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Peter Baumann

Prof. Dr. Peter Baumann

Professor of Computer Science
School of Computer Science & Engineering
Constructor University, Campus Ring 12, 28759 Bremen Germany
Phone number
+49 421 200-3178
Fax number
+49 421 200-493178
Email Address
pbaumann@constructor.university
Office
Research I, Room 88
Research Interests

My core research interest is on flexible, scalable services on massive multi-dimensional sensor, image, simulation, and statistics data (often called "datacubes" today) in science, engineering, and business. We have developed the rasdaman array analytics engine which effectively has pioneered the research field of Array Databases and Actionable Datacubes, and has received a series of international innovation awards.

 

Based on this experience, I have shaped several Big Data standards, most remarkably the ISO SQL/MDA (Multi-Dimensional Arrays) standard and the OGC/ISO/INSPIRE "Big Earth Data" coverage standards suite.

Selected Publications

The multidimensional database system RasDaMan

P Baumann, A Dehmel, P Furtado, R Ritsch, N Widmann

Proceedings of the 1998 ACM SIGMOD international conference on Management of …

Big data analytics for earth sciences: the EarthServer approach

P Baumann, P Mazzetti, J Ungar, R Barbera, D Barboni, A Beccati, ...

International journal of digital earth 9 (1), 3-29

Management of multidimensional discrete data

P Baumann

The VLDB Journal 3 (4), 401-444

A database array algebra for spatio-temporal data and beyond

P Baumann

International Workshop on Next Generation Information Technologies and …

The OGC web coverage processing service (WCPS) standard

P Baumann

Geoinformatica 14, 447-479

Storage of multidimensional arrays based on arbitrary tiling

P Furtado, P Baumann

Proceedings 15th International Conference on Data Engineering (Cat. No …

Towards intelligent giservices

P Yue, P Baumann, K Bugbee, L Jiang

Earth Science Informatics 8, 463-481

The RasDaMan approach to multidimensional database management

P Baumann, P Furtado, R Ritsch, N Widmann

Proceedings of the 1997 ACM symposium on Applied computing, 166-173

A database generator for human brain imaging

P Roland, G Svensson, T Lindeberg, T Risch, P Baumann, A Dehmel, ...

TRENDS in Neurosciences 24 (10), 562-564

Spatio-temporal retrieval with RasDaMan

P Baumann, A Dehmel, P Furtado, R Ritsch, N Widmann

VLDB, 746-749

Geo/environmental and medical data management in the RasDaMan system

P Baumann, P Furtado, R Ritsch, N Widmann

VLDB 97, 25-29

A comparative analysis of array models for databases

P Baumann, S Holsten

International Conference on Bio-Science and Bio-Technology, 80-89

The six faces of the data cube

P Strobl, P Baumann, A Lewis, Z Szantoi, B Killough, M Purss, M Craglia, ...

Proceedings of the 2017 conference on big data from space, Toulouse, France …

Array databases: Concepts, standards, implementations

P Baumann, D Misev, V Merticariu, BP Huu

Journal of Big Data 8, 1-61

Datacubes: Towards space/time analysis-ready data

P Baumann, D Misev, V Merticariu, BP Huu

Service-Oriented Mapping: Changing Paradigm in Map Production and …

Fostering cross-disciplinary earth science through datacube analytics

P Baumann, AP Rossi, B Bell, O Clements, B Evans, H Hoenig, P Hogan, ...

Earth Observation Open Science and Innovation, 91-119

Ogc wcs 2.0 interface standard-core

P Baumann

Open Geospatial Consortium: Wayland, MA, USA

Efficient execution of operations in a DBMS for multidimensional arrays

N Widmann, P Baumann

Proceedings. Tenth International Conference on Scientific and Statistical …

Hierarchical storage support and management for large-scale multidimensional array database management systems

B Reiner, K Hahn, G Höfling, P Baumann

International Conference on Database and Expert Systems Applications, 689-700

Web-enabled raster gis services for large image and map databases

P Baumann

12th International Workshop on Database and Expert Systems Applications, 870-874

 

 

