Cautions · 01Performance Risks in Cloud Workflows
248 papers21.9% of this theme group
Cautions about unpredictable performance when using cloud for scientific and multi‑task workloads.
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 · 02Remote Sensing Cloud Data Uncertainty
184 papers16.2% of this theme group
Studies warn of classification errors and biases in satellite‑derived cloud observations.
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 · 03Encryption and Cloud Vulnerabilities
171 papers15.1% of this theme group
Papers caution that encryption alone may not mitigate evolving cloud security threats.
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 Representation
146 papers12.9% of this theme group
Research highlights shortcomings in modeling aerosol‑cloud interactions within global climate systems.
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 Audit Concerns
141 papers12.4% of this theme group
Works raise concerns about governance, compliance, and financial oversight in cloud‑driven transformations.
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 · 06Sustainability and IoT Data Ethics
134 papers11.8% of this theme group
Authors caution about energy use, data privacy, and ethical implications of large‑scale IoT analytics.
Big data (28) · Internet of Things (24) · Analytics (15) · Sustainability (13)
Artificial Intelligence and Cloud-Based Accounting Information Systems: Enhancing Financial Reporting Reliability and Cybersecurity in the D
OPTIMIZING AI-DRIVEN IOT ECOSYSTEMS: ADVANCING SUSTAINABILITY, ENERGY EFFICIENCY, AND SECURITY
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Cautions · 07Edge Latency and Container Overheads
109 papers9.6% of this theme group
Studies point to latency spikes and performance penalties when containerizing edge applications.
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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