Industry landscapes
The companies, capital and talent shaping enterprise infrastructure in Delhi. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
19 of 263 tracked companies have open roles.
19 of 263 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 23 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 95.2% of disclosed capital, while 92.8% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $0 | 22 | 0 |
| 2017 | $2.02M | 13 | 2 |
| 2018 | $120K | 18 | 1 |
| 2019 | $43.73K | 15 | 1 |
| 2020 | $0 | 31 | 0 |
| 2021 | $359.08K | 19 | 3 |
| 2022 | $279.1K | 20 | 1 |
| 2023 | $706.88K | 15 | 2 |
| 2024 | $181.03M | 12 | 3 |
| 2025 | $6.42M | 7 | 5 |
Share of all disclosed company funding.
30 recorded rounds since 2016
Recorded participation in enterprise infrastructure company rounds since 2016.
Backed by Shivanand Shankar Mankekar and Laxmi Mankekar and others.
Backed by Tiger Global Management and Flipkart.
Backed by pi Ventures and MGF Kavachh and others.
Backed by Emergent Ventures and Neon and others.
Backed by IndiaNivesh Fund Managers.
Participating investors were not recorded in this snapshot.
Backed by Dharamveer Singh Chouhan and Roopali Gupta and others.
Backed by Vuenow.
Backed by Realsme.
Backed by Amit Rathore and Prashant Malik and others.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.
FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 60 reporting entities from 82 eligible matches.
Sum of reporting-entity revenue; not Delhi market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
33 of 60 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 60 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Geonix ↗U46510DL2016PTC308687 | ₹281.8 crore | ₹7.5 crore | +2.7% | — | ₹83.5 crore |
| E2E Networks ↗L72900DL2009PLC341980 | ₹164.0 crore | ₹47.5 crore | +29.0% | — | ₹2,580.7 crore |
| Innefu Labs ↗U73100DL2010PLC208052 | ₹103.0 crore | ₹34.2 crore | +33.2% | — | ₹148.9 crore |
| Pyramid ↗U74120DL2008PTC174826 | ₹6.0 crore | ₹0.3 crore | +4.3% | — | ₹10.9 crore |
| Cube26 ↗U72200DL2014PTC265019 | ₹0.7 crore | ₹-0.2 crore | -24.7% | — | ₹4.5 crore |
| JoonWeb ↗U93000DL2018PTC328868 | ₹0.3 crore | ₹-0.2 crore | -52.5% | — | ₹0.0 crore |
| Netweb ↗L72100HR1999PLC103911 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
| Sprintverify ↗U74999DL2020PTC374917 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.
The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.
Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.
How the Delhi companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
5 of the 263 companies on this page carry a measured traffic record (1.9%); these are the largest of those, by monthly visits. The median among them is 473,915 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| DigiLockerdigilocker.gov.in | 22,098,542 | 75 | 74.9% |
| ImageKit.ioimagekit.io | 1,756,266 | 37 | 29.3% |
| Visual Website Optimizervwo.com | 473,915 | 52 | 3.6% |
| SysTools Softwaresystoolsgroup.com | 281,851 | 43 | 29.2% |
| Pixpapixpa.com | 140,367 | 44 | 20.7% |
Visits and authority are third-party web estimates, not company-reported figures.
