Radar · Industry landscape · Canada
Enterprise Infrastructure Landscape of Canada
1,730 Enterprise Infrastructure companies in Canada, 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.
1,730companies tracked
$13Bdisclosed funding
96hiring right now
762events · 24 months
≥71,189news articles · 12 months
Who leads Enterprise Infrastructure in Canada
Shows the top enterprise infrastructure firms in Canada by size, funding, hiring activity and media coverage, noting 1,730 tracked companies, 96 currently hiring and 262 with disclosed funding rounds.
open roles
Hiring now
ranked by live open roles
- 01
GardaWorld11last posted Jun 2026
- 02
Magnet Forensics9last posted May 2026
- 03
N-able8last posted May 2026
- 04
Malleum8last posted Jun 2026
- 05
Symcor7last posted Feb 2026
- 06
Xtract One7last posted Jun 2026
- 07
BioConnect6last posted Apr 2026
- 08
Beanfield6last posted Feb 2026
96 companies hiring · 6 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
- 02
eStruxture$964.8MConventional Debt · Jan 2023
- 03
1Password$920.1MSeries C · Dec 2021
- 04
5C$835MConventional Debt · Jul 2025
- 05
Trulioo$477.2MSeries D · Jun 2021
- 06
Verafin$448.6MSeries D · Sep 2019
- 07
Blackberry$365MPost IPO · Nov 2020
- 08
Tailscale$275MSeries C · Apr 2025
262 companies with disclosed rounds · $13B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
- 02
SOTI$17Msnapshot Mar 2025
- 03
Route1$13Msnapshot Dec 2023
- 04
Skkynet Cloud Systems$549kFY2023 filing
- 05
01 Communique$413ksnapshot Oct 2022
- 06
Hyperview$11kFY2023 filing
6 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
- 03
- 04
- 05
- 06
hypertec333tracked employees
- 07
Vidyard284tracked employees
- 08
Safe205tracked employees
71 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
HIVE Digital Technologies14.8%169 tracked events
- 03
Markel13.0%149 tracked events
- 04
- 05
TeraGo3.4%39 tracked events
- 06
- 07
- 08
Sangoma2.6%30 tracked events
1,142 tracked events across 70 companies
articles
In the news
Prism news coverage, last 12 months
- 01
CTO≥753articles in the window
- 02
Ethereum≥630articles in the window
- 03
Buf≥163articles in the window
- 04
- 05
- 06
CoolIT Systems≥32articles in the window
- 07
- 08
57 of these companies drew sector coverage in the window
Radar
See all 1,730 Enterprise Infrastructure companies in Canada
Filter by funding, headcount, hiring and location, and export the list.
How the Enterprise Infrastructure ecosystem in Canada grew, 2016–2025
Displays the annual count of new enterprise infrastructure companies founded from 2016 to 2025, highlighting a peak of 142 startups in 2020 and 16 in 2025.
Companies founded / year
new Enterprise Infrastructure companies in Canada
20162025
peak 142 in 2020
Companies raising / year
with a disclosed round that year
20162025
peak 53 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $3.8B in 2019
Where Enterprise Infrastructure companies in Canada are based
Lists the Canadian cities with the most enterprise infrastructure firms, with Toronto leading at 382 companies followed by Vancouver (192) and Montreal (150).
