System and Architecture for Generative AI on the Edge/Mobile Platforms @ MICRO 2023 (Toronto, Canada) is an interdisciplinary workshop that brings together researchers in computer architecture and systems and machine learning. This workshop is meant to serve as a platform to promote discussions between researchers in the workshop’s target areas. Subject areas of the workshop included (but not limited to):
-
Mobile-specific architectural designs for generative AI models
-
System-level optimizations for efficient execution of generative AI on mobile devices
-
Energy-efficient techniques for training and inference of generative AI models
-
Model compression methods, such as sparsification and quantization, for reducing the memory footprint of generative AI on mobile platforms
-
Federated learning and collaborative techniques for training generative AI models on distributed mobile devices
-
Privacy-preserving and secure frameworks for generative AI on mobile platforms
-
Integration of generative AI into mobile applications and services
- Case studies and real-world deployments of generative AI on mobile platforms
- Wild and crazy ideas (WACI) of generative AI use cases
Important Dates
Submission date: 9/4 (Mon), 2023, 11:59pm AoE
Notification date: (Tentative) 9/22 (Fri), 2023
Workshop date: 10/28 (Sat), 2023
Submission Guidelines
We invite researchers and practitioners to submit original papers on their ongoing research related to architecture and system support for generative AI on mobile platforms. Submissions should follow the MICRO 2023 conference format and must not exceed 4 pages, including references. All submissions will undergo a peer-review process by the workshop’s program committee.
Submission link: https://openreview.net/group?id=ACM.org/MICRO/2023/Workshop/SAGE
Organizers and Contact Information
If you have questions, please feel free to contact the organizers via micro.sage2023@gmail.com.