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
Website
http://peter-baumann.org
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
Federated AI-Cubes for ISR and Tactical Data Availability at Scale
Baumann, P. Price, C. Zinglersen, K. Aslan, Z.
International Geoscience and Remote Sensing Symposium (IGARSS) 2024 pp. 3724-3727
Enhanced calendar support for temporal datacube queries
Baumann, P. Pham Huu, B. Misev, D. Merticariu, V.
Transactions in GIS 2024
Datacubes as enabler for advanced decision support systems in land management
Baumann, P. Merticariu, V. Misev, D. Pham Huu, B. Langella, G.
Land Degradation and Development 2024
On Openness in Service Stacks
Baumann, P.
International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2024 2024
On the analysis-readiness of spatio-temporal Earth data and suggestions for its enhancement
Baumann, P.
Environmental Modelling and Software 2024 176
Performance of Null Handling in Array Databases
Misev, D. Rodionychev, M. Baumann, P.
Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023 2023 pp. 247-254
A survey on machine learning in array databases
Villarroya, S. Baumann, P.
Applied Intelligence 2023 53 (9) pp. 9799-9822
Open Source – GIS
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
Enhanced Insight for Environment and Security: The Cube4Envsec Initiative
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
Building the Next-Generation Radio Networks Planning Infrastructure using Datacubes
Baumann, P. Boensmann, J. Huu, B.P.
Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022 2022 pp. 1784-1792
Implementation Roadmap for Neural Networks in Array Databases
Escobar, O.J.C. Baumann, P.
Proceedings - 2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022 2022 pp. 107-113
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
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
Array databases: concepts, standards, implementations
Baumann, P. Misev, D. Merticariu, V. Huu, B.P.
Journal of Big Data 2021 8 (1)
Intergeo symposium: Data cubes and AI Intergeo-symposium: Datenwürfel und ki
Baumann, P.
gis.Business 2021 2021 (4) pp. 26-27
Towards a Model-Driven Datacube Analytics Language
Baumann, P.
Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021 2021 pp. 3740-3746
COVERAGE STANDARDS AS A MATURE INTEROPERABILITY-ENABLING IMPLEMENTATION PLATFORM
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2021 2021-July pp. 7795-7798
The OGC/ISO coverage API standards: Heavy-lifting APIs for massive multi-dimensional data
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
A general conceptual framework for multi-dimensional spatio-temporal data sets
Baumann, P.
Environmental Modelling and Software 2021 143
Making an Array Database Language Server-Side Extensible
Campos Escobar, O.J. Misev, D. Baumann, P.
Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020 2020 pp. 2743-2750
The EarthServer Global Datacube Federation
Baumann, P. Team, R.
International Geoscience and Remote Sensing Symposium (IGARSS) 2020 pp. 3192-3194
Big Data Standards and Analysis-Readiness: Status and Evolution
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2020 pp. 3094-3096
Arrays in databases: From underdog to first-class citizen
Baumann, P. Team, R.
ACM International Conference Proceeding Series 2020
On the integration of machine learning and array databases
Villarroya, S. Baumann, P.
Proceedings - International Conference on Data Engineering 2020 2020-April pp. 1786-1789
Datacubes: Towards Space/Time Analysis-Ready Data
Baumann, P. Misev, D. Merticariu, V. Huu, B.P.
Lecture Notes in Geoinformation and Cartography 2019 pp. 269-299
BigDataCube: A Scalable, Federated Service Platform for Copernicus
Misev, D. Baumann, P. Bellos, D. Wiehle, S.
Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 2019 pp. 4103-4112
Massively distributed datacube processing
Merticariu, V. Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 2019-July pp. 4787-4790
Access control on big data and small pixels: How to achieve privacy and security
Baumann, P. Mišev, D.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 2019-January pp. 5671-5674
Rasdaman: Open standards based scalable datacube analytics
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
Remote Sensing Analytics in Databases with ISO SQL/MDA
Misev, D. Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 pp. 4515-4518
From Sensor-Centric to User-Centric - When are data Analysis-Ready?
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 pp. 4779-4782
Interconnecting Sensor Data and Datacubes
Schleidt, K. Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2019 pp. 5555-5558
New model for geospatial coverages in JSON: Coverage implementation schema and its implementation with javascript
Maso, J. Torres, A.Z. Baumann, P.
Emerging Technologies and Applications in Data Processing and Management 2019 pp. 316-357
BigDataCube: Making big data a commodity
Mišev, D. Baumann, P. Merticariu, V. Bellos, D. Wiehle, S.
Proceedings of the International Astronautical Congress, IAC 2018 2018-October
rasdaman: Spatio-temporal datacubes on steroids
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
DataCubes: A technology survey
Baumann, P. Misev, D. Merticariu, V. Huu, B.P. Bell, B.
International Geoscience and Remote Sensing Symposium (IGARSS) 2018 2018-July pp. 430-433
Datacube standards and their contribution to analysis-ready data
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2018 2018-July pp. 2051-2053
A Standard-Based Collaborative Analytics Service of Remote Sensing Imagery
Yu, J. Li, J. Baumann, P. Tong, R. Chen, Y.
