Odej Kao
- Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs
2020/08/21 by Sasho Nedelkoski, Jasmin Bogatinovski, Nedelkoski, Sasho +7 · 8 citations
Computer Science · #Software System Performance and Reliability #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection
- Self-Supervised Log Parsing
2020/03/17 by Sasho Nedelkoski, Jasmin Bogatinovski, Nedelkoski, Sasho +7 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
- Lotaru: Locally predicting workflow task runtimes for resource management on heterogeneous infrastructures
2023/09/03 by Jonathan Bader, Fabian Lehmann, Lauritz Thamsen +2 · 1 voice · 4 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems
- LogRCA: Log-based Root Cause Analysis for Distributed Services
2024/05/22 by Thorsten Wittkopp, Wittkopp, Thorsten, Philipp Wiesner +3 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services
- Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models
2021/02/23 by Harold Ott, Jasmin Bogatinovski, Ott, Harold +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Software Engineering (cs.SE) #Software System Performance and Reliability
- Carbon-Awareness in CI/CD
2023/10/28 by H. Ward Classen, Claßen, Henrik, Thierfeldt, Jonas +5 · 2 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms
2021/03/10 by Ana Juan Ferrer, Soeren Becker, Ferrer, Ana Juan +7 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed systems and fault tolerance #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
- Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper
2021/01/15 by Jasmin Bogatinovski, Bogatinovski, Jasmin, Sasho Nedelkoski +12 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Software System Performance and Reliability
- Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations
2025/07/15 by Miray Özcan, Özcan, Miray, Philipp Wiesner +5 · 2 voices · 3 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Nuclear reactor physics and engineering #Parallel #and Cluster Computing (cs.DC) #cs.DC
- Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward
2022/08/11 by Soeren Becker, Tobias Pfandzelter, Becker, Soeren +7 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Software System Performance and Reliability #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)
- The Stratosphere platform for big data analytics
2014/05/05 by A. Alexandrov, Alexander Alexandrov, Rico Bergmann +16 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Graph Theory and Algorithms