France’s
ai industry,
in focus.

Scalable Cloud and Edge Challenges

24.1% of this theme group

Papers discuss limitations and bottlenecks in cloud and edge infrastructures, focusing on scalability and data rate constraints.

Cloud computing (1,335) · Edge computing (119) · Enhanced Data Rates for GSM Evolution (99) · Scalability (137)

Cloud Computing: Issues and Challenges

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches

Representation and Benchmarking Issues

23.4% of this theme group

Research highlights difficulties in evaluating models, improving representations, and establishing reliable benchmarks for pattern recognition.

Benchmark (68) · Representation (38) · Language model (24) · Pattern recognition (28)

Representation Learning: A Review and New Perspectives

Machine Learning Interpretability: A Survey on Methods and Metrics

Cloud Security Vulnerabilities

14.5% of this theme group

Works examine threats to cloud environments, data protection gaps, and strategies for mitigating security risks.

Computer security (285) · Cloud computing security (257) · Cloud computing (713) · Data security (56)

An analysis of security issues for cloud computing

Cloud computing security threats and responses

AI Applications and Governance Risks

13.5% of this theme group

Studies explore the impact of AI on governance, human cognition, and the challenges of generative systems.

Applications of artificial intelligence (104) · Human intelligence (31) · Generative grammar (62) · Corporate governance (55)

DEVELOPMENT OF ARTIFICIAL INTELLIGENCE AND ITS RISKS: TECHNOLOGICAL PROGRESS AND THE FUTURE OF HUMANITY

Artificial intelligence agents and agentic AI systems: Architectures, capabilities, applications, challenges, and future directions

Circuit Design Reliability Concerns

10.2% of this theme group

Papers address reliability, performance variability, and manufacturing challenges in integrated and CMOS circuits.

Integrated circuit (127) · Electronic circuit (81) · Transistor (47) · CMOS (40)

Quantitatively analyzing the performance of integrated circuits and their reliability

Analog/Mixed-Signal Circuit Synthesis Enabled by the Advancements of Circuit Architectures and Machine Learning Algorithms

Digital Transformation Obstacles

7.6% of this theme group

Analyses focus on hurdles faced by organizations adopting cloud, industry 4.0, and digital economy initiatives.

Digital transformation (156) · Cloud computing (310) · Digital economy (44) · Industry 4.0 (42)

Digital Transformation in Business: Opportunities and Challenges

Digital Transformation in a Modern Organization: Opportunities and Challenges

Energy Management System Limits

6.8% of this theme group

Research investigates constraints in microgrid control, heat pump integration, and broader energy optimization techniques.

Energy management (79) · Energy management system (39) · Heat pump (38) · Energy (43)

Energy management in microgrid and multi‐microgrid

Intelligent Energy Management System of a Microgrid Using Optimization Techniques

Robustness of Learning Benchmarks

28.1% of this theme group

Works caution against overfitting and fragile evaluations in pattern recognition and language model benchmarking.

Pattern recognition (26) · Language model (20) · Benchmark (32) · Robustness (34)

Making better M <scp>axent</scp> models of species distributions: complexity, overfitting and evaluation

Causal Representation Learning on High-Dimensional Data: Benchmarks, Reproducibility, and Evaluation Metrics

Cloud and Virtualization Performance Risks

14.2% of this theme group

Studies warn of latency, resource contention, and efficiency issues in cloud and distributed operating systems.

Cloud computing (225) · Operating system (44) · Distributed computing (22) · Virtualization (20)

Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing

Optimizing low latency public cloud systems: Strategies for network, compute and storage efficiency

AI Impact on Education and Psychology

13.8% of this theme group

Papers critique emerging AI roles in learning environments and mental health, urging careful assessment of societal effects.

Applications of artificial intelligence (39) · Generative grammar (52) · Transformative learning (22) · MEDLINE (17)

Artificial Intelligence toward Sustainable Impact Accelerator through Education, Research, and Advocacy: Critical Assessments

Artificial intelligence (AI) in psychology: a commentary on AI’s emerging role and the ensuing conversation.

Atmospheric Modeling Cloud Biases

13.3% of this theme group

Research highlights inaccuracies in cloud representation within climate models and the challenges of satellite validation.

Aerosol (57) · Atmospheric sciences (49) · Meteorology (41) · Satellite (47)

Exposing Global Cloud Biases in the Community Atmosphere Model (CAM) Using Satellite Observations and Their Corresponding Instrument Simulat

Challenges in global climate models to represent cloud response to aerosols: insights from volcanic eruptions

Process Variation in Circuit Fabrication

12.4% of this theme group

Works examine how manufacturing variability and radiation affect transistor behavior and circuit reliability.

