Baumann P, Merticariu V, Misev D, Pham Huu B and Langella G.
(2024). Datacubes as enabler for advanced decision support systems in land management. Land Degradation & Development. 10.1002/ldr.5153. 35:11. (3579-3592). Online publication date: 15-Jul-2024.
Lu T, Zhong Y, Sun Z, Chen X, Zhou Y, Wu F, Yang Y, Huang Y and Yang Y. ADT-FSE: A New Encoder for SZ. Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. (1-13).
Schüle M, Lang H, Springer M, Kemper A, Neumann T and Günnemann S.
(2022). Recursive SQL and GPU-support for in-database machine learning. Distributed and Parallel Databases. 10.1007/s10619-022-07417-7. 40:2-3. (205-259). Online publication date: 1-Sep-2022.
Henneberg J, Schuhknecht F, Reutter P, Brast N and Spichtinger P. Northlight: Declarative and Optimized Analysis of Atmospheric Datasets in SparkSQL. Proceedings of the 34th International Conference on Scientific and Statistical Database Management. (1-12).
Wu J, Wu M, Li H, Li L and Li L.
(2022). A Serverless-Based, On-the-Fly Computing Framework for Remote Sensing Image Collection. Remote Sensing. 10.3390/rs14071728. 14:7. (1728).
Wu S, Chen H, Jin H and Ibrahim S. Shadow: Exploiting the Power of Choice for Efficient Shuffling in MapReduce. IEEE Transactions on Big Data. 10.1109/TBDATA.2019.2943473. 8:1. (253-267).
Campos Escobar O, Misev D and Baumann P.
(2020). Making an Array Database Language Server-Side Extensible 2020 IEEE International Conference on Big Data (Big Data). 10.1109/BigData50022.2020.9378108. 978-1-7281-6251-5. (2743-2750).
Dumont V, Tribaldos V, Ajo-Franklin J and Wu K.
(2020). Deep Learning for Surface Wave Identification in Distributed Acoustic Sensing Data 2020 IEEE International Conference on Big Data (Big Data). 10.1109/BigData50022.2020.9378084. 978-1-7281-6251-5. (1293-1300).
Dong B, Tribaldos V, Xing X, Byna S, Ajo-Franklin J and Wu K.
(2020). DASSA: Parallel DAS Data Storage and Analysis for Subsurface Event Detection 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS). 10.1109/IPDPS47924.2020.00035. 978-1-7281-6876-0. (254-263).
Lu Y, Cheng P and Chen Z.
(2020). Design and Implementation of the Tianhe-2 Data Storage and Management System. Journal of Computer Science and Technology. 10.1007/s11390-020-9799-4. 35:1. (27-46). Online publication date: 1-Jan-2020.
Warren R, Soumagne J, Mu J, Tang H, Byna S, Dong B and Koziol Q.
(2019). Analysis in the Data Path of an Object-Centric Data Management System 2019 IEEE 26th International Conference on High Performance Computing, Data, and Analytics (HiPC). 10.1109/HiPC.2019.00020. 978-1-7281-4535-8. (73-82).
Zou X, Lu T, Di S, Tao D, Xia W, Wang X, Zhang W and Liao Q.
(2019). Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS). 10.1109/HPCC/SmartCity/DSS.2019.00246. 978-1-7281-2058-4. (1791-1797).
Dong B, Kilian P, Li X, Guo F, Byna S and Wu K. Terabyte-scale Particle Data Analysis. Proceedings of the 31st International Conference on Scientific and Statistical Database Management. (202-205).
Cheng P, Lu Y, Du Y and Chen Z.
(2019). Tiered data management system: Accelerating data processing on HPC systems. Future Generation Computer Systems. 10.1016/j.future.2019.07.046. Online publication date: 1-Jul-2019.
Zou X, Lu T, Xia W, Wang X, Zhang W, Di S, Tao D and Cappello F.
(2019). Accelerating Relative-error Bounded Lossy Compression for HPC datasets with Precomputation-Based Mechanisms 2019 35th Symposium on Mass Storage Systems and Technologies (MSST). 10.1109/MSST.2019.00-15. 978-1-7281-3920-3. (65-78).
Nguyen B, Tan H, Davis K and Zhang X. Persistent Octrees for Parallel Mesh Refinement through Non-Volatile Byte-Addressable Memory. IEEE Transactions on Parallel and Distributed Systems. 10.1109/TPDS.2018.2867867. 30:3. (677-691).
Dong B, Wu K, Byna S and Tang H.
(2019). SLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis. High Performance Computing. 10.1007/978-3-030-20656-7_4. (61-80).
Dong B, Wang T, Tang H, Koziol Q, Wu K and Byna S.
(2018). ARCHIE: Data Analysis Acceleration with Array Caching in Hierarchical Storage 2018 IEEE International Conference on Big Data (Big Data). 10.1109/BigData.2018.8622616. 978-1-5386-5035-6. (211-220).
Feng K, Sun X, Yang X and Zhou S.
(2018). SciDP: Support HPC and Big Data Applications via Integrated Scientific Data Processing 2018 IEEE International Conference on Cluster Computing (CLUSTER). 10.1109/CLUSTER.2018.00023. 978-1-5386-8319-4. (114-123).
Lu M, Appel M and Pebesma E.
(2018). Multidimensional Arrays for Analysing Geoscientific Data. ISPRS International Journal of Geo-Information. 10.3390/ijgi7080313. 7:8. (313).
Lu T, Liu Q, He X, Luo H, Suchyta E, Choi J, Podhorszki N, Klasky S, Wolf M, Liu T and Qiao Z.
(2018). Understanding and Modeling Lossy Compression Schemes on HPC Scientific Data 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS). 10.1109/IPDPS.2018.00044. 978-1-5386-4368-6. (348-357).