16 of these companies (6.1%) publish at least one Android app — 33 apps in all, carrying 175.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| DigiLockerDigiLocker | 174.4M | 3.9 | Productivity |
| AntCloud | Cloud PCAnt Cloud | 204.3K | — | Entertainment |
| UPPCL 1912AppSavy | 149.3K | — | Productivity |
| NHAI OneAppSavy | 131.3K | — | Productivity |
| Warehouse HelpdeskTimeWatch India | 62.8K | — | Productivity |
| AppSavyAppSavy | 58.3K | — | Productivity |
| AuthShieldAuthShield | 36.9K | — | Tools |
| MobiOcean Customer Support AppMobiOcean | 26.9K | — | Tools |
| Shield ProtocolShield Protocol | 24.5K | 4.7 | Tools |
| MFAuth -Fast 2FA AuthenticatorMFAuth | 24K | 3.7 | Tools |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q2–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Cybersecurity | 22 | 174.6M | DigiLocker 174.4M | |
| Application Development Tools | 6 | 352.6K | UPPCL 1912 149.3K | |
| Paas | 5 | 351.5K | NHAI One 131.3K | |
| Security & Surveillance Technology | 5 | 85.9K | Warehouse Helpdesk 62.8K | |
| Devops | 4 | 127 | Solwood Desk 38 |
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.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
15 companies hiring · $351.88M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
SaaS major Wingify is raising ₹1,381 Cr (nearly $149 Mn) in a strategic round led by majority shareholder and private equity (PE) firm Everstone Capital.
Velmenni secured about $3.3 million in a pre-Series A round led by pi Ventures.
The price of the company’s share in IPO was Rs 57.
4. Adaptive Security $81.0M
Its latest investment was a $600K seed round in Neural Defend along with Techstars.
Astra Security has secured VC funding led by Emergent Ventures, with Neon Fund, Better Capital, Blume Ventures, and PointOne Capital.
The central government has empanelled six partner firms, including Tata Consultancy Services (TCS), to develop and deploy artificial intelligence (AI) solutions across government departments.
Everstone Capital-backed VWO, which operates A/B testing platform Wingify, and French firm AB Tasty have entered into an agreement to combine operations.
Top 9 categories among 95 recorded events in the 24-month window.
1 companies with recorded IPO activity
IPO · NSE2 reports
6 tracked people moves
Appointment Strategic Advisor
Appointment Board of Directors member
Appointment Head APAC Sales
Appointment Enterprise Partnerships Lead in US
11 recorded customer wins
Customer: government of indiaAI services
Customer: Ministry of Electronics and IT (MeitY), Government of IndiaTechnology
Customer: ab tastyTechnology
Customer: government of indiaArtificial Intelligence
Customer: Ministry of Electronics and Information TechnologyTechnology
2 recorded events
approved for 10-for-1 stock splitNSE
approved allocation of H200 SXM and H100 SXM GPUsMinistry of Electronics and Information Technology, Government of India
Reported company results in the recorded window.
Median across 12 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| everstone capital→Wingify ↗ | Announced | 2026-04-06 | $200.0M |
| Wingify→ab tasty | Announced | 2026-04-06 | Not stated in snapshot |
| Wingify→blitzllama | Completed | 2026-02-12 | Not stated in snapshot |
| Wingify→Concept Feedback | Completed | 2025-12-18 | Not stated in snapshot |
| Wingify→navilytics | Completed | 2025-12-18 | Not stated in snapshot |
| Yotta Data Services→Indiqus ↗ | Announced | 2025-11-19 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
510 postings in the preceding 12 months. The full 555-posting snapshot covers 326 employers.
1 tracked postings mention remote work.
371 postings specify a level.
Top skills across 555 tracked postings in the available jobs snapshot.
Median across 39 postings with pay data, expressed in USD.
| Company | Open roles |
|---|---|
| SysTools Software ↗ | 6 |
| Innefu Labs ↗ | 5 |
| Wingify ↗ | 5 |
| TechMinds ↗ | 4 |
| Muoro ↗ | 4 |
| ARPSyndicate ↗ | 3 |
| E2E Networks ↗ | 2 |
| Recklabs ↗ | 2 |
| Company | Employees |
|---|---|
| Innefu Labs ↗ | 239 |
| E2E Networks ↗ | 112 |
| SysTools Software ↗ | 80 |
| Pyramid ↗ | 52 |
| Geonix ↗ | 51 |
| Astra ↗ | 45 |
| Velmenni ↗ | 19 |
| Muoro ↗ | 4 |
166 founders and chief executives across 134 companies.
