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Spyridon Chouliaras

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2020 – today

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2024
[j4]
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Spyridon Chouliaras, Stelios Sotiriadis:
Towards constrained optimization of cloud applications: A hybrid approach. Future Gener. Comput. Syst. 151: 100-110 (2024)
2023
[b1]
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Spyridon Chouliaras:
Adaptive resource provisioning in cloud computing environments. University of London, Birkbeck, UK, 2023
[j3]
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Spyridon Chouliaras, Stelios Sotiriadis:
An adaptive auto-scaling framework for cloud resource provisioning. Future Gener. Comput. Syst. 148: 173-183 (2023)
2022
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Spyridon Chouliaras, Stelios Sotiriadis:
Auto-scaling containerized cloud applications: A workload-driven approach. Simul. Model. Pract. Theory 121: 102654 (2022)
[c3]
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  - conf/aina/LazidisPCS22
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Apostolos Lazidis, Euripides G. M. Petrakis, Spyridon Chouliaras, Stelios Sotiriadis:
Open-Source Publish-Subscribe Systems: A Comparative Study. AINA (1) 2022: 105-115
2021
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Spyridon Chouliaras, Stelios Sotiriadis:
Detecting Performance Degradation in Cloud Systems Using LSTM Autoencoders. AINA (2) 2021: 472-481
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Spyridon Chouliaras, Stelios Sotiriadis:
Inferring Anomalies from Cloud Metrics Using Recurrent Neural Networks. NBiS 2021: 154-164
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Spyridon Chouliaras, Stelios Sotiriadis:
SONA Dataset. IEEE DataPort, 2021
2020
[j1]
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Spyridon Chouliaras, Stelios Sotiriadis:
Real-Time Anomaly Detection of NoSQL Systems Based on Resource Usage Monitoring. IEEE Trans. Ind. Informatics 16(9): 6042-6049 (2020)

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