Hub 01
Toronto
382 Enterprise Infrastructure companies
38% of the Enterprise Infrastructure companies across these hubs
382companies
$1.9Bdisclosed funding
14hiring now
Hub 02
Vancouver
192 Enterprise Infrastructure companies
19% of the Enterprise Infrastructure companies across these hubs
192companies
$1.3Bdisclosed funding
13hiring now
Hub 03
Montreal
150 Enterprise Infrastructure companies
15% of the Enterprise Infrastructure companies across these hubs
150companies
$7.4Bdisclosed funding
8hiring now
Hub 04
Ottawa
123 Enterprise Infrastructure companies
12% of the Enterprise Infrastructure companies across these hubs
123companies
$674.3Mdisclosed funding
12hiring now
Hub 05
Calgary
65 Enterprise Infrastructure companies
6% of the Enterprise Infrastructure companies across these hubs
65companies
$132.9Mdisclosed funding
8hiring now
Hub 06
Mississauga
50 Enterprise Infrastructure companies
5% of the Enterprise Infrastructure companies across these hubs
50companies
$77.4Mdisclosed funding
6hiring now
Hub 07
Waterloo
29 Enterprise Infrastructure companies
3% of the Enterprise Infrastructure companies across these hubs
29companies
$430Mdisclosed funding
5hiring now
generated artwork
Hub 08
Edmonton
27 Enterprise Infrastructure companies
3% of the Enterprise Infrastructure companies across these hubs
27companies
$20.8Mdisclosed funding
1hiring now
The Enterprise Infrastructure market map of Canada: what these companies actually do
Breaks down the sector’s product categories and revenue models, showing enterprise tech (1,378 firms) and subscription billing (1,420 firms) as the largest groups.
- Enterprise Tech1,378 companies · $13B raised · 83 hiring
- Enterprise Software1,122 companies · $5.4B raised · 70 hiring
- SaaS757 companies · $4.3B raised · 56 hiring
- Data Security174 companies · $470M raised · 11 hiring
- Consumer Digital147 companies · $5.4B raised · 5 hiring
- Identity Access Management124 companies · $1.7B raised · 12 hiring
- Fintech98 companies · $1.4B raised · 9 hiring
- Enterprise Communication81 companies · $207.6M raised · 3 hiring
- Deep Tech75 companies · $289.6M raised · 6 hiring
- Remote Work Tools74 companies · $143M raised · 3 hiring
- Website Builders74 companies · $33.8M raised · 2 hiring
- Future of Work73 companies · $155.2M raised · 4 hiring
Monetization
How Enterprise Infrastructure companies make money
How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription1,420
Fee-For-Service180
E-Commerce - Service130
Advertising123
Commission on Transaction93
E-Commerce - Product58
Physical Commerce35
Licensing8
Funding, M&A and the deals moving Enterprise Infrastructure in Canada
Counts corporate events over the past two years, totaling 762 incidents, including 179 earnings releases, 146 key‑person announcements and 92 funding rounds.
Earnings 179Leadership 146Announcement 109Funding 92M&A 57Product 52Contracts 50Assets 30Board Updates 18IPO 9
- FundingHIVE Digital Technologies Ltd. (TSXV: HIVE ) (NASDAQ: HIVE ) (BVC: HIVECO) (the "Company" or "HIVE"), today announced that HIVE Bermuda 2026 Ltd., its wholly-owned subsidiary (the "Issuer") has closed its private offering (the "Offering") of US$115 million aggregate principal amount of 0% exchangeable senior notes due 2031 (the "Notes") to qualified institutional buyers pursuant to Rule 144A under the Securities Act of 1933...2026-04-21
- M&AKKR and Mubadala paid ~$300 million for CoolIT three years ago2026-03-31
- FundingIsara recently completed a $94 million funding round at a $650 million valuation, with investors including Michael Ovitz and Stanley Druckenmiller, and OpenAI participating.2026-03-27
- FundingeStruxture Data Centers, the largest Canadian data center platform, announced today a successful C$150M ABS issuance.2026-03-26
- M&ACanadian cybersecurity startup Tailscale Inc. bought smaller Vancouver-based firm Border0, its first acquisition.2026-03-18
- FundingRove – $4M TRAVEL TECH Rove, a flexible travel rewards program for earning and redeeming miles on flights and hotels, has raised $4M in funding according to a recent SEC filing.2026-03-16
- M&ALa Rosa Holdings Corp. (NASDAQ: LRHC) has signed a non-binding letter of intent to acquire Consensus Core Technologies, Inc.2026-03-09
- M&AScale Computing to acquire Adaptiv Networks2026-03-06
- M&ASixty Six Capital Inc. (CSE: SIX) (" Sixty Six " or the " Company ") announces that K33 AB (" K33 ") has entered into a share purchase agreement with significant shareholders of the Company (the " Sellers "), pursuant to which K33 has agreed to acquire an aggregate of 107,447,331 common shares (each, a " Common Share ") in the capital of the Company from the Sellers for a purchase price of CAD$4,738,296 (the " Transaction ").2026-02-17
- FundingSolace has now raised a total of $204.0M in total equity funding and is backed by Inspired Capital Partners, IVP, Menlo Ventures, RiverPark Ventures, SignalFire, and Torch Capital.2026-02-16
Mergers and acquisitions
Deals from the last 24 months where a Enterprise Infrastructure company in Canada 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 |
|---|---|---|---|---|
| $4.8B | — | 2026-04-14 | ||
| KKR and Mubadala | $300M | Completed | 2026-03-31 | |
| Na | $4.8B | Announced | 2026-03-31 | |
| undisclosed | Announced | 2026-03-18 | ||
| K33 AB | undisclosed | Completed | 2026-03-18 | |
| undisclosed | Announced | 2026-03-09 |
Who is listing, hiring leaders, launching and winning work
Details specific event types such as IPO filings, leadership changes, product launches and contract wins for companies in the sector.