Ex-Yahoo, Nanocast R & D India, Induslogic · NIT Kurukshetra BE 2001
Wingify, ex-Mendeley, ex-Grail Insights, University of Oxford, 2009
Lovely Professional University BTech 2011
Founder VRentin Tech. Delhi University BCom 2017, McGill University BS
Innefu Labs, ex-Atos, ex-Tata Consultancy Services, bharati vidyapeeth's college of engineering new Delhi, 2006
Ex-COMSNETS, Yaabot, TCS · NIIT University BE 2016
Ex-Kurativz Technologies And Consultation Services, Kidzpreneur Education, Smart Library Networks · Indian Institute of Finance, Delhi 1999
Founder - LoanCircle, Ex-DSYN, Unilever, Appiterate, ValarTech, Nuo. Delhi College of Engineering BE 2007, Indian Institute of Management…
CEO codedamn, ex-Way2Themes. Birla Institute of Technology and Science, Pilani 2021
Insightai, ex-Ai Content Creation Platform, ex-Goldcast, Indira Gandhi National Open University, 2025
Chief Technology Officer - Supista, Ex-APICon · Maharaja Agrasen Institute Of Technology (2019)
Co-Founder FinLock Technologies, ex-Kia Motors India, POSCO International India, KPMG. Indian Institute of Technology (Banaras Hindu University)…
23 profiles with education records.
4 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
7,470 articles in the measured 12-month window.
Enterprise Infrastructure coverage tagged Delhi · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 1,287 |
| 2021Q3 | 1,488 |
| 2021Q4 | 1,023 |
| 2022Q1 | 1,336 |
| 2022Q2 | 1,251 |
| 2022Q3 | 1,465 |
| 2022Q4 | 1,555 |
| 2023Q1 | 1,720 |
| 2023Q2 | 1,361 |
| 2023Q3 | 1,945 |
| 2023Q4 | 1,425 |
| 2024Q1 | 1,206 |
| 2024Q2 | 1,365 |
| 2024Q3 | 2,267 |
| 2024Q4 | 2,016 |
| 2025Q1 | 2,084 |
| 2025Q2 | 1,345 |
| 2025Q3 | 1,701 |
| 2025Q4 | 2,012 |
| 2026Q1 | 2,191 |
Article volume measures coverage, not market sales.
117 recorded company events across 9 companies; percentages use that event total.
Enterprise Infrastructure coverage tagged Delhi · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
India comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| dc fast-charging deployment | 955 | 48 | 1890% |
| charging corridor development | 936 | 45 | 1980% |
| public charging growth | 907 | 20 | 4435% |
| charging accessibility | 891 | 21 | 4143% |
| ai hardware | 773 | 487 | 59% |
| ai research | 754 | 401 | 88% |
| cheap notebook | 610 | 19 | 3111% |
| budget laptop | 609 | 17 | 3482% |
| affordable laptop | 608 | 18 | 3278% |
| value laptop | 608 | 20 | 2940% |
| next-gen banking platforms | 142 | 239 | -41% |
| digital banking innovations | 140 | 232 | -40% |
| gdp growth rate | 115 | 217 | -47% |
| analytics tools | 132 | 217 | -39% |
| marketing automation platforms | 129 | 215 | -40% |
India comparison coverage
payment system integration, stock performance, payment api development
57.5% critical · 50.6% positivepre-ipo valuation, flood resilience, ipo prospectus
59.5% critical · 56.3% positivedc fast-charging deployment, charging corridor development, public charging growth
45.3% critical · 61.5% positiveEnterprise Infrastructure coverage tagged Delhi. Topic labels describe recorded classifications and can include broad context.
5,827 papers in the recorded india scope.
Tone counts: 5,618 positive · 62 neutral · 147 negative.
Landmark: Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture
Landmark: Revolutionizing Healthcare: IoT-Enabled Continuous Health Monitoring Devices for the Future
Landmark: Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems
Common problems researchers identify · 0126.7% of this theme group
Researchers highlight challenges in scheduling, load balancing, and resource allocation for cloud‑based enterprise workloads.
