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Learning to Learn in Collective Adaptive Systems: Mining Design Patterns for Data-driven Reasoning.

, , , , , , and . ACSOS Companion, page 121-126. IEEE, (2020)

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To Fail or Not to Fail: Predicting Hard Disk Drive Failure Time Windows., , , , and . MMB, volume 12040 of Lecture Notes in Computer Science, page 19-36. Springer, (2020)Sizeless: Predicting the optimal size of serverless functions., , , , , and . CoRR, (2020)A Taxonomy of Techniques for SLO Failure Prediction in Software Systems, , , , , and . Computers, 9 (1): 10 (2020)Using Machine Learning for Recommending Service Demand Estimation Approaches, , , and . Proceedings of the 8th International Conference on Cloud Computing and Services Science (CLOSER 2018), page 473--480. INSTICC, SciTePress, (March 2018)Model-based performance predictions for SDN-based networks: A case study, , , , , and . Measurement, Modelling and Evaluation of Computing Systems: 20th International GI/ITG Conference, MMB 2020, Saarbrücken, Germany, March 16--18, 2020, Proceedings 20, page 82--98. Springer International Publishing, (2020)The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms., , , , , , , , , and . IEEE Internet Comput., 23 (6): 7-18 (2019)Model Learning for Performance Prediction of Cloud-native Microservice Applications.. Julius Maximilians University Würzburg, Germany, (2022)Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques., , , , , and . MASCOTS, page 309-322. IEEE Computer Society, (2019)Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning., , , , and . Middleware, page 149-162. ACM, (2019)Systematic Search for Optimal Resource Configurations of Distributed Applications., , , , and . FAS*W@SASO/ICAC, page 120-125. IEEE, (2019)