IPO pipeline
3 companies listed or filing · last 24 months
Leadership moves
49 tracked people moves · last 12 months
Product launches
tracked launches · last 12 months
roveRove (AI-powered platform)Dec 2025
IRPrognosis 13.2 (Observability platform for unified communications, collaboration and payments)Dec 2025
Contract wins
25 customer wins · last 24 months
CIARAwon nvidiaApr 2026
Cybeatswon global automotive parts manufacturerMar 2026
Sekur Private Datawon Mokilink ServicesMar 2026
Regulatory & litigation
5 regulatory events · 1 tracked suits · 24 months
- blackberry v Sebastien Marineau-Monthemployment contract violation · VerdictJan 2025
Earnings pulse
companies reporting results · last 24 months
17 companies reporting195 company-quarters trackedbeat 37miss 8in line 2
Half of these companies grew revenue faster than +6.5%, half slower.
Who is building Enterprise Infrastructure in Canada
Profiles 749 founders and CEOs across 578 firms, noting common alma maters like the University of Waterloo (44) and prior employers such as Microsoft (6).
Founders and chief executives12 of 749, from the best-funded companies on this page
Ex-Clear Dynamics, BlackBerry, SAP, Sybase 365. Deakin University BA 1994, Monash University 2000
Tailscale, ex-Google Fiber, ex-Eql Data, University of Waterloo, 2001
Ex- CEO Phlexglobal, Sparta Systems, IRI, BravoSolution. Georgia Institute of Technology BS 1984
Metaspectral, ex-Founder Buddybuild, Co-Founder InvestorSense, Amazon, Skyscrpr. Simon Fraser University BSc 2002
Ex-Fluke Corporation, Intel Corporation, Emerson Electric · Cornell University BS & MBA
Ex-SOS International. New School University, Rutgers University
Rewind, ex-Amdocs, ex-Ackroo, University of Waterloo, 2003
Velocix, ex-Streaming Video Alliance, ex-Nokia, University of Georgia - Terry College of Business, 2010
Ex-Redwoods Media, Research In Motion · University of Waterloo BASc 2010
Where the founders studied
alma mater on record for 111 of 749 founders
University of Waterloo44
University of Toronto20
McGill University12
Queen's University5
Stanford University5
Cornell University4
York University3
McMaster University3
Where they worked before
a previous employer on record for 15 of 749 founders
Microsoft6
Google4
Amazon3
Salesforce1
Facebook1
McKinsey1
Founders flagged as repeat founders
of 623 founders with a profile on this page
7
carry a repeat-founder flag
- flagged as repeat founders7
- no repeat-founder flag616
Radar
Look up the people behind Enterprise Infrastructure companies in Canada
Search founders, executives and operators by company, role and location.