Cloud computing (124) · Operating system (18) · Scheduling (7) · Workload (6)
Load balancing in cloud computing – A hierarchical taxonomical classification
Cloud Computing Facilitating Data Storage, Collaboration, and Analysis in Global Healthcare Clinical Trials
| Year | Share index |
|---|---|
| 2022 | 1530.7 |
| 2023 | 1445.2 |
| 2024 | 1130.9 |
| 2025 | 583.9 |
Common problems researchers identify · 0224.4% of this theme group
Papers discuss persistent data protection gaps and attack vectors affecting cloud infrastructures.
Cloud computing security (50) · Cloud computing (115) · Computer security (32) · Data security (13)
Data Security Challenges and Its Solutions in Cloud Computing
Surveying Security Challenges and Solutions in Cloud Computing: A Comprehensive Review
| Year | Share index |
|---|---|
| 2022 | 1615.7 |
| 2023 | 1661.1 |
| 2024 | 1296.3 |
| 2025 | 737.1 |
Common problems researchers identify · 0312.2% of this theme group
Studies point to integration and compatibility problems when linking IoT devices with cloud platforms.
Internet of Things (40) · Cloud computing (41) · Wearable computer (6) · Interoperability (8)
Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture
Sensing, Controlling, and IoT Infrastructure in Smart Building: A Review
| Year | Share index |
|---|---|
| 2022 | 1312.1 |
| 2023 | 1374.8 |
| 2024 | 1511.0 |
| 2025 | 1430.6 |
Common problems researchers identify · 0411.0% of this theme group
Works examine difficulties in securing large‑scale data, compliance, and preventing cybercrime in enterprise systems.
Big data (10) · Cybercrime (3) · Automation (5) · Data Protection Act 1998 (4)
Next-generation secure authentication and access control architectures: advanced techniques for securing distributed systems in modern enter
AI-Integrated Data Governance Frameworks for Real-Time, Scalable, and Ethical Data Architectures
| Year | Share index |
|---|---|
| 2022 | 439.6 |
| 2023 | 443.4 |
| 2024 | 327.8 |
| 2025 | 475.4 |
Common problems researchers identify · 0510.3% of this theme group
Analyses identify organizational and technical obstacles hindering the shift to cloud‑enabled digital economies.
Digital transformation (26) · Digital economy (8) · Information technology (5) · Cloud computing (32)
Digital Transformation in Business: Opportunities and Challenges
Digital Transformation in Commerce
| Year | Share index |
|---|---|
| 2022 | 234.7 |
| 2023 | 240.2 |
| 2024 | 199.6 |
| 2025 | 291.1 |
Common problems researchers identify · 069.5% of this theme group
Research flags high carbon footprints and the need for greener computing practices in data centers.
Green computing (12) · Cloud computing (36) · Renewable energy (6) · Carbon footprint (5)
A Systematic Survey on Energy-Efficient Techniques in Sustainable Cloud Computing
Energy Efficiency Techniques in Cloud Computing
| Year | Share index |
|---|---|
| 2022 | 50.7 |
| 2023 | 54.9 |
| 2024 | 46.3 |
| 2025 | 68.1 |
Common problems researchers identify · 076.0% of this theme group
Authors note performance and latency issues when extending cloud services to edge devices and networks.
Enhanced Data Rates for GSM Evolution (22) · Edge computing (19) · Edge device (14) · Cloud computing (22)
Machine Learning at the Network Edge: A Survey
Bringing Computation Closer toward the User Network: Is Edge Computing the Solution?
| Year | Share index |
|---|---|
| 2022 | 341.3 |
| 2023 | 347.8 |
| 2024 | 290.4 |
| 2025 | 353.1 |
Cautions · 0162.5% of this theme group
Cautionary studies warn that scaling cloud systems may amplify security weaknesses and operational complexity.
Cloud computing (43) · Cloud computing security (8) · Operating system (6) · Scalability (7)
Investigating the Significance of Optimization Techniques in Load Balancing in a Cloud Environment
A Review of Cloud Security Attacks and Emerging Defense Mechanisms
| Year | Share index |
|---|---|
| 2022 | 1689.5 |
| 2023 | 1633.2 |
| 2024 | 1275.2 |
| 2025 | 985.3 |
Cautions · 0220.0% of this theme group
Papers caution that rapid digital adoption can disrupt efficiency and data handling in Indian enterprises.
