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Books and Theses
- 2019
[b1]Merve Astekin:
Scalable analysis of large-scale system logs for anomaly detection (). Özyeğin University, Turkey, 2019
Journal Articles
- 2019
- [j2]Mehmet S. Aktas
, Merve Astekin:
Provenance aware run-time verification of things for self-healing Internet of Things applications. Concurr. Comput. Pract. Exp. 31(3) (2019) - [j1]Merve Astekin, Harun Zengin, Hasan Sözer:
DILAF: A framework for distributed analysis of large-scale system logs for anomaly detection. Softw. Pract. Exp. 49(2): 153-170 (2019)
Conference and Workshop Papers
- 2024
- [c11]Merve Astekin, Max Hort, Leon Moonen:
A Comparative Study on Large Language Models for Log Parsing. ESEM 2024: 234-244 - [c10]Merve Astekin, Max Hort, Leon Moonen:
An Exploratory Study on How Non-Determinism in Large Language Models Affects Log Parsing. InteNSE 2024: 13-18 - 2022
- [c9]Moeen Ali Naqvi, Sehrish Malik, Merve Astekin, Leon Moonen:
On Evaluating Self-Adaptive and Self-Healing Systems using Chaos Engineering. ACSOS 2022: 1-10 - 2021
- [c8]Selim Ozcan, Merve Astekin, William Bradley Glisson, Kim-Kwang Raymond Choo:
DIEF: An Autopsy Module for Distributed Identification of E-mail Files from Disk Images. iSCI 2021: 53-61 - [c7]Moeen Ali Naqvi, Merve Astekin, Sehrish Malik, Leon Moonen:
Adaptive Immunity for Software: Towards Autonomous Self-healing Systems. SANER 2021: 521-525 - 2020
- [c6]Selim Ozcan, Merve Astekin, Narasimha K. Shashidhar, Bing Zhou:
Centrality and Scalability Analysis on Distributed Graph of Large-Scale E-mail Dataset for Digital Forensics. IEEE BigData 2020: 2318-2327 - 2019
- [c5]Merve Astekin, Selim Özcan, Hasan Sözer:
Incremental Analysis of Large-Scale System Logs for Anomaly Detection. IEEE BigData 2019: 2119-2127 - 2018
- [c4]Merve Astekin, Harun Zengin, Hasan Sözer:
Evaluation of Distributed Machine Learning Algorithms for Anomaly Detection from Large-Scale System Logs: A Case Study. IEEE BigData 2018: 2071-2077 - 2016
- [c3]Bahadir Dundar, Merve Astekin, Mehmet S. Aktas:
A Big Data Processing Framework for Self-Healing Internet of Things Applications. SKG 2016: 62-68 - 2013
- [c2]Ali Gürbüz, Aysegül Kurt, Merve Astekin, Mustafa Sari, Mehmet Sahinoglu:
Projede Bir Müşteri Avukatı: Bağımsız DG Ekibi. UYMS 2013 - 2012
- [c1]Merve Astekin, Hasan Sözer:
Utilizing Clone Detection for Domain Analysis of Simulation Systems. WICSA/ECSA 2012: 287-291
Informal and Other Publications
- 2024
- [i3]Merve Astekin, Max Hort, Leon Moonen:
A Comparative Study on Large Language Models for Log Parsing. CoRR abs/2409.02474 (2024) - 2022
- [i2]Moeen Ali Naqvi, Sehrish Malik, Merve Astekin, Leon Moonen:
On Evaluating Self-Adaptive and Self-Healing Systems using Chaos Engineering. CoRR abs/2208.13227 (2022) - 2021
- [i1]Moeen Ali Naqvi, Merve Astekin, Sehrish Malik, Leon Moonen:
Adaptive Immunity for Software: Towards Autonomous Self-healing Systems. CoRR abs/2101.02534 (2021)
Coauthor Index
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