[hpc-announce] [AI4Sys 2025] - Deadline Extension - 3rd Workshop on AI for Systems

[Jai Dayal]

Call for Papers:
AI/ML techniques are being incorporated into all aspects of the
scientific and engineering process. One early effort area has been to
replace previous autonomic system components with AI models that can
offer more nuanced and continuously updated automation behavior. Work
has been done to try to predict IO behavior to enable more efficient
machine throughput, log monitoring to detect patterns that may reveal
either security concerns or faulty components that fail in consistent,
but unusual ways, and to manage applications and caches to better
address the system at a whole than by individual components. All of
these and many more system-related tasks address a complex, sometimes
intractable problem, and seeks to use AI tools to offer better
solutions than either heuristics or scope limited solutions that have
existed previously.

This workshop solicits novel work that explores how to effectively
incorporate AI into system management and monitoring, particularly for
complex systems that support scientific and engineering workloads
(i.e., cloud and HPC).

Areas of interest and domains of work include, but are not limited to:
    - Tools and runtimes for incorporating AI into systems
    - 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
    - AI algorithms for systems problems
    - Subsystem related optimizations including operating systems,
data migration, storage, job management, resource allocation, and
related topics
    - Position and experience papers on using AI in systems

Submission:
Submitted papers need to be formatted in the ACM conference format,
with a page limit of no more than 5 pages long including everything
except references. Accepted papers will be published in the ACM
proceedings. Submissions will be peer-reviewed in a single blind way;
author names and affiliations need to appear in the paper submission,
but reviewer names will remain anonymous.

Submission Link: https://urldefense.us/v3/__https://ai4sys25.hotcrp.com/__;!!G_uCfscf7eWS!Y86qyBZ2hqVp2KHt_9mrFfNNEG38kvDjd3fwDSKEYFFht5eRhxoXNOLm_9Cx2JmkxlASnw6nGWdkbsMnheWQysDk$ 

Important Dates:
    - Paper submission deadline: April 18, 2025 (AoE)
    - Author notification: May 6, 2025
    - Camera ready submissions: May 16, 2025
    - Workshop: July 20, 2025

Program
- Coming soon

Organizing Committee:
    - Jay Lofstead (Sandia National Laboratories, USA)
    - Jai Dayal (Cerebras Systems, USA)
    - Thaleia Dimitra Doudali (IMDEA Software Institute, Spain)

Program Committee:
    - Pamela Delgado (HES-SO, Switzerland)
    - Gal Oren (Technion, Israel)
    - Dimitris Chatzopoulos (UC Dublin, Ireland)
    - Kevin Menear (National Renewable Energy Laboratory, USA)