BGDDS 2018 - 2018 International Workshop on Big Geospatial Data and Data Science 2018
Big data meets Internet of Things: A standards-based perspective
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2017 2017-July pp. 5571-5573
Why cubes are becoming important - Big data in precision agriculture Warum Würfel wichtig werden – Big Data in Precision Agriculture
Baumann, P.
gis.Business 2017 pp. 26-27
A datacube approach to agro-geoinformatics
Tzotsos, A. Karmas, A. Merticariu, V. Misev, D. Baumann, P.
2017 6th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2017 2017
Standardizing big earth datacubes
Baumann, P.
Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017 2017 2018-January pp. 67-73
All in One: Encoding spatio-temporal big data in XML, JSON, and RDF without information loss
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
Location and processing aware datacube caching
Liaukevich, V. Mišev, D. Baumann, P. Merticariu, V.
ACM International Conference Proceeding Series 2017 Part F128636
Towards a general array database benchmark: Measuring storage access
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
Recent Activities in Earth Data Science [Technical Committees]
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
Datacubes as a service paradigm
Baumann, P. Rossi, A.P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2016 2016-November pp. 186-188
A voyage through dimensions: Recent innovations in geospatial coverages
Baumann, P.
International Geoscience and Remote Sensing Symposium (IGARSS) 2016 2016-November pp. 3599-3601
Array database scalability: Intercontinental queries on petabyte datasets
Dumitru, A.M. Merticariu, V. Baumann, P.
ACM International Conference Proceeding Series 2016 18-20-July-2016
Taming twisted cubes
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
Serving spatio-temporal grids: How standards help
Yu, J. Baumann, P.
International Conference on Geoinformatics 2016 2016-January
Big Data Analytics for Earth Sciences: the EarthServer approach
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
On the efficient evaluation of array joins
Baumann, P. Merticariu, V.
Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 2015 pp. 2046-2055
MQuery: A query language for scientific meshes
Mahdiraji, A.R. Baumann, P.
Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 2015 pp. 1831-1838
Using graph traversal in scientific data interpolation
Mahdiraji, A.R. Baumann, P.
CEUR Workshop Proceedings 2015 1330 pp. 133-140
xWCPS: Bridging the gap between array and semi-structured data
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
Grooming big data from Afar
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
Homogenizing data and metadata retrieval in scientific applications
Misev, D. Baumann, P.
DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP 2015 23-Oct-2015 pp. 25-34
Facilitate earth science data interoperability using the SCIDIP-ES data virtualisation toolkit
Yu, J. Baumann, P. Crompton, S. Wu, S. Lu, Y.
Earth Science Informatics 2015 8 (3) pp. 711-719
Towards intelligent GIServices
Yue, P. Baumann, P. Bugbee, K. Jiang, L.
Earth Science Informatics 2015 8 (3) pp. 463-481
Editorial: intelligent GIServices
Yue, P. Ramachandran, R. Baumann, P.
Earth Science Informatics 2015 8 (3) pp. 461-462
A distributed infrastructure for earth-science big data retrieval
Liakos, P. Koltsida, P. Kakaletris, G. Baumann, P. Ioannidis, Y. Delis, A.
International Journal of Cooperative Information Systems 2015 24 (2)
A database language more suitable for the earth system sciences
Misev, D. Baumann, P.
Towards an Interdisciplinary Approach in Earth System Science: Advances of a Helmholtz Graduate Research School 2015 pp. 233-239
Spatiotemporal interactions for daily mapping of PM10 with MODIS and meteorological data
Campalani, P. Mantovani, S. Baumann, P.
Lecture Notes in Earth System Sciences 2014 0 pp. 239-243
Exploring cloud opportunities from an array database perspective
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
Towards a systematic benchmark for array database systems
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
Point of view: Long-Term access to Earth Archives across Multiple Disciplines
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
Extending the SQL array concept to support scientific analytics
Misev, D. Baumann, P.
ACM International Conference Proceeding Series 2014
Big geo data: Standards and best practices
Baumann, P.
Proceedings - 5th International Conference on Computing for Geospatial Research and Application, COM.Geo 2014 2014 pp. 127-128
Processing scientific mesh queries in graph databases
Mahdiraji, A.R. Baumann, P.
WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web 2014 pp. 1163-1168
Preparing array analytics for the data tsunami
Baumann, P. Yu, J. Misev, D. Lipskoch, K. Beccati, A. Campalania, P. Owonibib, M.
Geographical Information Systems: Trends and Technologies 2014 pp. 1-19
The array database that is not a database: File based array query answering in rasdaman
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
ImG-complex: Graph data model for topology of unstructured meshes
Mahdiraji, A.R. Baumann, P. Berti, G.
International Conference on Information and Knowledge Management, Proceedings 2013 pp. 1619-1624
Breaking the big data barrier by enhancing on-board sensor flexibility
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
Making time just another axis in geospatial services
Campalani, P. Misev, D. Beccati, A. Baumann, P.
Proceedings of the International Workshop on Temporal Representation and Reasoning 2013 pp. 133-140
Big earth data analytics Big earth data analytics
Baumann, P.
