 sharelosing 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%
Prism
Go deeper on Enterprise Infrastructure research and innovation
Research themes, patent activity and the companies commercialising them, in one place.
Keep going
Track Enterprise Infrastructure in the United Kingdom beyond this page
Radar finds and filters the companies. Prism watches what is being said about them.
About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering the United Kingdom. Counts are of companies we track, not of every company that exists. Updated August 2026.
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Direct contact details for the people on this page are held in Fliar Radar, behind its own access controls.