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Presentation
The SCALE team is distinguished by its interdisciplinary approach, combining technical expertise and strategic vision to meet current challenges in information processing.
Our mission is to develop innovative solutions for the extraction, analysis, and valorization of information in complex and distributed environments.
Research Areas
Data Mining & Machine Learning
- Extraction of user trends and behaviors
- Social data analysis and Semantic Web
- Machine learning and optimization
Cloud Computing & Distributed Infrastructures
- Management of virtualized resources and containers (Kubernetes, Docker)
- Security and orchestration of Cloud architectures
- Performance and availability optimization
IoT, Security, and Distributed Networks
- IoT systems and connected objects
- Resilience against attacks (DDoS, intrusions)
- Data security (encryption, authentication)
- Communication protocols (MQTT, LoRaWAN)
Artificial Intelligence & Language Models
- Exploration of LLMs (GPT, BERT)
- Energy optimization and bias reduction
- Interpretability and adaptation to specific domains
- Applications in health, medicine, and ethics