Who funds Enterprise Infrastructure in Canada
Summarizes 510 funding rounds since 2016 from 588 investors, with the typical round size around $1.8 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| BDC | 22 | 10 | Feb 2025 |
| Europa | 19 | — | Jan 2023 |
| Y Combinator | 16 | 12 | Oct 2025 |
| Inovia Capital | 16 | 4 | Nov 2025 |
| Techstars | 10 | 5 | Oct 2024 |
| Accelerator Centre | 7 | 6 | Sep 2022 |
| Accel | 7 | 5 | Apr 2025 |
| Export Development Canada | 7 | 4 | Jul 2024 |
| Amplify Partners | 7 | 3 | Jan 2022 |
| Yaletown | 7 | 2 | Mar 2022 |
Stage mix · rounds since 2016
Seed & Angel198
Series A–B99
Series C+ / PE40
Grants, debt & other173
The typical round is $1.8M — half were bigger, half smaller.
The biggest Enterprise Infrastructure funding rounds in Canada
Highlights the largest disclosed financing, including 1Password’s $620 million Series C round, and lists ten other major recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Cmega-round | $620M | Dec 2021 | Iconiq Capital, Tiger Global Management, Backbone Angels +20 more | |
| Series Emega-round | $488M | May 2021 | CDPQ, Fengate | |
| Series Dmega-round | $394M | Jun 2021 | American Express Ventures, Citi Ventures, Blumberg Capital +2 more | |
| Series Dmega-round | $388.6M | Sep 2019 | Spectrum Equity, Information Venture Partners, Northleaf +2 more | |
| Series A | $200M | Nov 2019 | Accel, Slack, Scott Farquhar +1 more | |
| Series D | $180M | Jan 2018 | CDPQ, Fengate, Canderel | |
| Series C | $160M | Apr 2025 | Accel, CRV, Insight Partners +5 more | |
| Series D | $130M | Sep 2021 | Warburg Pincus, Luminate Capital Partners, Iconiq Capital | |
| Series B | $100.1M | May 2021 | Skip Capital, Sound Ventures, Accel +9 more | |
| Series C | $100M | Apr 2021 | Sumeru Equity Partners, Yaletown, Elsewhere Partners |
Venture round sizes · 2023–2025
<$1M26
$1–10M28
$10–50M11
$50–250M1
>$250M0
66 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series A$8MMay 2026
Seed$4MMay 2026
Seed$1.2MApr 2026
Series A$3.9MMar 2026
Seed$1MMar 2026
Seed$3.9MFeb 2026
Grant (prize money)$15kFeb 2026
What the news says about Enterprise Infrastructure in Canada
Counts 71,189 news articles in the last year, most frequently covering product launches, partnerships, digital transformation and executive changes.
News volume
Enterprise Infrastructure coverage across Canada · articles per quarter
2021Q22026Q1
peak ≥32,597 in 2025Q1 · ≥71,189 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 80% → 75%, negative 19% → 24% across 2021–2025.
What the coverage is about
The subjects that dominate Enterprise Infrastructure news in Canada. The arrow shows whether each one is being written about more or less than a year ago.
- New product launches and innovations≥5,756→+7%
- Strategic partnerships and collaborations≥5,684▲+14%
- Technology adoption and digital transformation≥4,710→+5%
- Executive leadership changes and appointments≥4,557→-4%
- Professional league updates≥4,346▲+24%
- College athletics news≥4,342▲+38%
- Cryptocurrency impact on forex markets≥3,923▲+31%
- Quarterly and annual financial results≥3,618▲+22%
- Corporate earnings reports and financial performance≥3,215▲+28%
- Obituaries and memorial services≥2,781▼-68%
Most-covered companies · last 12 months
- ≥753
- ≥630
- ≥163
- ≥108
- ≥45
- ≥32
- ≥26
- ≥24
- ≥21
- ≥21
57 Enterprise Infrastructure companies here were named in the news over this period.
Prism
Watch Enterprise Infrastructure coverage in Canada 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.
college playoffs+73%stock price+90%trade dispute mechanisms+44%diamond drilling+64%ncaa updates+135%investment deal+114%league expansion news+139%profit statement+49%olympic team selections+49%bilateral trade+41%
economic slowdown-47%hurricane mitigation-53%preferential tariff-71%nhl point totals-46%tariff rate quota-66%
The pressures the press keeps returning to
Three recurring angles in Canada Enterprise Infrastructure coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
≥124,076 articles touch this dimension · 31.1% critical tone
20212025
signals: stock performance, payment system integration, tariff negotiations
Funding Momentum ▲ rising
≥33,153 articles touch this dimension · 28.4% critical tone
20212025
signals: investment deal, neural network ventures, ai infrastructure financing
Growth ▲ rising
≥58,038 articles touch this dimension · 27.0% critical tone
20212025
signals: earnings report, quarterly financials, quarterly results
Enterprise Infrastructure jobs in Canada: who is hiring and what they ask for
Reports 2,026 job postings from 107 employers in the past year, with top skills like AWS and Python and a median advertised salary of $34 k per year.
