PAISE 2025

Program

Workshop Program

This year, we received 14 high-quality submissions, and after extensive discussion, we accepted 6 Full and 2 Short papers. The following submissions have been accepted to PAISE 2025. Congratulations!

Date: 4th of June, 2025

Location: Building 3 on the Politecnico di Milano campus, located at Piazza Leonardo da Vinci 32, 20133 Milan.

Event Description Start End Duration
Introduction Introductory Remarks - PAISE Organizers 8:30 AM 8:40 AM 10 min
Keynote Keynote - Valeria Cardellini, TBD 8:40 AM 9:30 AM 50 min
Break - 1 9:30 AM 9:40 AM 10 min
Session 1 PAISE-01: SDFLMQ: A Semi-Decentralized Federated Learning Framework over MQTT. Amir Ali-Pour and Julien Gascon-Samson. 9:40 AM 10:05 AM 25 min
PAISE-02: Understanding the Performance and Power of LLM Inferencing on Edge Accelerators. Mayank Arya and Yogesh Simmhan. 10:05 AM 10:30 AM 25 min
Break - 2 10:30 AM 11:00 AM 30 min
Session 1 PAISE-03: Charon: An End-to-End Infrastructure for Connecting AI@Edge to HPC. Yongho Kim and Seongha Park and Swann Perarnau and Akhilesh Raj. 11:00 AM 11:15 AM 15 min
PAISE-04: Edge AI in the computing continuum: Consistency and Availability at Early Design Stages. Vincenzo Barbuto and Claudio Savaglio. 11:15 AM 11:40 AM 25 min
PAISE-05: Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems. Emanuele Petriglia and Federica Filippini and Michele Ciavotta and Marco Savi. 11:40 AM 12:05 AM 25 min
PAISE-06: Software Container-based Energy Estimation Models for ARM Architecture. Mohamed Anisse BELHADJ and Kods Trabelsi and Loïc Cudennec and Henri-Pierre Charles. 12:05 AM 12:30 AM 25 min
Lunch 12:30 AM 2:00 PM 90 min
Session 3 PAISE-07: SIMD Acceleration of Matrix-Vector Operations on RISC-V for Variable Precision Neural Networks. Gonzalo Salinas and Guilherme Sequeira and Alfonso Rodriguez and João Bispo and Nuno Paulino. 2:00 PM 2:25 PM 25 min
PAISE-08: Optimizing Speech Emotion Recognition with Dynamic Dilation Rates for Efficient Edge Deployment. Pin-Hsuan Lee and Jin-Shyan Lee. 2:25 PM 2:40 PM 15 min
Panel TBD 2:40 PM 3:55 PM 75 min
Conclusion Closing Remarks, Feedback and Next Steps. 3:55 PM 4:15 PM 20 min
IPDPS Coffee Break 4:15 PM 4:30 PM 15 min

Keynote: TBA

Abstract: TBA

Valeria Cardellini

Valeria Cardellini is a professor of Computer Science and Engineering at the University of Rome Tor Vergata, Italy. She earned her PhD in Computer Science from the University of Rome Tor Vergata in 2001. Her research focuses on distributed software systems, including cloud and edge computing systems and services, their resource management and self-adaptation, and quality assurance. She has co-authored more than 100 publications in international journals and conferences. Additionally, she serves on the editorial boards of IEEE Transactions on Parallel and Distributed Systems and Elsevier Journal of Parallel and Distributed Computing, as well as on the technical program committees of system and performance conferences.