eSAAM 2023 Topics
3rd Eclipse Security, AI, Architecture and Modelling Conference on Cloud to Edge Continuum | October 17, 2023 | Ludwigsburg, Germany
Security and Privacy for the Cloud to Edge Continuum
- Security practices, and architectures
- Secure discovery and authentication
- Cloud-centric threat models
- Cloud cryptography
- Cloud access control and key management
- Secure computation outsourcing
- Integrity and verifiable computation
- Computation of encrypted data
- Secure cloud resource virtualization mechanisms
- Trusted computing technology
- Failure and Vulnerability detection and prediction
- Energy/cost/efficiency of security in clouds
- Availability, recovery and auditing
- Network security mechanisms (e.g., IDS etc.) for the cloud
- Security and Privacy of Federated Clouds and Edge/Fog Computing
Artificial Intelligence for the Cloud to Edge Continuum
- Intelligent distributed architectures and infrastructures
- Context-Awareness and Location- Awareness
- Machine Learning and Deep Learning Approaches
- AI, deep learning for predictive security
- Challenges, Use Cases, and Solutions for Industry and Society
- Federated learning in the cloud-edge continuum
- AI-powered resource allocation and energy optimization in the cloud
- Deploying AI models in the clouds: Tools, techniques and approaches
- Distributed training of deep learning models
- Large Language Models in the cloud
- Real-time processing with AI on the cloud
- AI-powered data management in the cloud
- Leveraging cloud for advancing transparency and explainability of AI models
- AI accelerators on the cloud (e.g., TPUs)
Architectures for the Cloud to Edge Continuum
- Cloud-oriented Architecture: Frameworks and Methodologies
- Cloud- and edge computing architectures for smart applications
- Microservices, monitoring and scalability of smart applications
- Service oriented architectures for smart applications
- Enterprise Cloud Computing Ecosystem: Technology, Architecture and Applications
- SaaS and Cloud Computing
- PaaS and IaaS Cloud Computing Service Models
- Serverless Cloud Computing Architecture and FaaS Model
- Building Cloud Computing Solutions at Scale
- The Cloud-to-Thing Continuum: Opportunities and Challenges
- Green Cloud Computing Architecture
- Containerization and Cloud Deployment Model
Modelling for the Cloud to Edge Continuum
- Modelling Languages and Tools
- Verification & Validation approaches
- Modelling for smart solutions
- Security & Privacy modelling
- Statistical models checking
- Modelling adaptive IoT systems
- Runtime models
- Cloud programming and deployment models
- Power-aware profiling, modelling, and optimization for clouds
- Consistency, fault tolerance, and reliability models for clouds
- Cloud traffic characterization and measurements
- On-demand cloud computing models
- Challenges, Use Cases, and Solutions for Industry and Society
- Service-level agreements, business models, and pricing policies for cloud computing
- Open API and service orchestration on cloud platforms