Dr. Davor Davidović

• 09/2008 - today: Postgraduate study, Computer science, Faculty of Electrical Engineering and Computing, University of Zagreb
• 09/2003 - 04/2008: Faculty of Science, Department of Mathematics, University of Zagreb, M.Sc.
• 09/1999 - 05/2003: High Grammar School, Križanićeva, Zagreb

• Croatian-German bilateral project "Optimization of Materials Science algorithms on hybrid HPC platforms" 2019-2020, Rudjer Boskovic Institute, Faculty of Mechanics and Naval Architecture University of Zagreb and Juelich Supercomputing Centre, Germany
• Croatian-German bilateral project "High-performance tensor contractions on hybrid computing architectures" 2016-2017, Rudjer Boskovic Institute, Faculty of Mechanics and Naval Architecture University of Zagreb and RWTH Aachen, Germany

• The best paper award, event 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Opatija, Croatia. Paper title: “Cloudflow - A Framework for MapReduce Pipeline Development in Biomedical Research”. Authors: Lukas Forer, Enis Afgan, Hansi Weißensteiner, Davor Davidovic, Gunter Specht, Florian Kronenberg, Sebastian Schonherr

• Silver Plaque „Josip Loncar“ for an outstanding doctoral dissertation awarded by the Faculty of Electrical Engineering and Computing, University of Zagreb, 2014

Publishing in journals indexed in Current Contents:

• Sapunar, Marin; Piteša, Tomislav; Davidović, Davor; Došlić, Nađa: Highly Efficient Algorithms for CIS Type Excited State Wave Function Overlaps. Journal of chemical theory and computation, 15 (2019), 6; 3461-3469 doi:10.1021/acs.jctc.9b00235
• Davidović, Davor; Fabregat-Traver, Diego; Höhnerbach, Markus; Di Napoli, Edoardo: Accelerating the computation of FLAPW methods on heterogeneous architectures. Concurrency and computation-practice & experience, 30 (2018), 24; e4905, 14 doi:10.1002/cpe.4905
• Aliaga, José I.; Alonso, Pedro; Badía, José M.; Chacón, Pablo; Davidović, Davor; López-Blanco, José R.; Quintana-Ortí, Enrique S.: Fast band-Krylov eigensolver for macromolecular functional motion simulation on multicore architectures and graphics processors. Journal of computational physics, 309 (2016), pp. 314-323
• Aliaga, Jose I.; Badia. José M.; Castillo, Maribel; Davidović, Davor; Mayo, Rafael; Quintana-Orti, Enrique S.: Out-of-Core Macromolecular Simulations on Multithreaded Architectures. Concurrency and Computation, 27 (2015), 6; 1540-1550
• Aliaga, José Ignacio; Bientinesi, Paolo; Davidović, Davor; Di Napoli, Eduardo; Igual Peña, Francisco D.; Quintana-Ortí, Enrique S.: Solving Dense Generalized Eigenproblems on Multi-threaded Architectures. // Applied mathematics and computation. 218 (2012) , 22; 11279-11289
• Singer, Sanja; Singer, Saša; Novaković, Vedran; Davidović, Davor; Bokulić, Krešimir; Ušćumlić, Aleksandar.: Three-Level Parallel J-Jacobi Algorithms for Hermitian Matrices. // Applied Mathematics and Computation. 218 (2012); 5704-5725

Complete list of publications on bib.irb.hr.

Radovi u časopisima

Znanstveni i pregledni radovi

• Sapunar, M., Piteša, T., Davidović, D. & Došlić, N. (2019) Highly Efficient Algorithms for CIS Type Excited State Wave Function Overlaps. Journal of chemical theory and computation, 15 (6), 3461-3469 doi:10.1021/acs.jctc.9b00235.

  doi

• Davidović, D., Fabregat-Traver, D., Höhnerbach, M. & Di Napoli, E. (2018) Accelerating the computation of FLAPW methods on heterogeneous architectures. Concurrency and computation-practice & experience, 30 (24), e4905, 14 doi:10.1002/cpe.4905.