Transformative learning (8) · Digital transformation (6) · Big data (4) · Cloud computing (9)
Digital Transformation and Its Influence on Organisational Efficiency: A Study of Indian Companies
EXPLORING THE IMPACT OF CLOUD TECHNOLOGY ON INDIAN ACCOUNTING: CHALLENGES AND FUTURE OPPORTUNITIES
| Year | Share index |
|---|---|
| 2022 | 308.4 |
| 2023 | 313.9 |
| 2024 | 277.1 |
| 2025 | 419.5 |
Cautions · 0311.2% of this theme group
Works advise careful assessment of standards and reliability when deploying IoT solutions in agriculture and health.
Internet of Things (6) · Interoperability (3) · Precision agriculture (2) · Agriculture (2)
Revolutionizing Healthcare: IoT-Enabled Continuous Health Monitoring Devices for the Future
Integrated Smart Computing in Precision Agriculture: A Futuristic Exploration and Assessment
| Year | Share index |
|---|---|
| 2022 | 1295.2 |
| 2023 | 1362.6 |
| 2024 | 1503.9 |
| 2025 | 1421.0 |
Cautions · 046.2% of this theme group
Research highlights how monsoon variability and aerosol effects may affect cloud‑based forecasting services.
Weather forecasting (2) · Monsoon (2) · Cloud cover (2) · Aerosol (2)
Climate warming increases global oceanic dimethyl sulfide emissions
Sensitivity of Cloud Invigoration and Suppression Effects to Major Aerosol species During the Indian Summer Monsoon in a Global Climate Mode
| Year | Share index |
|---|---|
| 2022 | 47.3 |
| 2023 | 51.3 |
| 2024 | 26.1 |
| 2025 | 20.6 |
Opportunities · 0121.2% of this theme group
Opportunities focus on leveraging analytics and OS innovations to improve cloud performance and elasticity.
Cloud computing (818) · Scalability (176) · Operating system (78) · Analytics (85)
Enhancing Cloud Performance with AI-Based Predictive Analytics
Converging Deep Learning and Cloud Computing: A Scalable and Efficient Approach for Modern AI Infrastructure
| Year | Share index |
|---|---|
| 2022 | 1690.5 |
| 2023 | 1628.4 |
| 2024 | 1289.9 |
| 2025 | 1024.7 |
Opportunities · 0216.8% of this theme group
Studies explore cryptographic and ledger technologies to enhance privacy, integrity, and trust in cloud services.
Encryption (300) · Cryptography (138) · Blockchain (108) · Cloud computing (481)
Securing Data Privacy and Integrity in Cloud Computing Using Blockchain and Quantum Cryptography
Blockchain-Enhanced Framework for Ensuring Data Consistency, Transparency and Privacy in Cloud Computing
| Year | Share index |
|---|---|
| 2022 | 700.3 |
| 2023 | 721.9 |
| 2024 | 551.5 |
| 2025 | 640.3 |
Opportunities · 0315.2% of this theme group
Papers propose scalable analytics and positioning systems to modernize urban services and citizen engagement.
Scalability (107) · Global Positioning System (28) · Analytics (52) · Software deployment (49)
Artificial Intelligence in Smart Cities Enhancing Public Services Infrastructure and Real Time Citizen Engagement Tools
SmartCityPredict: An AI and Machine Learning Framework for Enhancing Urban Service Efficiency Through Real-Time Data Analytics
| Year | Share index |
|---|---|
| 2022 | 324.3 |
| 2023 | 349.5 |
| 2024 | 257.3 |
| 2025 | 565.8 |
Opportunities · 0414.9% of this theme group
Research showcases IoT‑enabled monitoring and predictive models for water quality and crop management.