Publications on Scopus
Baumann, P. Merticariu, V. Misev, D. Pham Huu, B. Langella, G.
Land Degradation and Development 2024
Baumann, P.
International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2024 2024
Misev, D. Rodionychev, M. Baumann, P.
Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023 2023 pp. 247-254
Villarroya, S. Baumann, P.
Applied Intelligence 2023 53 (9) pp. 9799-9822
Baumann, P. Boensmann, J. Huu, B.P.
Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022 2022 pp. 1784-1792
Baumann, P. Price, C. Zinglersen, K. Berger, R. Tafferner, A. Reitwiesner, C. Neininger, B. Heise, R.
International Geoscience and Remote Sensing Symposium (IGARSS) 2022 2022-July pp. 5023-5026
Löwe, P. Müller, D. Neteler, M. Reed, J. Strobl, C. Wessel, P. Anguix Alfaro, Á. Antonello, A. Baumann, P. Carrera, M. Durante, K. Hugentobler, M. Lime, S. Mitasova, H.
Springer Handbooks 2022 pp. 807-843
Escobar, O.J.C. Baumann, P.
Proceedings - 2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022 2022 pp. 107-113
Mozaffari, A. Schultz, M.G. Langguth, M. Gong, B. Ahring, J. Campos, A.R. Nieters, P. Escobar, O.J.C. Wittenbrink, M. Baumann, P.
Data Intelligence 2022 4 (2) pp. 271-285
Baumann, P.
Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021 2021 pp. 3740-3746
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2021 2021-July pp. 7795-7798
Baumann, P. Misev, D. Merticariu, V. Huu, B.P.
Journal of Big Data 2021 8 (1)
Baumann, P.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on APIs and Libraries for Geospatial Data Science, SpatialAPI 2021 - In conjunction with the 29th International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2021 2021
Baumann, P.
Environmental Modelling and Software 2021 143
Campos Escobar, O.J. Misev, D. Baumann, P.
Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020 2020 pp. 2743-2750
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2020 pp. 3094-3096
Baumann, P. Team, R.
International Geoscience and Remote Sensing Symposium (IGARSS) 2020 pp. 3192-3194
Baumann, P. Team, R.
ACM International Conference Proceeding Series 2020
Villarroya, S. Baumann, P.
Proceedings - International Conference on Data Engineering 2020 2020-April pp. 1786-1789
Baumann, P. Misev, D. Merticariu, V. Huu, B.P.
Lecture Notes in Geoinformation and Cartography 2019 pp. 269-299
Merticariu, V. Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 2019-July pp. 4787-4790
Baumann, P. Mišev, D.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 2019-January pp. 5671-5674
Misev, D. Baumann, P. Bellos, D. Wiehle, S.
Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 2019 pp. 4103-4112
Merticariu, V. Baumann, P.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, SpatialAPI 2019 - In conjunction with the 27th International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2019 2019
Misev, D. Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 pp. 4515-4518
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 pp. 4779-4782
Schleidt, K. Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 pp. 5555-5558
Maso, J. Torres, A.Z. Baumann, P.
Emerging Technologies and Applications in Data Processing and Management 2019 pp. 316-357
Mišev, D. Baumann, P. Merticariu, V. Bellos, D. Wiehle, S.
Proceedings of the International Astronautical Congress, IAC 2018 2018-October
Baumann, P. Misev, D. Merticariu, V. Huu, B.P. Bell, B.
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2018 pp. 604-607
Baumann, P. Misev, D. Merticariu, V. Huu, B.P. Bell, B.
International Geoscience and Remote Sensing Symposium (IGARSS) 2018 2018-July pp. 430-433
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2018 2018-July pp. 2051-2053
Yu, J. Li, J. Baumann, P. Tong, R. Chen, Y.
BGDDS 2018 - 2018 International Workshop on Big Geospatial Data and Data Science 2018
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2017 2017-July pp. 5571-5573
Tzotsos, A. Karmas, A. Merticariu, V. Misev, D. Baumann, P.
2017 6th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2017 2017
Baumann, P.
Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017 2017 2018-January pp. 67-73
Baumann, P. Hirschorn, E. Maso, J. Merticariu, V. Misev, D.
Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017 2017 2018-January pp. 1-10
Liaukevich, V. Mišev, D. Baumann, P. Merticariu, V.
