Peter Baumann

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 37

Top Venues

IGARSS

IEEE BigData

SSDBM

Earth Sci. Informatics

Publications

Peter Baumann
On the analysis-readiness of spatio-temporal Earth data and suggestions for its enhancement. Environ. Model. Softw. 176 (2024)
Sebastián Villarroya, Peter Baumann
A survey on machine learning in array databases. Appl. Intell. 53 (9) (2023)
Dimitar Misev, Mikhail Rodionychev, Peter Baumann
Performance of Null Handling in Array Databases. BigData (2023)
Peter Baumann, Johannes Boensmann, Bang Pham Huu
Building the Next-Generation Radio Networks Planning Infrastructure using Datacubes. Big Data (2022)
Amirpasha Mozaffari, Michael Langguth, Bing Gong, Jessica Ahring, Adrian Rojas Campos, Pascal Nieters, Otoniel José Campos Escobar, Martin Wittenbrink, Peter Baumann, Martin G. Schultz
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction. Data Intell. 4 (2) (2022)
Otoniel José Campos Escobar, Peter Baumann
Implementation Roadmap for Neural Networks in Array Databases. CSCI (2022)
Dimitar Misev, Peter Baumann
Space Cubes: Satellite On-Board Processing of Datacube Queries. Open J. Internet Things 8 (1) (2022)
Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu
Array databases: concepts, standards, implementations. J. Big Data 8 (1) (2021)
Peter Baumann
A general conceptual framework for multi-dimensional spatio-temporal data sets. Environ. Model. Softw. 143 (2021)
Peter Baumann
The OGC/ISO coverage API standards: Heavy-lifting APIs for massive multi-dimensional data. SpatialAPI@SIGSPATIAL (2021)
Sebastián Villarroya, Peter Baumann
On the Integration of Machine Learning and Array Databases. ICDE (2020)
Peter Baumann
Arrays in Databases: from Underdog to First-Class Citizen. SSDBM (2020)
Otoniel José Campos Escobar, Dimitar Misev, Peter Baumann
Making an Array Database Language Server-Side Extensible. IEEE BigData (2020)
Peter Baumann, Rasdaman Team
The EarthServer Global Datacube Federation. IGARSS (2020)
Peter Baumann
Big Data Standards and Analysis-Readiness: Status and Evolution. IGARSS (2020)
Peter Baumann, Dimitar Misev
Access Control on Big Data and Small Pixels: How to Achieve Privacy and Security. IGARSS (2019)
Dimitar Misev, Peter Baumann, Dimitris Bellos, Stefan Wiehle
BigDataCube: A Scalable, Federated Service Platform for Copernicus. IEEE BigData (2019)
Dimitar Misev, Peter Baumann
Remote Sensing Analytics in Databases with ISO SQL/MDA. IGARSS (2019)
Katharina Schleidt, Peter Baumann
Interconnecting Sensor Data and Datacubes. IGARSS (2019)
Vlad Merticariu, Peter Baumann
rasdaman: Open Standards Based Scalable Datacube Analytics. SpatialAPI@SIGSPATIAL (2019)
Peter Baumann
From Sensor-Centric to User-Centric - when are data Analysis-Ready? IGARSS (2019)
Vlad Merticariu, Peter Baumann
Massively Distributed Datacube Processing. IGARSS (2019)
Brennan Bell, Tilman Dinter, Vlad Merticariu, Bang Pham Huu, Dimitar Misev, Peter Baumann
Navigating Sea-Ice Timeseries Data using Tracklines. eScience (2018)
Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu, Brennan Bell
Datacubes: A Technology Survey. IGARSS (2018)
Peter Baumann
Datacube Standards and their Contribution to Analysis-Ready Data. IGARSS (2018)
Peter Baumann, Katrin Kohler, Vlad Merticariu, Ismoil Isroilov
Using Datacube Technology for In-Situ-Enhanced Precision Farming. BigSpatial@SIGSPATIAL (2018)
Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu, Brennan Bell
rasdaman: Spatio-temporal datacubes on steroids. SIGSPATIAL/GIS (2018)
Peter Baumann
Standardizing big earth datacubes. IEEE BigData (2017)
Veranika Liaukevich, Dimitar Misev, Peter Baumann, Vlad Merticariu
Location and Processing Aware Datacube Caching. SSDBM (2017)
Peter Baumann
Big data meets Internet of Things: A standards-based perspective. IGARSS (2017)
Angelos Tzotsos, Athanasios Karmas, Vlad Merticariu, Dimitar Misev, Peter Baumann
A datacube approach to agro-geoinformatics. Agro-Geoinformatics (2017)
Peter Baumann, Eric Hirschorn, Joan Masó-Pau, Vlad Merticariu, Dimitar Misev
All in One: Encoding spatio-temporal big data in XML, JSON, and RDF without information loss. IEEE BigData (2017)
Peter Baumann, Paolo Mazzetti, Joachim Ungar, Roberto Barbera, Damiano Barboni, Alan Beccati, Lorenzo Bigagli, Enrico Boldrini, Riccardo Bruno, Antonio Calanducci, Piero Campalani, D. Oliver Clements, Alex Mircea Dumitru, Mike Grant, Pasquale Herzig, George Kakaletris, John Laxton, Panagiota Koltsida, Kinga Lipskoch, Alireza Rezaei Mahdiraji, Simone Mantovani, Vlad Merticariu, Antonio Messina, Dimitar Misev, Stefano Natali, Stefano Nativi, Jelmer Oosthoek, Marco Pappalardo, James Passmore, Angelo Pio Rossi, Francesco Rundo, Marcus Sen, Vittorio Sorbera, Don V. Sullivan, Mario Torrisi, Leonardo Trovato, Maria Grazia Veratelli, Sebastian Wagner
Big Data Analytics for Earth Sciences: the EarthServer approach. Int. J. Digit. Earth 9 (1) (2016)
Peter Baumann, Angelo Pio Rossi
Datacubes as a service paradigm. IGARSS (2016)
Peter Baumann, Eric Hirschorn, Joan Masó-Pau, Alex Mircea Dumitru, Vlad Merticariu
Taming twisted cubes. GeoRich@SIGMOD (2016)
Alex Mircea Dumitru, Vlad Merticariu, Peter Baumann
Array Database Scalability: Intercontinental Queries on Petabyte Datasets. SSDBM (2016)
Peter Baumann
A voyage through dimensions: Recent innovations in geospatial coverages. IGARSS (2016)
Peng Yue, Peter Baumann, Kaylin M. Bugbee, Liangcun Jiang
Towards intelligent GIServices. Earth Sci. Informatics 8 (3) (2015)
Jinsongdi Yu, Peter Baumann
Serving spatio-temporal grids: How standards help. Geoinformatics (2015)
Dimitar Misev, Peter Baumann
Homogenizing Data and Metadata Retrieval in Scientific Applications. DOLAP (2015)
Alireza Rezaei Mahdiraji, Peter Baumann
MQuery: A query language for scientific meshes. IEEE BigData (2015)
Peter Baumann, Alex Mircea Dumitru, Vlad Merticariu
Grooming big data from afar. SIGSPATIAL/GIS (2015)
George Merticariu, Dimitar Misev, Peter Baumann
Towards a General Array Database Benchmark: Measuring Storage Access. WBDB (2015)
Jinsongdi Yu, Peter Baumann, Shirley Y. Crompton, Sheng Wu, Yimin Lu
Facilitate earth science data interoperability using the SCIDIP-ES data virtualisation toolkit. Earth Sci. Informatics 8 (3) (2015)
Andrej Andrejev, Dimitar Misev, Peter Baumann, Tore Risch
Spatio-Temporal Gridded Data Processing on the Semantic Web. DSDIS (2015)
Panagiotis Liakos, Panagiota Koltsida, George Kakaletris, Peter Baumann, Yannis E. Ioannidis, Alex Delis
A Distributed Infrastructure for Earth-Science Big Data Retrieval. Int. J. Cooperative Inf. Syst. 24 (2) (2015)
Alireza Rezaei Mahdiraji, Peter Baumann
Using Graph Traversal in Scientific Data Interpolation. EDBT/ICDT Workshops (2015)
