53,444papers
53,444worldwide comparison pool
—India-affiliated papers
Research orientation
Contribution mix
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
King Abdulaziz University
49,779 Tokyo Metropolitan University
39,745 University of California, Berkeley
37,457 Leading researchers
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
Common problems researchers identify · 01Cloud Computing / Scalability
1,225 papers30.3% of this theme group
Cloud computing (1,194) · Scalability (126) · Operating system (113) · Distributed computing (68)
Cloud Computing: Issues and Challenges
Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches
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Common problems researchers identify · 02Virtualization / Big Data
805 papers19.9% of this theme group
Virtualization (56) · Big data (90) · Software deployment (66) · Cloud computing (214)
Comprehensive Survey on AI-Enhanced Software Systems: From Misinformation Detection to Distributed Infrastructure Optimization
Explainable AI and Multi-Agent Systems for Energy Management in IoT-Edge Environments: A State of the Art Review
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Common problems researchers identify · 03Cloud Computing Security / Computer Security
802 papers19.9% of this theme group
Cloud computing security (274) · Computer security (261) · Cloud computing (689) · Data security (59)
An analysis of security issues for cloud computing
Cloud computing security threats and responses
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Common problems researchers identify · 04Digital Transformation / Digital Economy
452 papers11.2% of this theme group
Digital transformation (209) · Digital economy (73) · Cloud computing (257) · Business model (29)
Digital Transformation and Economic Development: Opportunities and Emerging Challenges
Digital Transformation in Business: Opportunities and Challenges
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Common problems researchers identify · 05Internet Of Things / Cloud Computing
275 papers6.8% of this theme group
Internet of Things (177) · Cloud computing (184) · Big data (46) · Smart city (21)
IoT and Cloud Computing Issues, Challenges and Opportunities: A Review
IoT–Cloud Integration Security: A Survey of Challenges, Solutions, and Directions
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Common problems researchers identify · 06Aerosol / Atmospheric Sciences
261 papers6.5% of this theme group
Aerosol (49) · Atmospheric sciences (31) · Meteorology (24) · Radiative transfer (22)
Improving our fundamental understanding of the role of aerosol−cloud interactions in the climate system
Confronting the Challenge of Modeling Cloud and Precipitation Microphysics
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Common problems researchers identify · 07Enhanced Data Rates For Gsm Evolution / Edge Computing
220 papers5.4% of this theme group
Enhanced Data Rates for GSM Evolution (132) · Edge computing (143) · Edge device (63) · Cloud computing (165)
Edge Computing: Vision and Challenges
Edge-Computing Architectures for Internet of Things Applications: A Survey
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Cautions
1,133 papers · 7 recurring themes
Cautions · 01Cloud Computing / Operating System
248 papers21.9% of this theme group
Cloud computing (216) · Operating system (48) · Distributed computing (20) · Virtual machine (15)
Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing
On the Use of Cloud Computing for Scientific Workflows
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Cautions · 02Satellite / Radiative Transfer
184 papers16.2% of this theme group
Satellite (43) · Radiative transfer (29) · Cloud computing (114) · Remote sensing (18)
Classifying clouds around the globe with the CloudSat radar: 1‐year of results
Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific
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Cautions · 03Cloud Computing Security / Encryption
171 papers15.1% of this theme group
Cloud computing security (42) · Encryption (32) · Cloud computing (121) · Computer security (33)
Secure cloud computing: Benefits, risks and controls
A survey of risks, threats and vulnerabilities in cloud computing
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Cautions · 04Climate Model / Aerosol
146 papers12.9% of this theme group
Climate model (31) · Aerosol (52) · Atmospheric sciences (43) · Climatology (25)
Aerosol Effects on Climate via Mixed-Phase and Ice Clouds
Challenges in global climate models to represent cloud response to aerosols: insights from volcanic eruptions