  doi

• (Indigo DataCloud) Salomoni, D., Campos, I., Gaido, L., de Lucas, J., Solagna, P., Gomes, J., Matyska, L., Fuhrman, P., Hardt, M., Donvito, G., Dutka, L., Plociennik, M., Barbera, R., Blanquer, I., Ceccanti, A., Cetinić, E., David, M., Duma, C., López-García, A., Moltó, G., Orviz, P., Sustr, Z., Viljoen, M., Aguilar, F., Alves, L., Antonacci, M., Antonelli, L., Bagnasco, S., Bonvin, A., Bruno, R., Chen, Y., Costa, A., Davidović, D., Ertl, B., Fargetta, M., Fiore, S., Gallozzi, S., Kurkcuoglu, Z., Lloret, L., Martins, J., Nuzzo, A., Nassisi, P., Palazzo, C., Pina, J., Sciacca, E., Spiga, D., Tangaro, M., Urbaniak, M., Vallero, S., Wegh, B., Zaccolo, V., Zambelli, F. & Zok, T. (2018) INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures. Journal of Grid Computing, 16 (3), 381-408 doi:10.1007/s10723-018-9453-3.

  doifulir.irb.hrlink.springer.comlink.springer.com

• Forer, L., Afgan, E., Weissenteiner, H., Davidović, D., Specht, G., Kronenberg, F. & Schoenherr, S. (2016) CLOUDFLOW - Enabling Faster Biomedical Pipelines with Mapreduce and Spark. Scalable Computing: Practice and Experience, 17 (2), 103-114 doi:10.12694/scpe.v17i2.1159.

  doifulir.irb.hr

• Aliaga, J., Alonso, P., Badía, J., Chacón, P., Davidović, D., López-Blanco, J. & Quintana-Ortí, E. (2016) Fast Band--Krylov Eigensolver for Macromolecular Functional Motion Simulation on Multicore Architectures and Graphics Processors. Journal of computational physics, 309, 314-323 doi:10.1016/j.jcp.2016.01.007.

  doifulir.irb.hr

• Skala, K., Davidović, D., Afgan, E., Sović, I. & Šojat, Z. (2015) Scalable Distributed Computing Hierarchy: Cloud, Fog and Dew Computing. Open Journal of Cloud Computing (OJCC), 2 (1), 16-24 doi:10.19210/1002.2.1.16.

  doifulir.irb.hr

• Davidović, D., Depolli, M., Lipić, T., Skala, K. & Trobec, R. (2015) Energy Efficiency of Parallel Multicore Programs. Scalable Computing: Practice and Experience, 16 (4), 437-448 doi:10.12694/scpe.v16i4.1132.

  doi

• Aliaga, J., Badia. Jose ́M., Castillo, M., Davidović, D., Mayo, R. & Quintana-Orti, E. (2015) Out-of-Core Macromolecular Simulations on Multithreaded Architectures. Concurrency and Computation, 27 (6), 1540-1550 doi:10.1002/cpe.3357.

  doi

• Skala, K., Davidović, D., Lipić, T. & Sović, I. (2014) G-Phenomena as a Base of Scalable Distributed Computing — G-Phenomena in Moore’s Law. International Journal of Internet and Distributed Systems, 2 (1), 1-4 doi:10.4236/ijids.2014.21001.

  doifile.scirp.orgfulir.irb.hr

• Fosin, J., Davidović, D. & Carić, T. (2013) A GPU implementation of local search operators for symmetric travelling salesman problem. Promet - Traffic & Transportation, 25 (3), 225-234 doi:10.7307/ptt.v25i3.300.

  doi

• Aliaga, J., Bientinesi, P., Davidović, D., Di Napoli, E., Igual Peña, F. & Quintana-Ortí, E. (2012) Solving Dense Generalized Eigenproblems on Multi-threaded Architectures. Applied mathematics and computation, 218 (22), 11279-11289 doi:10.1016/j.amc.2012.05.020.

  doi

• Singer, S., Singer, S., Novaković, V., Davidović, D., Bokulić, K. & Ušćumlić, A. (2012) Three-Level Parallel J-Jacobi Algorithms for Hermitian Matrices. Applied mathematics and computation, 218 (9), 5704-5725 doi:10.1016/j.amc.2011.11.067.