Peter Baumann, Vlad Merticariu
On the efficient evaluation of array joins. IEEE BigData (2015)
Peter Baumann, Dimitar Misev
Enhancing science support in SQL. IEEE BigData (2015)
Peng Yue, Rahul Ramachandran, Peter Baumann
Editorial: intelligent GIServices. Earth Sci. Informatics 8 (3) (2015)
Panagiotis Liakos, Panagiota Koltsida, George Kakaletris, Peter Baumann
xWCPS: Bridging the Gap Between Array and Semi-structured Data. EKAW (Satellite Events) (2014)
Alireza Rezaei Mahdiraji, Peter Baumann
Processing scientific mesh queries in graph databases. WWW (Companion Volume) (2014)
Dimitar Misev, Peter Baumann
Extending the SQL array concept to support scientific analytics. SSDBM (2014)
Jinsongdi Yu, Peter Baumann, Dimitar Misev, Piero Campalani, Mirko Albani, Fulvio Marelli, David Giaretta, Shirley Y. Crompton
Point of view: Long-Term access to Earth Archives across Multiple Disciplines. Comput. Stand. Interfaces 36 (6) (2014)
Alex Mircea Dumitru, Vlad Merticariu, Peter Baumann
Exploring Cloud Opportunities from an Array Database Perspective. DanaC@SIGMOD (2014)
Piero Campalani, Dimitar Misev, Alan Beccati, Peter Baumann
Making Time Just Another Axis in Geospatial Services. TIME (2013)
Peter Baumann, Alex Mircea Dumitru, Vlad Merticariu, Dimitar Misev, Mihaela Rusu
Breaking the big data barrier by enhancing on-board sensor flexibility. BigSpatial@SIGSPATIAL (2013)
Piero Campalani, Alan Beccati, Peter Baumann
Improving Efficiency of Grid Representation in GML. EnviroInfo (2013)
Alireza Rezaei Mahdiraji, Peter Baumann, Guntram Berti
ImG-complex: graph data model for topology of unstructured meshes. CIKM (2013)
Peter Baumann, Alex Mircea Dumitru, Vlad Merticariu
The Array Database That Is Not a Database: File Based Array Query Answering in Rasdaman. SSTD (2013)
Dimitar Misev, Mihaela Rusu, Peter Baumann
A Semantic Resolver for Coordinate Reference Systems. W2GIS (2012)
Peter Baumann, Piero Campalani, Jinsongdi Yu, Dimitar Misev
Finding my CRS: a systematic way of identifying CRSs. SIGSPATIAL/GIS (2012)
Peter Baumann, Dimitar Misev
Towards scalable ad-hoc climate anomalies search. BigSpatial@SIGSPATIAL (2012)
Peter Baumann, Heinrich Stamerjohanns
Towards a Systematic Benchmark for Array Database Systems. WBDB (2012)
Dimitar Misev, Peter Baumann, Jürgen Seib
Towards Large-Scale Meteorological Data Services: A Case Study. Datenbank-Spektrum 12 (3) (2012)
Jinsongdi Yu, Peter Baumann, Xia Wang
RPRA: A novel approach to mastering geospatial web service testing complexity. ICSDM (2011)
Xia Wang, Jinsongdi Yu, Peter Baumann
A Web Coverage Ontology for Geospatial Web Applications. ICSC (2011)
André Santanchè, Peter Baumann, Diego Costa, Nicolas Oliveira
A component and query approach for scientific data exploration applications. SOCA (2011)
Xia Wang, Peter Baumann
Applying WCO ontology to geospatial web coverage services. GIS-SSO (2011)
Peter Baumann, Roger Brackin, Michael Owonibi, Tim Cutsworth
Towards Standards-Based, Interoperable Geo Image Processing Services. Geoinformatik (2011)
Peter Baumann, Sönke Holsten
A Comparative Analysis of Array Models for Databases. FGIT-DTA/BSBT (2011)
Peter Baumann
Accelerating computationally intensive queries on massive earth science data: (system demonstration). EDBT/ICDT Array Databases Workshop (2011)
Peter Baumann
Large-scale array analytics: taming the data tsunami. CIKM (2011)
