[Storage-research-list] CFP 4th AISys workshop at HPDC 2026

['Lofstead, Jay F' via ECE Storage Research List]

Submissions Due (firm): April 05, 2026 AoE
Responses to Authors: April 30, 2026
Camera Ready due: May 7, 2026

This workshop solicits novel work that explores how to effectively incorporate AI tools into system management and monitoring, particularly for complex systems that support scientific and engineering workloads (i.e., cloud and HPC). Requested papers will address different problem areas, data availability to create models, privacy and security concerns for managing system data used for model creation, continuous model evolution and the impacts of chasing current workloads on a dynamic system, resource allocation efficiency through overlapping jobs based on job behavior patterns rather than avoiding it entirely, and other systems management related topics.

We also welcome work about system design focused on supporting AI workloads. Adapting existing system infrastructure to better support AI tools is an equally important and challenging opportunity. For example, managing storage, such as tiering and caching, to better feed ML algorithms or prioritizing task scheduling to balance data movement with training or inference can lead to lower training times and better energy efficiency. Other such concerns are also welcome.

More information can be found at
https://ai4sys.github.io

Any question can be sent to the organizers:

Jai Dayal (jai.dayalhpc at gmail.com) or
Jay Lofstead (lofsteadjaywork at gmail.com)