Follow
Sasho Nedelkoski
Sasho Nedelkoski
data @ CARIAD
Verified email at cariad.technology - Homepage
Title
Cited by
Cited by
Year
Self-attentive classification-based anomaly detection in unstructured logs
S Nedelkoski, J Bogatinovski, A Acker, J Cardoso, O Kao
2020 IEEE International Conference on Data Mining (ICDM), 1196-1201, 2020
1122020
Anomaly detection from system tracing data using multimodal deep learning
S Nedelkoski, J Cardoso, O Kao
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 179-186, 2019
922019
Anomaly detection and classification using distributed tracing and deep learning
S Nedelkoski, J Cardoso, O Kao
2019 19th IEEE/ACM international symposium on cluster, cloud and grid …, 2019
822019
Self-supervised log parsing
S Nedelkoski, J Bogatinovski, A Acker, J Cardoso, O Kao
Machine Learning and Knowledge Discovery in Databases: Applied Data Science …, 2021
592021
Autoencoder-based condition monitoring and anomaly detection method for rotating machines
S Ahmad, K Styp-Rekowski, S Nedelkoski, O Kao
2020 IEEE International Conference on Big Data (Big Data), 4093-4102, 2020
442020
Self-supervised anomaly detection from distributed traces
J Bogatinovski, S Nedelkoski, J Cardoso, O Kao
2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing …, 2020
312020
Multi-source Distributed System Data for AI-Powered Analytics
S Nedelkoski, J Bogatinovski, M Ajay Kumar, S Becker, J Cardoso, O Kao
Service-Oriented and Cloud Computing: 8th IFIP WG 2.14 European Conference …, 2020
312020
Performance diagnosis in cloud microservices using deep learning
L Wu, J Bogatinovski, S Nedelkoski, J Tordsson, O Kao
International Conference on Service-Oriented Computing, 85-96, 2020
302020
A2log: Attentive augmented log anomaly detection
T Wittkopp, A Acker, S Nedelkoski, J Bogatinovski, D Scheinert, W Fan, ...
arXiv preprint arXiv:2109.09537, 2021
232021
Robust and transferable anomaly detection in log data using pre-trained language models
H Ott, J Bogatinovski, A Acker, S Nedelkoski, O Kao
2021 IEEE/ACM international workshop on cloud intelligence …, 2021
202021
Multi-source anomaly detection in distributed it systems
J Bogatinovski, S Nedelkoski
International Conference on Service-Oriented Computing, 201-213, 2020
142020
Artificial intelligence for it operations (aiops) workshop white paper
J Bogatinovski, S Nedelkoski, A Acker, F Schmidt, T Wittkopp, S Becker, ...
arXiv preprint arXiv:2101.06054, 2021
112021
Mary, Hugo, and Hugo*: Learning to schedule distributed data‐parallel processing jobs on shared clusters
L Thamsen, J Beilharz, V Thuy Tran, S Nedelkoski, O Kao
Concurrency and Computation: Practice and Experience, 2020
92020
Hugo: a cluster scheduler that efficiently learns to select complementary data-parallel jobs
L Thamsen, I Verbitskiy, S Nedelkoski, VT Tran, V Meyer, MG Xavier, ...
Euro-Par 2019: Parallel Processing Workshops: Euro-Par 2019 International …, 2020
62020
Learning more expressive joint distributions in multimodal variational methods
S Nedelkoski, M Bogojeski, O Kao
Machine Learning, Optimization, and Data Science: 6th International …, 2020
52020
Multilayer active learning for efficient learning and resource usage in distributed iot architectures
S Nedelkoski, L Thamsen, I Verbitskiy, O Kao
2019 IEEE International Conference on Edge Computing (EDGE), 8-12, 2019
42019
Machine learning for large scale manufacturing data with limited information
S Nedelkoski, G Stojanovski
2017 13th IEEE International Conference on Control & Automation (ICCA), 70-75, 2017
42017
Leveraging log instructions in log-based anomaly detection
J Bogatinovski, G Madjarov, S Nedelkoski, J Cardoso, O Kao
2022 IEEE International Conference on Services Computing (SCC), 321-326, 2022
32022
Superiority of simplicity: A lightweight model for network device workload prediction
A Acker, T Wittkopp, S Nedelkoski, J Bogatinovski, O Kao
2020 15th Conference on Computer Science and Information Systems (FedCSIS), 7-10, 2020
32020
Qulog: Data-driven approach for log instruction quality assessment
J Bogatinovski, S Nedelkoski, A Acker, J Cardoso, O Kao
Proceedings of the 30th IEEE/ACM International Conference on Program …, 2022
22022
The system can't perform the operation now. Try again later.
Articles 1–20