Research topic
This topic page groups Naser Ezzati-Jivan research papers related to predictive monitoring. Each linked record provides the paper's problem, method, findings, limitations, keywords, and authoritative source links.
Related search terms: predictive monitoring
4 papers in this topic, ordered newest first. The detailed paper records contain the evidence-grounded methods, tools, datasets, findings, and citation guidance.
2025 · ACM/SPEC International Conference on Performance Engineering (ICPE)
The paper applies graph attention networks to predict future interactions in microservice call graphs, supporting proactive monitoring.
Keywords: microservice call graphs · link prediction · graph attention networks · temporal segmentation · negative sampling
2024 · 2024 IEEE International Conference on Big Data (BigData)
The paper evaluates whether software-energy predictors transfer across applications when they use hardware-performance and operating-system event representations rather than application-specific measurements alone.
Keywords: software energy consumption · predictive models · energy efficiency · software environments · IEEE Big Data 2024
2024 · 2024 IEEE International Conference on Collaborative Advances in Software and COmputiNg (CASCON)
MemAdapt forecasts memory behavior under irregular sampling and uses the forecast to choose an adaptive monitoring rate that balances estimation quality with collection overhead.
Keywords: memory monitoring · irregular sampling · adaptive monitoring · time series · memory usage
2023 · IEEE International Conference on Big Data
AltOOM combines early memory-pressure forecasting with selective process-level profiling to identify the process most responsible for an impending out-of-memory event.
Keywords: out-of-memory · OOM diagnosis · data-driven RCA · resource analysis · memory pressure forecasting