  doi

• Davidović, D., Skala, K., Belušić, D. & Telišman-Prtenjak, M. (2010) Grid implementation of the Weather Research and Forecasting model. Earth Science Informatics, 3 (4), 199-208 doi:10.1007/s12145-010-0060-5.

  doi

Radovi u zbornicima skupova

Znanstveni radovi u zbornicima skupova

• (TETRAMAX) Grubišić, I., Davidović, D., Medved Rogina, B., Depolli, M., Mohorčič, M. & Trobec, R. (2019) Enriching Heart Monitoring with Accelerometer Data. U: 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) doi:10.23919/mipro.2019.8756870.

  doi

• Fabregat-Traver, D., Davidović, D., Höhnerbach, M. & Di Napoli, E. (2017) Hybrid CPU-GPU generation of the Hamiltonian and Overlap matrices in FLAPW methods. U: Di Napoli, E., Hermanns, M-A., Iliev, H., Lintermann, A., Peyser, A. (ur.)LNCS - High Performance Scientific Computing. (https://www.bib.irb.hr/845365).

• Aliaga, J., Davidović, D., Pérez, J. & Quintana-Ortí, E. (2016) Harnessing CUDA Dynamic Parallelism for the Solution of Sparse Linear Systems. U: Joubert, G.R., Leather, H., Parsons, M., Peters, F., Sawyer, M. (ur.)Advances in Parallel Computing Volume 27: Parallel Computing: On the Road to Exascale. (https://www.bib.irb.hr/815878).

• Forer, L., Afgan, E., Weißensteiner, H., Davidović, D., Specht, G., Kronenberg, F. & Schönherr, S. (2015) Cloudflow – A Framework for MapReduce Pipeline Development in Biomedical Research. U: Petar Biljanović (ur.)MIPRO 2015 38th International Convention Proceedings. (https://www.bib.irb.hr/763693).

• Forer, L., Lipić, T., Schőnherr, S., Weissensteiner, H., Davidović, D., Kronenberg, F. & Afgan, E. (2014) Delivering Bioinformatics MapReduce Applications in the Cloud. U: MIPRO 2014 37th International Convention Proceedings. (https://www.bib.irb.hr/739867).

  fulir.irb.hr

• Aliaga, J., Davidović, D. & Quintana-Ortí, E. (2014) Out-of-core solution of eigenproblems for macromolecular simulations. U: Wyrzykowski, R., Dongarra, J., Karczewski, K., Waśniewski, J. (ur.)Parallel Processing and Applied Mathematics, Lecture Notes in Computer Science, Vol. 8384.

• Afgan, E., Skala, K., Davidović, D., Lipić, T. & Sović, I. (2012) CloudMan as a tool execution framework for the cloud. U: MIPRO 2012 35th International Convention Proceedings.

• Davidović, D. & Enrique S. Quintana-Ortí (2012) Applying OOC Techniques in the Reduction to Condensed Form for Very Large Symmetric Eigenproblems on GPUs. U: Rainer Stotzka, Michael Schiffers, and Yiannis Cotronis (ur.)Euromicro Conference on Parallel, Distributed and Network-based Processing. (https://www.bib.irb.hr/547460).

• Davidović, D. & Skala, K. (2010) Implementacija WRF-ARW prognostičkog modela na grid infrastrukturi. U: Biljanović, P. & Skala, K. (ur.)Proceedings Vol. I. MEET&GVS 33rd International Convention MIPRO 2010.

• Davidović, D. & Belušić, Danijel, Telišman Prtenjak, Maja (2009) Grid implementation of the Weather Research and Forecasting model. U: SEE-GRID-SCI User Forum.

• Singer, S., Singer, S., Hari, V., Bokulić, K., Davidović, D., Jurešić, M. & Ušćumlić, A. (2007) Advances in Speedup of the Indefinite One-Sided Block Jacobi Method. U: Simos, T., Psihoyios, G. & Tsitouras, C. (ur.)AIP Conf. Proc. -- Volume 936 NUMERICAL ANALYSIS AND APPLIED MATHEMATICS: International Conference of Numerical Analysis and Applied Mathematics.

Ocjenski radovi

Doktorske disertacije

• Davidović, D. (2014) 'Solving Large Dense Symmetric Eigenproblem on Hybrid Architectures', doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb. (https://www.bib.irb.hr/739853).

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