ACM International Conference Proceeding Series 2017 Part F128636
Merticariu, G. Misev, D. Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016 10044 pp. 40-67
Yue, P. Ramachandran, R. Baumann, P. Khalsa, S.J.S. Deng, M. Jiang, L.
IEEE Geoscience and Remote Sensing Magazine 2016 4 (4) pp. 84-89
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2016 2016-November pp. 3599-3601
Baumann, P. Rossi, A.P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2016 2016-November pp. 186-188
Dumitru, A.M. Merticariu, V. Baumann, P.
ACM International Conference Proceeding Series 2016 18-20-July-2016
Baumann, P. Hirschorn, E. Maso, J. Dumitru, A. Merticariu, V.
3rd International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich 2016 - In conjunction with SIGMOD 2016 2016 pp. 1-6
Yu, J. Baumann, P.
International Conference on Geoinformatics 2016 2016-January
Baumann, P. Calanducci, A. Campalani, P. Clements, O. Dumitru, A. Grant, M. Herzig, P. Kakaletris, G. Laxton, J. Koltsida, P. Lipskoch, K. Mazzetti, P. Mahdiraji, A.R. Mantovani, S. Merticariu, V. Messina, A. Misev, D. Natali, S. Nativi, S. Oosthoek, J. Pappalardo, M. Passmore, J. Ungar, J. Rossi, A.P. Rundo, F. Sen, M. Sorbera, V. Sullivan, D. Torrisi, M. Trovato, L. Veratelli, M.G. Wagner, S. Barbera, R. Barboni, D. Beccati, A. Bigagli, L. Boldrini, E. Bruno, R.
International Journal of Digital Earth 2016 9 (1) pp. 3-29
Mahdiraji, A.R. Baumann, P.
Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 2015 pp. 1831-1838
Baumann, P. Merticariu, V.
Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 2015 pp. 2046-2055
Liakos, P. Koltsida, P. Kakaletris, G. Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015 8982 pp. 120-123
Mahdiraji, A.R. Baumann, P.
CEUR Workshop Proceedings 2015 1330 pp. 133-140
Baumann, P. Dumitru, A.M. Merticariu, V.
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2015 03-06-November-2015
Misev, D. Baumann, P.
DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP 2015 23-Oct-2015 pp. 25-34
Yu, J. Baumann, P. Crompton, S. Wu, S. Lu, Y.
Earth Science Informatics 2015 8 (3) pp. 711-719
Yue, P. Baumann, P. Bugbee, K. Jiang, L.
Earth Science Informatics 2015 8 (3) pp. 463-481
Yue, P. Ramachandran, R. Baumann, P.
Earth Science Informatics 2015 8 (3) pp. 461-462
Liakos, P. Koltsida, P. Kakaletris, G. Baumann, P. Ioannidis, Y. Delis, A.
International Journal of Cooperative Information Systems 2015 24 (2)
Misev, D. Baumann, P.
Towards an Interdisciplinary Approach in Earth System Science: Advances of a Helmholtz Graduate Research School 2015 pp. 233-239
Campalani, P. Mantovani, S. Baumann, P.
Lecture Notes in Earth System Sciences 2014 0 pp. 239-243
Baumann, P. Stamerjohanns, H.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2014 8163 pp. 94-102
Dumitru, A. Merticariu, V. Baumann, P.
Proceedings of the 3rd Workshop on Data Analytics in the Cloud, DanaC 2014 - In Conjunction with ACM SIGMOD/PODS Conference 2014 pp. 17-20
Misev, D. Baumann, P.
ACM International Conference Proceeding Series 2014
Yu, J. Baumann, P. Misev, D. Campalani, P. Albani, M. Marelli, F. Giaretta, D. Crompton, S.
Computer Standards and Interfaces 2014 36 (6) pp. 909-917
Baumann, P.
Proceedings - 5th International Conference on Computing for Geospatial Research and Application, COM.Geo 2014 2014 pp. 127-128
Mahdiraji, A.R. Baumann, P.
WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web 2014 pp. 1163-1168
Baumann, P. Yu, J. Misev, D. Lipskoch, K. Beccati, A. Campalania, P. Owonibib, M.
Geographical Information Systems: Trends and Technologies 2014 pp. 1-19
Campalani, P. Misev, D. Beccati, A. Baumann, P.
Proceedings of the International Workshop on Temporal Representation and Reasoning 2013 pp. 133-140
Baumann, P. Dumitru, A. Merticariu, V. Misev, D. Rusu, M.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2013 2013 pp. 32-36
Baumann, P. Dumitru, A.M. Merticariu, V.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2013 8098 LNCS pp. 478-483
Mahdiraji, A.R. Baumann, P. Berti, G.
International Conference on Information and Knowledge Management, Proceedings 2013 pp. 1619-1624
Baumann, P. Campalani, P. Yu, J. Misev, D.
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2012 pp. 71-78
Misev, D. Rusu, M. Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2012 7236 LNCS pp. 47-56
Baumann, P.
GIS-Business 2012 pp. 24-27
Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2011 6866 LNCS pp. 264-276
Yu, J. Baumann, P. Wang, X.
ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services 2011 pp. 252-256
Shekar, S. Baumann, P. Bogorny, V. Boriah, S. Cheriyadat, A. Croitoru, A. Cuzzocrea, A. Deng, K. Ding, W. Durbha, S. Filippi, A. Agouris, P. Franzese, P. Gunopulos, D. Ganguly, A. Gutierrez, A.G. Guo, D. Hoffman, F. Janeja, V. Jun, G. Kao, S.-C. Keogh, E. Vatsavai, R.R. Li, K.-J. Lozano, A. Manco, G. May, M. McGovern, A. Mignet, L. Mokbel, M. Pagh, R. Panait, L. Papadias, D. Stefanidis, A. Ratanamahatana, C.A. Rafaeta, A. Schmid, F. Sorokine, A. Bhaduri, B. Chandola, V. Aksoy, S. Appice, A. Atzori, M.
Proceedings - IEEE International Conference on Data Mining, ICDM 2011
Baumann, P. Holsten, S.
Communications in Computer and Information Science 2011 258 CCIS pp. 80-89
Wang, X. Yu, J. Baumann, P.
Proceedings - 5th IEEE International Conference on Semantic Computing, ICSC 2011 2011 pp. 216-223
Santanchè, A. Baumann, P. Costa, D. Oliveira, N.
Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011 2011
Yu, J. Baumann, P.
Proceedings - 2011 19th International Conference on Geoinformatics, Geoinformatics 2011 2011
Adhikari, C. Baumann, P. Gautam, S.
Proceedings of the 2nd IASTED International Conference on Robotics, Robo 2011 2011 pp. 205-210
Wang, X. Baumann, P.
1st ACM SIGSPATIAL Int. Workshop on Spatial Semantics and Ontologies, SSO 2011, Proc.- Part of the 19th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2011 2011 pp. 40-46
Baumann, P.
ACM International Conference Proceeding Series 2011 pp. 31-35
Baumann, P. Howe, B.
ACM International Conference Proceeding Series 2011
Baumann, P.
Proceedings - IEEE International Conference on Data Mining, ICDM 2010 pp. 450-457
Baumann, P.
GeoInformatica 2010 14 (4) pp. 447-479
Baumann, P.
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2010 pp. 320-329
Yu, J. Wang, X. Baumann, P.
Lecture Notes in Business Information Processing 2010 62 LNBIP pp. 63-74
Aiordǎchioaie, A. Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2010 6187 LNCS pp. 160-168
Baumann, P. Fezyabadi, S. Jucovschi, C.
Proceedings - IEEE International Conference on Data Mining, ICDM 2010 pp. 194-201
Owonibi, M. Baumann, P.
Proceedings of the ACM SIGSPATIAL International Workshop on High Performance and Distributed Geographic Information Systems, ACM SIGSPATIAL HPDGIS 2010 2010 pp. 19-26
Gutierrez, A.G. Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2010 6412 LNCS pp. 188-201
Owonibi, M. Baumann, P.
iiWAS2010 - 12th International Conference on Information Integration and Web-Based Applications and Services 2010 pp. 890-894
Juba, S. Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2010 6295 LNCS pp. 278-288
Medeiros, C.B. Baumann, P. Jucovschi, C.
2010 IEEE Education Engineering Conference, EDUCON 2010 2010 pp. 523-530
Baumann, P. Jucovschi, C. Stancu-Mara, S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2009 5690 LNCS pp. 153-163
Owonibi, M. Baumann, P.
2009 17th International Conference on Geoinformatics, Geoinformatics 2009 2009
Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2009 5566 LNCS pp. 56-73
Baumann, P.
Sensors 2009 9 (4) pp. 2926-2943
Baumann, P.
CEUR Workshop Proceedings 2008 399 pp. 30-32
Jucovschi, C. Baumann, P. Stancu-Mara, S.
Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008 2008 pp. 408-413
Baumann, P.
ZFV - Zeitschrift fur Geodasie, Geoinformation und Landmanagement 2008 133 (4) pp. 262-265
Stancu-Mara, S. Baumann, P.
ACM International Conference Proceeding Series 2008 299 pp. 277-284
Baumann, P.
Informatik-Spektrum 2008 31 (5) pp. 435-450
Baumann, P.
33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings 2007 pp. 1428-
Gutierrez, A.G. Baumann, P.
Proceedings - IEEE International Conference on Data Mining, ICDM 2007 pp. 607-612
Baumann, P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2006 4231 LNCS pp. 75-84
Baumann, P.
Encyclopedia of Database Technologies and Applications 2005 pp. 517-523
University Education
  • PhD (Dr. rer. nat.) in Computer Science, Technische Universität Darmstadt, 1993

  • Diploma in Computer Science, Technische Universität München, 1986

 

 

Work Experience

Founder & CEO at rasdaman GmbH

Assistant Research Group Head at FORWISS

Consultant at Softlab

Research Assistant / PhD student at Fraunhofer Computer Graphics Institute