2,026postings · last 12 months
3,835postings tracked overall
107employers advertising
$34kmedian advertised salary/yr (n=514)
Demand
The Skills Employers Ask For
What Enterprise Infrastructure employers in Canada 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.
- aws11→
- python10→
- kubernetes9▲
- sql8→
- docker7▲
- gcp5▲
- crm5▼
- cam5▲
- java4▼
- statistics4▼
What level are these roles?
Entry29
Intern24
Senior236
Lead70
Manager459
What they pay, by level
- Manager$53k/yr (n=36)
- Senior$102k/yr (n=31)
Most advertised titles
- 298
- 77
- 63
- 57
- 55
- 51
What Enterprise Infrastructure research is working on
Aggregates 53,444 academic papers on the topic, classifying 4,882 as identifying problems, 1,382 as cautions, and 34,214 as opportunities.
How this field talks about itself
Enterprise Infrastructure papers (gold) against all published research (grey)
Breakthrough39.1% · 26.1%1.5×
Promising24.9% · 37.6%0.7×
Descriptive21.4% · 17.3%1.2×
Problem-identifying8.6% · 9.8%≈ par
Comparative2.8% · 3.8%0.7×
Cautionary2.6% · 4.5%0.6×
Enterprise Infrastructure literature runs 1.5× more “breakthrough” than science at large (39.1% vs 26.1% 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
Scalable Cloud and Distributed Systems
1,225 papers · 30.3% of this block
▼ -47% share2022→2025 share of research on this subject
Researchers highlight challenges in scaling cloud platforms and operating systems for distributed computing workloads.
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 and Big Data Deployment
805 papers · 19.9% of this block
▼ -7% share2022→2025 share of research on this subject
Papers discuss difficulties in deploying software and managing big data within virtualized cloud environments.
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 Security and Data Protection
802 papers · 19.9% of this block
▼ -54% share2022→2025 share of research on this subject
Works examine threats and vulnerabilities affecting data confidentiality and integrity in cloud services.
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 Business Impacts
452 papers · 11.2% of this block
▲ +56% share2022→2025 share of research on this subject
Studies explore how cloud adoption reshapes business models and economic development while raising new challenges.
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
IoT‑Cloud Integration for Smart Cities
275 papers · 6.8% of this block
▲ +5% share2022→2025 share of research on this subject
Research points to technical and security hurdles when linking IoT devices with cloud platforms for urban applications.
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‑Cloud Interaction Modeling
261 papers · 6.5% of this block
▼ -55% share2022→2025 share of research on this subject
Scientists address complexities in representing aerosol effects on cloud formation and precipitation in climate models.
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
Edge Computing Performance Limits
220 papers · 5.4% of this block
▲ +4% share2022→2025 share of research on this subject
Analyses focus on latency, bandwidth, and device constraints that impede edge and cloud convergence.
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 Service Performance for Science
248 papers · 21.9% of this block
▼ -64% share2022→2025 share of research on this subject
Cautionary studies assess reliability and efficiency of cloud resources for large‑scale scientific workflows.
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
Remote Sensing Cloud Classification Risks
184 papers · 16.2% of this block
▼ -47% share2022→2025 share of research on this subject
Papers warn about uncertainties in satellite‑based cloud detection and aerosol influence on radiative measurements.
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
Encryption and Cloud Vulnerabilities
171 papers · 15.1% of this block
▼ -42% share2022→2025 share of research on this subject
Research highlights gaps in encryption practices that leave cloud environments exposed to attacks.
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
Aerosol Impacts on Climate Models
146 papers · 12.9% of this block
▼ -42% share2022→2025 share of research on this subject
Works caution that current climate simulations struggle to capture aerosol‑cloud interactions accurately.
