[hpc-announce] [CFP] Distributed AI/ML at the Resource-Constrained Edge @ MILCOM 2025 - papers due 12 Aug 2025

[Raffaele Galliera]

Call for Papers:  The 3rd IEEE Workshop on Distributed AI/ML at the
Resource-Constrained Edge @ MILCOM 2025

TL;DR: DistAI is co-located with IEEE MILCOM 2025, which will take
place in Los Angeles, CA, USA, Oct. 6 --Oct. 10, 2025.  Submission
Deadline: August 12th. Submission link: https://urldefense.us/v3/__https://edas.info/N33978__;!!G_uCfscf7eWS!aXzhGVWF3hga4WegBgsqlRkKvZkcSx-bZUD0O2EQmDsSA2_ylrVv7e-zfdDjipE0UIKaDi-cCn7wMmYSC4kxCsK11GPm$  .

Webpage: https://urldefense.us/v3/__https://sites.google.com/uic.edu/distributedaiml2025/home__;!!G_uCfscf7eWS!aXzhGVWF3hga4WegBgsqlRkKvZkcSx-bZUD0O2EQmDsSA2_ylrVv7e-zfdDjipE0UIKaDi-cCn7wMmYSC4kxCl4ZPCSi$ 

This workshop focuses on the AI/ML mechanisms over edge networks by
exploiting techniques including communication-efficient distributed
AI/ML, conditional computation, and decentralized learning. We invite
researchers to contribute their novel research results that advance
the development of distributed AI/ML at the resource-constrained edge.
Topics of interest include, but are not limited to:

-   Communication-Efficient Distributed AI/ML.
-   Model-Distributed Training and Inference
-   Split Learning
-   Conditional Computation at the Edge
-   Decentralized Learning at the Edge
-   Random Walk-Based Learning
-   Coded Computation for Distributed AI/ML
-   Security and Privacy for Distributed AI/ML
-   AI/ML-Based Resource Management at the Edge
-   Trustworthy AI for Resource-Constrained Edge
-   Dynamic Edge Neural Networks
-   Reinforcement Learning for Network Optimization
-   Multi-Agent Reinforcement Learning

Important Dates:
Paper Submission:                August 12, 2025
Acceptance Notification:     September 9, 2025
Camera Ready Submission: September 15, 2025

Paper Submissions: Authors are invited to submit original, unpublished
papers not under review elsewhere. Submissions will be subjected to a
peer review process. All submissions should be written in English with
draft papers up to six (6) printed pages in length, two-column,
single-spaced with 10-point font on US Letter paper. Final papers that
exceed six (6) pages will be assessed a per-page over-length charge of
$150/page, up to a maximum of eight (8) total pages. Please submit
your papers via https://urldefense.us/v3/__https://edas.info/N33978__;!!G_uCfscf7eWS!aXzhGVWF3hga4WegBgsqlRkKvZkcSx-bZUD0O2EQmDsSA2_ylrVv7e-zfdDjipE0UIKaDi-cCn7wMmYSC4kxCsK11GPm$ 

Organizers:
Scott Brown, US Army Research Lab
Matt Dwyer, US Army Research Lab
Salim El Rouayheb, Rutgers University
Raffaele Galliera, University of West Florida & IHMC
Erdem Koyuncu, University of Illinois Chicago
Hulya Seferoglu, University of Illinois Chicago