Browsing by Author "Astekin, Merve"
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A big data processing framework for self-healing internet of things applications
Dundar, B.; Astekin, Merve; Aktas, M. S. (IEEE, 2016)In this study, we introduce a big data processing framework that provides self-healing capability in the Internet of Things domain. We discuss the high-level architecture of this framework and its prototype implementation. ... -
Provenance aware run-time verification of things for self-healing Internet of Things applications
Aktas, M. S.; Astekin, Merve (Wiley, 2019-02-10)We propose a run-time verification mechanism of things for self-healing capability in the Internet of Things domain. We discuss the software architecture of the proposed verification mechanism and its prototype implementations. ... -
Scalable analysis of large-scale system logs for anomaly detection
Astekin, Merve (2019-05-30)System logs provide information regarding the status of system components and various events that occur at runtime. This information can support fault detection, diagnosis and prediction activities. However, it is a ...
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