Peter Baumann
How to INSPIRE Citizens: Towards Open Access to High-Volume Public Sector Geodata. EGOVIS (2011)
Jinsongdi Yu, Xia Wang, Peter Baumann
A Specification-Oriented Geospatial Coverage Ontology Study. ONTOSE (2010)
Michael Owonibi, Peter Baumann
A cost model for distributed coverage processing services. GIS-HPDGIS (2010)
Andrei Aiordachioaie, Peter Baumann
PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite. SSDBM (2010)
Angélica García Gutiérrez, Peter Baumann
Using Preaggregation to Speed Up Scaling Operations on Massive Spatio-temporal Data. ER (2010)
Peter Baumann
The OGC web coverage processing service (WCPS) standard. GeoInformatica 14 (4) (2010)
Michael Owonibi, Peter Baumann
Heuristic geo query decomposition and orchestration in a SOA. iiWAS (2010)
Peter Baumann
Beyond rasters: introducing the new OGC web coverage service 2.0. GIS (2010)
Peter Baumann
Language-Based Enforcement of Access Constraints on Geoscientific Image Data. ICDM Workshops (2010)
Peter Baumann, Shams Feyzabadi, Constantin Jucovschi
Putting Pixels in Place: A Storage Layout Language for Scientific Data. ICDM Workshops (2010)
Salahaldin Juba, Peter Baumann
A Coverage Representation Model Based on Explicit Topology. ADBIS (2010)
Peter Baumann
Designing a Geo-scientific Request Language - A Database Approach. SSDBM (2009)
Peter Baumann, Constantin Jucovschi, Sorin Stancu-Mara
Efficient Map Portrayal Using a General-Purpose Query Language. DEXA (2009)
Peter Baumann
Language-Based Access to Large Sensor Repositories. Sensors 9 (4) (2009)
Sorin Stancu-Mara, Peter Baumann
A comparative benchmark of large objects in relational databases. IDEAS (2008)
Peter Baumann
Konzeptuelle Modellierung von Geodiensten. Inform. Spektrum 31 (5) (2008)
Constantin Jucovschi, Peter Baumann, Sorin Stancu-Mara
Speeding up Array Query Processing by Just-In-Time Compilation. ICDM Workshops (2008)
Peter Baumann
Status and Prospects in Geo Raster Service Standardization. EnviroInfo (1) (2007)
Angélica García Gutiérrez, Peter Baumann
Modeling Fundamental Geo-Raster Operations with Array Algebra. ICDM Workshops (2007)
Peter Baumann
Large-Scale Earth Science Services: A Case for Databases. ER (Workshops) (2006)
Andrei Pisarev, Ekaterina Poustelnikova, Maria Samsonova, Peter Baumann
Erratum to "Mooshka: a system for the management of multidimensional gene expression data in situ": [Information Systems 28(4) (2003) 269-285]. Inf. Syst. 29 (1) (2004)
Andrei Pisarev, Ekaterina Poustelnikova, Maria Samsonova, Peter Baumann
Mooshka: a system for the management of multidimensional gene expression data in situ. Inf. Syst. 28 (4) (2003)
Peter Baumann
Large-Scale, Standards-Based Earth Observation Imagery and Web Mapping Services. VLDB (2003)
Bernd Reiner, Karl Hahn, Gabriele Höfling, Peter Baumann
Hierarchical Storage Support and Management for Large-Scale Multidimensional Array Database Management Systems. DEXA (2002)
Karl Hahn, Bernd Reiner, Gabriele Höfling, Peter Baumann
Parallel Query Support for Multidimensional Data: Inter-object Parallelism. DEXA (2002)
Peter Baumann
Grid Services for Fast Retrieval on Large Multidimensional Databases. HPCN Europe (2001)
Peter Baumann
Web-Enabled Raster GIS Services for Large Image and Map Databases. DEXA Workshop (2001)

Peter Baumann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Peter Baumann