Internet of Things (260) · Cloud computing (392) · Microcontroller (66) · Precision agriculture (42)
Intelligent IoT-Based Water Quality Monitoring and Predictive Analysis Using Machine Learning
Real-Time Internet of Things (IoT) Based Water Quality Management System with Advanced Multi-Parameter Monitoring and Autonomous Filtration
| Year | Share index |
|---|---|
| 2022 | 1273.2 |
| 2023 | 1335.9 |
| 2024 | 1478.8 |
| 2025 | 1358.7 |
Opportunities · 0513.1% of this theme group
Works present new algorithms to balance loads and improve resource utilization in cloud environments.
Scheduling (228) · Cloud computing (493) · Load balancing (89) · Workload (108)
An Optimized Scheduling Algorithm For Efficient Resource Allocation In Cloud Computing Environments
Optimizing Resource Scheduling for Enhanced Efficiency in Cloud Computing
| Year | Share index |
|---|---|
| 2022 | 52.8 |
| 2023 | 51.5 |
| 2024 | 35.5 |
| 2025 | 66.0 |
Opportunities · 0611.1% of this theme group
Studies develop machine‑learning methods to detect anomalies and defend cloud infrastructures against attacks.
Intrusion detection system (155) · Anomaly detection (103) · Denial-of-service attack (64) · Cloud computing (353)
Enhancing Cloud Security and Efficiency Through AI-Driven Intrusion Detection and Machine Learning-Based Resource Management
A Deep Learning-based Intrusion Detection Framework for Enhancing Network Security in Cloud Environments
| Year | Share index |
|---|---|
| 2022 | 168.9 |
| 2023 | 181.9 |
| 2024 | 164.2 |
| 2025 | 224.3 |
Opportunities · 077.7% of this theme group
Papers highlight the potential of combined edge and cloud architectures for real‑time IoT applications.
Edge computing (162) · Enhanced Data Rates for GSM Evolution (165) · Edge device (59) · Cloud computing (209)
Hybrid Cloud-Edge Computing for Real-Time IoT-Based Health Monitoring: Performance Evaluation and Optimization
Edge Computing for the Internet of Things
| Year | Share index |
|---|---|
| 2022 | 341.3 |
| 2023 | 347.8 |
| 2024 | 290.4 |
| 2025 | 353.1 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Breakthrough | 47.2% | 26.2% |
| Promising | 30.0% | 37.2% |
| Problem-identifying | 9.8% | 9.6% |
| Descriptive | 7.7% | 17.6% |
| Comparative | 3.4% | 4.0% |
| Cautionary | 1.6% | 4.5% |
| Critical | 0.2% | 1.0% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity and Privacy in Fog Computing: Challenges | 362 | 6.98% | 65 (18.0%) | 4.88% |
| Energy & datacenter footprintEnergy efficiency in cloud computing data centers: a survey on software technologies | 130 | 2.51% | 19 (14.6%) | 1.49% |
| Carbon & emissions of computeSustainable AI in the Cloud-to-Thing Continuum: A Bibliometric Review on Lightweight, Small-Sample, and Federated Learni | 14 | 0.27% | 2 (14.3%) | 0.14% |
| Safety & misuseContext-Aware Multimodal Fake News Detection using Localized DistilBERT | 7 | 0.13% | 0 (0.0%) | 0.12% |
| Hardware, e-waste & supply chainGreenLoop: A Cloud Driven Framework for Sustainable Waste Management System | 3 | 0.06% | 0 (0.0%) | 0.04% |
| Bias & fairnessFairness-First AI in Demand Response: Bridging Equity and Efficiency in Smart Energy Systems | 2 | 0.04% | 0 (0.0%) | 0.07% |
| Labour & data workPerseverance of GIG Workers in Digital Platforms | 1 | 0.02% | 1 (100.0%) | 0.03% |
| Concentration of compute power5G and Beyond | 1 | 0.02% | 1 (100.0%) | 0.06% |
| Water use | 0 | 0.0% | 0 (%) | 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: India. This may be broader than the company geography.
Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 4 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.
Canonical landscape ↗
