Merve Astekin
SINTEF(NO)SINTEF Digital
Publications by Year
Research Areas
Software System Performance and Reliability, Network Security and Intrusion Detection, Software Engineering Research, Anomaly Detection Techniques and Applications, Software Engineering Techniques and Practices
Most-Cited Works
- → Provenance aware run‐time verification of things for self‐healing Internet of Things applications(2017)72 cited
- → A Big Data Processing Framework for Self-Healing Internet of Things Applications(2016)38 cited
- → Evaluation of Distributed Machine Learning Algorithms for Anomaly Detection from Large-Scale System Logs: A Case Study(2018)17 cited
- → Incremental Analysis of Large-Scale System Logs for Anomaly Detection(2019)17 cited
- → On Evaluating Self-Adaptive and Self-Healing Systems using Chaos Engineering(2022)17 cited
- → DILAF: A framework for distributed analysis of large‐scale system logs for anomaly detection(2018)16 cited
- → Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency(2025)13 cited
- → An Exploratory Study on How Non-Determinism in Large Language Models Affects Log Parsing(2024)8 cited
- → A Comparative Study on Large Language Models for Log Parsing(2024)6 cited
- → Centrality and Scalability Analysis on Distributed Graph of Large-Scale E-mail Dataset for Digital Forensics(2020)4 cited