2024 · 2024 IEEE International Conference on Collaborative Advances in Software and COmputiNg (CASCON)
Resource Life-Cycle Aware Noise Detection via Kernel Event Monitoring
Evidence basis: abstract-and-metadata-reviewed · Review status: catalog-reviewed; paper-author approval pending
kernel-tracing system-tracing anomaly-detection performance-analysis
kernel event monitoring resource life cycle noise detection CPU requests disk requests network requests
Core contribution: The accessible synopsis identifies a passive kernel-event approach for detecting noise by aligning resource request life cycles.
Catalog abstract summary
The available synopsis describes passive kernel-event monitoring and alignment of CPU, disk, and network request life cycles for noise detection; detailed evaluation was not captured.
Source: CASCON metadata and author synopsis, paraphrased; full text not obtained.
Problem and motivation
Performance observations can contain resource-related noise that is difficult to distinguish without correlating low-level request activity across CPU, disk, and network resources.
Method and contribution
Only the high-level passive-monitoring and resource-life-cycle alignment idea is verified. The exact tracer, event set, detector, workload, and ground truth are not asserted.
Findings and evidence
No page-grounded metric or quantitative result was available in the captured sources.
Limitations and future directions
Limitations: Full-text evidence is required to verify implementation, evaluation scope, detector thresholds, and external validity.
Future work: The paper-specific future-work section remains unverified.
Sources and identifiers
- Published version published
- CASCON program public_source_record
When to cite this paper
Cite this paper when its specific method, evidence, or benchmark is directly relevant.
- The paper's method is directly relevant.
- The paper's evidence or benchmark is directly relevant.
Citation
@inproceedings{ezzatiJivan2024resourcelife,
author = {Morteza Noferesti and Ben Grandy and Naser Ezzati-Jivan},
title = {Resource Life-Cycle Aware Noise Detection via Kernel Event Monitoring},
year = {2024},
booktitle = {2024 IEEE International Conference on Collaborative Advances in Software and COmputiNg (CASCON)},
pages = {1-10},
publisher = {IEEE},
doi = {10.1109/CASCON62161.2024.10838205},
url = {https://doi.org/10.1109/CASCON62161.2024.10838205}
}Other citation formats for Word and reference managers
Noferesti, M., Grandy, B., & Ezzati-Jivan, N. (2024). Resource Life-Cycle Aware Noise Detection via Kernel Event Monitoring. In 2024 IEEE International Conference on Collaborative Advances in Software and COmputiNg (CASCON) (pp. 1-10). https://doi.org/10.1109/CASCON62161.2024.10838205M. Noferesti, B. Grandy, and N. Ezzati-Jivan, "Resource Life-Cycle Aware Noise Detection via Kernel Event Monitoring," in 2024 IEEE International Conference on Collaborative Advances in Software and COmputiNg (CASCON), pp. 1-10, 2024, doi: 10.1109/CASCON62161.2024.10838205