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 Audit Concerns
141 papers · 12.4% of this block
▲ +67% share2022→2025 share of research on this subject
Studies emphasize the need for rigorous auditing as cloud technologies reshape financial and operational processes.
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
IoT Data Analytics Sustainability Issues
134 papers · 11.8% of this block
▲ +6% share2022→2025 share of research on this subject
Research points to energy consumption and security challenges in large‑scale IoT analytics pipelines.
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
Edge Latency and Container Performance
109 papers · 9.6% of this block
▲ +4% share2022→2025 share of research on this subject
Analyses reveal latency bottlenecks and variability when running containerized workloads at the edge.
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
Intelligent Cloud Scheduling and Scaling
1,730 papers · 28.8% of this block
▼ -26% share2022→2025 share of research on this subject
Opportunities focus on using learning techniques to improve resource allocation and performance in distributed clouds.
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
Scalable Virtualized Deployment Solutions
1,153 papers · 19.2% of this block
▲ +33% share2022→2025 share of research on this subject
Research proposes novel methods for deploying software and managing big data across highly scalable virtual environments.
Scalability · Software deployment · Virtualization · Big data
“MAIS: Multi-Model Adaptive Inference Scheduling for Web-Based Intelligent Service Platforms”
Opportunities · theme 03
Advanced Encryption for Cloud Safety
975 papers · 16.2% of this block
▼ -42% share2022→2025 share of research on this subject
Papers explore hybrid cryptographic schemes and AI‑driven detection to strengthen cloud data protection.
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
IoT‑Cloud Platforms for Precision Agriculture
618 papers · 10.3% of this block
▲ +6% share2022→2025 share of research on this subject
Works present integrated IoT and cloud architectures that enable fine‑grained monitoring and control of agricultural processes.
Internet of Things · Cloud computing · Microcontroller · Precision agriculture
“Application of Internet of Things (IoT) in Sustainable Supply Chain Management”
Opportunities · theme 05
Aerosol‑Cloud Interaction Data Fusion
587 papers · 9.8% of this block
▼ -20% share2022→2025 share of research on this subject
Research leverages cloud computing to combine satellite, model, and observational data for better aerosol‑cloud analysis.
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
Mobile Edge Computing Services
474 papers · 7.9% of this block
▲ +4% share2022→2025 share of research on this subject
Studies highlight emerging edge‑cloud frameworks that support low‑latency applications and secure data sharing.
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
Cloud‑Enabled 3D Point Cloud Processing
463 papers · 7.7% of this block
▼ -6% share2022→2025 share of research on this subject
Papers demonstrate cloud‑based pipelines for segmenting and classifying lidar point clouds at scale.
Point cloud · Segmentation · Lidar · Cloud computing
“PointAugment: An Auto-Augmentation Framework for Point Cloud Classification”
Which of these themes are growing fastest
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Digital Transformation Business Impacts▲+56%
IoT‑Cloud Integration for Smart Cities▲+5%
Edge Computing Performance Limits▲+4%
Virtualization and Big Data Deployment▼-7%
Scalable Cloud and Distributed Systems▼-47%
Cloud Security and Data Protection▼-54%
Aerosol‑Cloud Interaction Modeling▼-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 Audit Concerns▲+67%
IoT Data Analytics Sustainability Issues▲+6%
Edge Latency and Container Performance▲+4%
Encryption and Cloud Vulnerabilities▼-42%
Aerosol Impacts on Climate Models▼-42%
Remote Sensing Cloud Classification Risks▼-47%
Cloud Service Performance for Science▼-64%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Scalable Virtualized Deployment Solutions▲+33%
IoT‑Cloud Platforms for Precision Agriculture▲+6%
Mobile Edge Computing Services▲+4%
Cloud‑Enabled 3D Point Cloud Processing▼-6%
Aerosol‑Cloud Interaction Data Fusion▼-20%
Intelligent Cloud Scheduling and Scaling▼-26%
Advanced Encryption for Cloud Safety▼-42%
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering Canada. Counts are of companies we track, not of every company that exists. Updated August 2026.
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