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Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management.

D. Carrera, G. Casale, T. Inoue, H. Lutfiyya, J. Wang, and A. Zincir-Heywood. IEEE Trans. Network and Service Management, 16 (3): 797-799 (2019)

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Dr. Marie Davidova University of Stuttgart

David Inkermann

David Briesenick University of Stuttgart

David Gudnason University of Stuttgart

David Stieler University of Stuttgart

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In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection.H. Fabelo, S. Ortega, A. Szolna, D. Bulters, J. Piñeiro, S. Kabwama, A. O'Shanahan, H. Bulstrode, S. Bisshopp, B. Kiran and 18 other author(s). IEEE Access, (2019)Autonomic Placement of Mixed Batch and Transactional Workloads.D. Carrera, M. Steinder, I. Whalley, J. Torres, and E. Ayguadé. IEEE Trans. Parallel Distrib. Syst., 23 (2): 219-231 (2012)Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions.Á. Villalba, J. Berral, and D. Carrera. IEEE Trans. Parallel Distrib. Syst., 30 (3): 486-500 (2019)Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads.N. Cadenelli, Z. Jaksic, J. Polo, and D. Carrera. Future Generation Comp. Syst., (2019)Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain.H. Fabelo, M. Halicek, S. Ortega, M. Shahedi, A. Szolna, J. Piñeiro, C. Sosa, A. O'Shanahan, S. Bisshopp, C. Palma and 7 other author(s). Sensors, 19 (4): 920 (2019)Early Termination of Failed HPC Jobs Through Machine and Deep Learning.M. Zasadzinski, V. Muntés-Mulero, M. Solé, D. Carrera, and T. Ludwig. Euro-Par, volume 11014 of Lecture Notes in Computer Science, page 163-177. Springer, (2018)Characterization of workload and resource consumption for an online travel and booking site.N. Poggi, D. Carrera, R. Gavaldà, J. Torres, and E. Ayguadé. IISWC, page 1-10. IEEE Computer Society, (2010)ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments.J. Berral, N. Poggi, D. Carrera, A. Call, R. Reinauer, and D. Green. KDD, page 1701-1710. ACM, (2015)Monitoring and Analysis Framework for Grid Middleware.R. Nou, F. Julià, D. Carrera, K. Hogan, J. Caubet, J. Labarta, and J. Torres. PDP, page 129-133. IEEE Computer Society, (2007)Managing SLAs of heterogeneous workloads using dynamic application placement.D. Carrera, M. Steinder, I. Whalley, J. Torres, and E. Ayguadé. HPDC, page 217-218. ACM, (2008)