paiw22: WCCI 2022 Workshop on Pervasive Artificial Intelligence Centro Congressi Padova, Italy, July 18-23, 2022 |
Conference website | http://pai.di.unipi.it/paiw2022/ |
Submission link | https://easychair.org/conferences/?conf=paiw22 |
The WCCI 2022 Workshop on Pervasive AI aims to establish a new multidisciplinary community tackling challenges across edge AI, continual learning, embedded, distributed and federated learning, neuromorphic computing, AI-HPC, sustainable AI.AI is becoming a pervasive technology in ICT systems development, as well as for its presence in products and services of daily use. In particular, a pervasive use of neural-based methodologies and technologies comes at the cost of increased functional and non-functional requirements related to fundamental properties, such as energy efficiency, ability to continuously adapt to changing conditions and tasks, dependability, security and human-machine interactivity.
The workshop encourages submissions from academia, industrial projects, and international research projects.
Submission Guidelines
The workshop offers the possibility to opt for either non-archival contributions or published proceedings papers. Only regular papers, as defined below, can be included in the proceedings. The latter will be published under the CEUR-WS AIxIA series, which is open access and fully indexed by Scopus, DBLP and Scholar.
- Full papers (min 10 pages, max 12 pages refs included): papers presenting mature research and original contributions
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Short papers (min 5 pages, max 8 pages): papers presenting preliminary ideas, work in progress, position statements
List of Topics
Relevant topics include but are not limited to:
- Adaptive placement of applications on the Cloud-Iot continuum
- Algorithms, software and hardware platforms for high-performance and scalable processing of AI and ML models
- Continuous reasoning on Cloud-IoT applications
- Cybersecurity in ML
- Design and development of algorithms, models and software for AI and ML
- Distributed and embedded AI and learning- Distributed, embedded and in-silico neural computation
- Deep graph networks in pervasive AI applications
- Federated learning
- Intelligent IoT and cyber-physical systems
- Learning on streaming data and continual learning
- Multi-agents systems in pervasive computing
- Methods, algorithms and systems for human-aware, secure and safe AI in pervasive computing scenarios
- ML-on-Cloud, ML-for-the-Cloud, ML as a service, ML-Ops
- Neuromorphic computing
- Learning at-the-edge
- Safe AI, Sustainable AI, Trustworthy AI
Committees
Organizing committee
- Davide Bacciu, Università di Pisa
- Antonio Carta, Università di Pisa
- Patrizio Dazzi, Consiglio Nazionale delle Ricerche
- Magdalini Eirinaki, San Jose State University
- Iraklis Varlamis, Harokopio University of Athens
Publication
Workshop papers can be optionally published as CEUR workshop proceedings (This is optional). CEUR-WS proceedings are free of charge and Scopus-indexed.
Contact
All questions about submissions should be emailed to antonio.carta@unipi.it