Electronic circuit (40) · Integrated circuit (33) · Transistor (23) · CMOS (22)

Evaluating the Impact of Process Variability and Radiation Effects on Different Transistor Arrangements

The Impact of Process Variations on the Thermo-Mechanical Behavior of 3D Integrated Circuits

Cloud Adoption Financial Implications

10.2% of this theme group

Analyses discuss cost, governance, and data management concerns tied to large‑scale cloud deployments.

Cloud computing (173) · Digital transformation (37) · Information technology (21) · Big data (27)

The impact of cloud computing technology on cloud accounting adoption and financial management of businesses

Evolution, impact, and future of cloud computing

Encryption and Cloud Security Gaps

8.1% of this theme group

Papers identify weaknesses in encryption practices and threat vectors that compromise cloud data confidentiality.

Cloud computing (111) · Computer security (34) · Cloud computing security (34) · Encryption (22)

Secure cloud computing: Benefits, risks and controls

A survey of risks, threats and vulnerabilities in cloud computing

Robust Representation Learning Advances

34.4% of this theme group

Research showcases new methods for resilient pattern recognition, improving convolutional networks and representation robustness.

Pattern recognition (165) · Convolutional neural network (122) · Representation (86) · Robustness (126)

Accelerating Deep Learning Inference for Brain Tumor Segmentation: A Review of Architectures, Frameworks, and Clinical Translation

FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction

AI‑Enhanced Cloud Scalability

21.2% of this theme group

Studies present AI techniques for dynamic resource allocation, scheduling, and IoT integration to boost cloud performance.

Cloud computing (1,056) · Scalability (206) · Scheduling (105) · Internet of Things (94)

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

Innovative Integrated Circuit Designs

13.6% of this theme group

Works explore lightweight sensors, hierarchical optimization, and novel chip architectures for next‑generation electronics.

Integrated circuit (118) · Electronic circuit (107) · CMOS (91) · Chip (71)

Design of On-Chip Lightweight Sensors for Effective Detection of Recycled ICs

Hierarchical Analog/Mixed-Signal Circuit Optimization Under Process Variations and Tuning

Secure Cloud Encryption Solutions

10.5% of this theme group

Papers propose hybrid cryptography and intelligent intrusion detection to strengthen data protection in cloud environments.

Encryption (135) · Cloud computing (462) · Computer security (87) · Intrusion detection system (62)

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

Smart Grid Energy Management

8.0% of this theme group

Research develops advanced microgrid controls and IoT integration to enhance efficiency and reliability of smart grids.

Energy management (188) · Energy management system (111) · Microgrid (70) · Smart grid (70)

Design and Implementation of a Microgrid Energy Management System

Study of Energy Management System and IOT Integration in Smart Grid

Point Cloud Processing Innovations

7.5% of this theme group

Studies introduce augmentation frameworks and deep learning techniques for improved 3D point cloud classification.

Point cloud (188) · Cloud computing (301) · Lidar (34) · Satellite (39)

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Enhanced Point Cloud Object Classification using Convolutional Neural Networks and Bearing Angle Image

Edge Computing for Data Rates

4.8% of this theme group

Works focus on secure data sharing and sensor optimization at the edge to support high‑speed mobile networks.

Enhanced Data Rates for GSM Evolution (154) · Edge computing (120) · Edge device (52) · Mobile edge computing (30)

Secure Data Sharing and Searching at the Edge of Cloud-Assisted Internet of Things

Implementasi Edge Computing untuk Optimalisasi Pengumpulan Data Sensor pada Smart Building

Paris

85.3% across the displayed hubs

28 companies hiring · $6.9B disclosed funding

Nantes

2.8% across the displayed hubs

0 companies hiring · $3.9M disclosed funding

Toulouse

2.6% across the displayed hubs

1 companies hiring · $1.9M disclosed funding

Lyon

2.3% across the displayed hubs

0 companies hiring · $9.5M disclosed funding

Montpellier

2.1% across the displayed hubs

0 companies hiring · $29.0M disclosed funding

Bordeaux

2.1% across the displayed hubs

0 companies hiring · $6.0M disclosed funding

Lille

1.6% across the displayed hubs

0 companies hiring · $3.2M disclosed funding

Nice

1.3% across the displayed hubs

0 companies hiring · $23.3M disclosed funding