GIS-Business 2012 pp. 24-27
A semantic resolver for coordinate reference systems
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
Finding my CRS: A systematic way of identifying CRSs
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
RPRA: A novel approach to mastering geospatial web service testing complexity
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
On the systematic generation of reference output for geo image services
Yu, J. Baumann, P.
Proceedings - 2011 19th International Conference on Geoinformatics, Geoinformatics 2011 2011
How to INSPIRE citizens: Towards open access to high-volume public sector geodata
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
A web coverage Ontology for geospatial web applications
Wang, X. Yu, J. Baumann, P.
Proceedings - 5th IEEE International Conference on Semantic Computing, ICSC 2011 2011 pp. 216-223
Applying WCO ontology to geospatial web coverage services
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
A comparative analysis of array models for databases
Baumann, P. Holsten, S.
Communications in Computer and Information Science 2011 258 CCIS pp. 80-89
Autonomous control, waypoint navigation, and a real-time UAV video database
Adhikari, C. Baumann, P. Gautam, S.
Proceedings of the 2nd IASTED International Conference on Robotics, Robo 2011 2011 pp. 205-210
Preface
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
A component and query approach for scientific data exploration applications
Santanchè, A. Baumann, P. Costa, D. Oliveira, N.
Proceedings - 2011 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011 2011
ACM International Conference Proceeding Series: Foreword
Baumann, P. Howe, B.
ACM International Conference Proceeding Series 2011
Accelerating computationally intensive queries on massive earth science data (system demonstration)
Baumann, P.
ACM International Conference Proceeding Series 2011 pp. 31-35
The OGC web coverage processing service (WCPS) standard
Baumann, P.
GeoInformatica 2010 14 (4) pp. 447-479
Introducing multidisciplinary thinking in Computer Engineering: A new way of teaching database systems
Medeiros, C.B. Baumann, P. Jucovschi, C.
2010 IEEE Education Engineering Conference, EDUCON 2010 2010 pp. 523-530
PetaScope: An open-source implementation of the OGC WCS Geo service standards suite
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
A coverage representation model based on explicit topology
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
A specification-oriented geospatial coverage ontology study
Yu, J. Wang, X. Baumann, P.
Lecture Notes in Business Information Processing 2010 62 LNBIP pp. 63-74
Using preaggregation to speed up scaling operations on massive spatio-temporal data
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
Beyond rasters: Introducing the new OGC web coverage service 2.0
Baumann, P.
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems 2010 pp. 320-329
A cost model for distributed coverage processing services
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
Language-based enforcement of access constraints on geoscientific image data
Baumann, P.
Proceedings - IEEE International Conference on Data Mining, ICDM 2010 pp. 450-457
Putting Pixels in place: A Storage layout language for scientific data
Baumann, P. Fezyabadi, S. Jucovschi, C.
Proceedings - IEEE International Conference on Data Mining, ICDM 2010 pp. 194-201
Heuristic geo query decomposition and orchestration in a SOA
Owonibi, M. Baumann, P.
iiWAS2010 - 12th International Conference on Information Integration and Web-Based Applications and Services 2010 pp. 890-894
Designing a geo-scientific request language - A database approach
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
Efficient map portrayal using a general-purpose query language(A Case Study)
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
Towards a semantic-based automatic orchestration of geo-processing services
Owonibi, M. Baumann, P.
2009 17th International Conference on Geoinformatics, Geoinformatics 2009 2009
Language-Based Access to Large Sensor Repositories
Baumann, P.
Sensors 2009 9 (4) pp. 2926-2943
Unleashing the sensor deep web: Next-generation sensor data services
Baumann, P.
CEUR Workshop Proceedings 2008 399 pp. 30-32
Standardized value-added services for GMES-, in situ- and simulation data Standardisierte Mehrwertdienste für GMES-, in Situ- und Simulationsdaten
Baumann, P.
ZFV - Zeitschrift fur Geodasie, Geoinformation und Landmanagement 2008 133 (4) pp. 262-265
Speeding up array query processing by just-in-time compilation
Jucovschi, C. Baumann, P. Stancu-Mara, S.
Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008 2008 pp. 408-413
A comparative benchmark of large objects in relational databases
Stancu-Mara, S. Baumann, P.
ACM International Conference Proceeding Series 2008 299 pp. 277-284
Conceptual modeling of geo services Konzeptuelle Modellierung von Geodiensten
Baumann, P.
Informatik-Spektrum 2008 31 (5) pp. 435-450
Raster databases
Baumann, P.
33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings 2007 pp. 1428-
On the standardization of geo raster services - Interoperable value-added raster services for big raster archives Zur Standardisierung von GeoRasterdiensten - Interoperable Mehrwertdienste für Große Rasterarchive
Baumann, P.
GIS-Zeitschrift fur Geoinformatik 2007 pp. 6-12
Modeling fundamental geo-raster operations with array algebra
Gutierrez, A.G. Baumann, P.
Proceedings - IEEE International Conference on Data Mining, ICDM 2007 pp. 607-612
Large-scale earth science services: A case for databases
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
Raster databases
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