Research topic
This topic page groups Naser Ezzati-Jivan research papers related to adaptive scheduling. Each linked record provides the paper's problem, method, findings, limitations, keywords, and authoritative source links.
Related search terms: adaptive scheduling
2 papers in this topic, ordered newest first. The detailed paper records contain the evidence-grounded methods, tools, datasets, findings, and citation guidance.
2025 · arXiv / CoRR
DEBA is an architecture-aware adaptive batch scheduler that uses training-stability signals to decide when and how to change batch size.
Keywords: DEBA · adaptive batch size · gradient variance · training speedup · ResNet
2023 · 2023 IEEE International Conference on Software Engineering and Research (SERA)
The paper presents a multi-level adaptive tracing workflow that uses lightweight stress detection and performance evidence to change the application/kernel instrumentation scope during an investigation.
Keywords: adaptive execution tracing · time-series trends · multi-level tracing · kernel tracing · performance analysis