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Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond

, , , , , and . WorkingPaper, (Apr 17, 2023)
DOI: 10.48550/arXiv.2304.08319

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ADA-FS—Advanced Data Placement via Ad hoc File Systems at Extreme Scales, , , , , and . Software for Exascale Computing-SPPEXA 2016-2019, page 29--59. Springer International Publishing, (2020)Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond, , , , , and . WorkingPaper, (Apr 17, 2023)Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection., , , , , , and . CoRR, (2023)Seamless HPC Integration of Data-Intensive KNIME Workflows via UNICORE, , , , , and . Euro-Par 2016: Parallel Processing Workshops, page 480--491. Cham, Springer International Publishing, (2017)Lessons Learned from Spatial and Temporal Correlation of Node Failures in High Performance Computers, , , and . Proceedings of the 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), page 377--381. Heraklion, Crete, Greece, IEEE, (February 2016)Towards Computational Performance Engineering for Unsupervised Concept Drift Detection -- Complexities, Benchmarking, Performance Analysis, , , , , and . (2024)Architectural implications for exascale based on big data workflow requirements, , , , and . Big Data and High Performance Computing, IOS Press, (2015)Execution environments for Big Data: Challenges for user centric scenarios, , and . BDEC white paper BDEC. Proc. Int. Workshop on Extreme Scale Scientific Computing (Big Data and Extreme Computing, BDEC), Barcelona, (2015)Toward Resilience in HPC: A Prototype to Analyze and Predict System Behavior, , and . International Supercomputing Conference (ISC), Frankfurt, Germany, (June 2016)Big Data Competence Center ScaDS Dresden/Leipzig: Overview and selected research activities, , , , , , , , and . Datenbank Spektrum, 19 (1): 5--16 (March 2019)