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:
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://ai4sys25.hotcrp.com/
Important Dates
- Paper submission deadline: April 11, 2025 (AoE)
- Author notification: May 2, 2025
- Camera ready submissions: May 16, 2025
- Workshop: July 20, 2025
Program
Coming soon
Committees
Organizing Committee
- Jay Lofstead (Sandia National Laboratories, USA)
- Jai Dayal (TBD)
- Thaleia Dimitra Doudali (IMDEA Software Institute, Spain)
Program Committee
Coming soon.
Past Editions
Contact
For any question email: thaleia.doudali [at] imdea.org