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On the Detection and Interpretation of Performance Variations of HPC Applications

, , , and . Sustained Simulation Performance 2018 and 2019, Springer, (2020)

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Towards Seamless Integration of Data Analytics into Existing HPC Infrastructures, , , , and . In Proceedings of the Cray User Group (CUG), Redmond, WA, USA, (May 2017)Optimizing data management for MapReduce applications on large-scale distributed infrastructures. (Optimisation de la gestion des données pour les applications MapReduce sur des infrastructures distribuées à grande échelle).. École normale supérieure de Cachan, France, (2011)Scalable high-dimensional indexing with Hadoop., , , and . CBMI, page 207-212. IEEE, (2013)Recombination of Artificial Neural Networks., , , , , , , and . CoRR, (2019)CosmoFlow: Using Deep Learning to Learn the Universe at Scale., , , , , , , , , and 7 other author(s). CoRR, (2018)MapReduce Applications in the Cloud: A Cost Evaluation of Computation and Storage., and . Globe, volume 7450 of Lecture Notes in Computer Science, page 37-48. Springer, (2012)BlobSeer: Next-generation data management for large scale infrastructures., , , , and . J. Parallel Distrib. Comput., 71 (2): 169-184 (2011)Terabyte-scale image similarity search: Experience and best practice., , , and . BigData, page 674-682. IEEE Computer Society, (2013)CosmoFlow: using deep learning to learn the universe at scale., , , , , , , , , and 7 other author(s). SC, page 65:1-65:11. IEEE / ACM, (2018)Improving the Hadoop map/reduce framework to support concurrent appends through the BlobSeer BLOB management system., , and . HPDC, page 834-840. ACM, (2010)