3 papers
cs.DC2025
ADApt: Edge Device Anomaly Detection and Microservice Replica Prediction
Narges Mehran, Nikolay Nikolov, Radu Prodan +4
The increased usage of Internet of Things devices at the network edge and the proliferation of microservice-based applications create new orchestration challenges in Edge computing…
cs.DC2024
Comparison of Microservice Call Rate Predictions for Replication in the Cloud
Narges Mehran, Arman Haghighi, Pedram Aminharati +4
Today, many users deploy their microservice-based applications with various interconnections on a cluster of Cloud machines, subject to stochastic changes due to dynamic user requi…
cs.AI2023
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case
Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng +5
Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented amount of data from factory production, posing big data challenges in volume and variety. In that contex…