Real-Time Anomaly Detection of NoSQL Systems Based on Resource Usage Monitoring. - Spyridon Chouliaras; Stelios Sotiriadis (IEEE Trans. Ind. Informatics, 2020)

Detecting Performance Degradation in Cloud Systems Using LSTM Autoencoders. - Spyridon Chouliaras; Stelios Sotiriadis (AINA (2), 2021)

Inferring Anomalies from Cloud Metrics Using Recurrent Neural Networks. - Spyridon Chouliaras; Stelios Sotiriadis (NBiS, 2021)

SONA Dataset. - Spyridon Chouliaras; Stelios Sotiriadis (IEEE DataPort, 2021)

Open-Source Publish-Subscribe Systems: A Comparative Study. - Apostolos Lazidis; Euripides G. M. Petrakis; Spyridon Chouliaras; Stelios Sotiriadis (AINA (1), 2022)

Auto-scaling containerized cloud applications: A workload-driven approach. - Spyridon Chouliaras; Stelios Sotiriadis (Simul. Model. Pract. Theory, 2022)

Adaptive resource provisioning in cloud computing environments. - Spyridon Chouliaras (2023)

An adaptive auto-scaling framework for cloud resource provisioning. - Spyridon Chouliaras; Stelios Sotiriadis (Future Gener. Comput. Syst., 2023)

Towards constrained optimization of cloud applications: A hybrid approach. - Spyridon Chouliaras; Stelios Sotiriadis (Future Gener. Comput. Syst., 2024)