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Cautions · 05Digital Transformation / Cloud Computing
141 papers12.4% of this theme group
Digital transformation (45) · Cloud computing (84) · Digital economy (14) · Audit (12)
The impact of cloud computing technology on cloud accounting adoption and financial management of businesses
The Impact of Digital Technology on Enterprise Operational Performance
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Cautions · 06Big Data / Internet Of Things
134 papers11.8% of this theme group
Big data (28) · Internet of Things (24) · Analytics (15) · Sustainability (13)
Artificial Intelligence and Cloud-Based Accounting Information Systems: Enhancing Financial Reporting Reliability and Cybersecurity in the D
OPTIMIZING AI-DRIVEN IOT ECOSYSTEMS: ADVANCING SUSTAINABILITY, ENERGY EFFICIENCY, AND SECURITY
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Cautions · 07Enhanced Data Rates For Gsm Evolution / Edge Computing
109 papers9.6% of this theme group
Enhanced Data Rates for GSM Evolution (31) · Edge computing (16) · Edge device (14) · Latency (12)
Characterizing Container Performance in Edge Computing
The Rise of Edge Computing: Driving Efficiency and Experience in Distributed Networks
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Opportunities
29,038 papers · 7 recurring themes
Opportunities · 01Cloud Computing / Scheduling
1,730 papers28.8% of this theme group
Cloud computing (1,648) · Scheduling (189) · Distributed computing (144) · Scalability (278)
AI-DRIVEN CLOUD COMPUTING: MACHINE LEARNING MODELS FOR DYNAMIC RESOURCE ALLOCATION, TASK SCHEDULING, AND PERFORMANCE OPTIMIZATION
Integrating Artificial Intelligence with Cloud Platforms to Optimize Performance, Scalability, and Reliability in Distributed Computing Syst
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Opportunities · 02Scalability / Software Deployment
1,153 papers19.2% of this theme group
Scalability (175) · Software deployment (94) · Virtualization (54) · Big data (70)
MAIS: Multi-Model Adaptive Inference Scheduling for Web-Based Intelligent Service Platforms
PLANAR: A Machine Learning Based Approach for Robust Network Resource Placement and Routing
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Opportunities · 03Encryption / Cloud Computing
975 papers16.2% of this theme group
Encryption (242) · Cloud computing (744) · Computer security (155) · Cryptography (91)
A Secure and Intelligent Data Transfer System for Cloud Environments using Hybrid Cryptography and Deep Learning-based Intrusion Detection
MULTI-LAYERED AUTHENTICATION AND ENCRYPTION FOR CLOUD SAFETY
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Opportunities · 04Internet Of Things / Cloud Computing
618 papers10.3% of this theme group
Internet of Things (236) · Cloud computing (385) · Microcontroller (46) · Precision agriculture (34)
Application of Internet of Things (IoT) in Sustainable Supply Chain Management
Intelligent IoT: Leveraging Data Analysis, Computer Vision, and Machine Learning for Smart Systems
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Opportunities · 05Satellite / Radiative Transfer
587 papers9.8% of this theme group
Satellite (81) · Radiative transfer (44) · Aerosol (42) · Cloud computing (341)
Capturing Aerosol‐Cloud‐Precipitation Interactions: A Physics‐Informed Sparse Regression Approach for a Coupled Multiscale System With Time
Estimating cloud condensation nuclei from aerosol optical properties across diverse environments: observations, models, and prediction appro
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Opportunities · 06Enhanced Data Rates For Gsm Evolution / Edge Computing
474 papers7.9% of this theme group
Enhanced Data Rates for GSM Evolution (259) · Edge computing (221) · Edge device (100) · Mobile edge computing (53)
EdgeCloudSim: An environment for performance evaluation of edge computing systems
Secure Data Sharing and Searching at the Edge of Cloud-Assisted Internet of Things
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Opportunities · 07Point Cloud / Segmentation
463 papers7.7% of this theme group
Point cloud (425) · Segmentation (72) · Lidar (66) · Cloud computing (218)
PointAugment: An Auto-Augmentation Framework for Point Cloud Classification
Transforming Point Clouds: A Hybrid Approach for 3D Object Recognition
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How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
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.
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.
