Peter Baumann

Orcid: 0000-0003-3860-4726

Affiliations:
  • Jacobs University, Bremen, Germany


According to our database1, Peter Baumann authored at least 119 papers between 1988 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
A survey on machine learning in array databases.
Appl. Intell., May, 2023

Performance of Null Handling in Array Databases.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Space Cubes: Satellite On-Board Processing of Datacube Queries.
Open J. Internet Things, 2022

HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction.
Data Intell., 2022

The rasdaman Array DBMS: Concepts, Architecture, and What People Do With It.
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

Enhanced Insight for Environment and Security: The Cube4Envsec Initiative.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Building the Next-Generation Radio Networks Planning Infrastructure using Datacubes.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Array databases: concepts, standards, implementations.
J. Big Data, 2021

A general conceptual framework for multi-dimensional spatio-temporal data sets.
Environ. Model. Softw., 2021

Coverage Standards as a Mature Interoperability-Enabling Implementation Platform.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The OGC/ISO coverage API standards: Heavy-lifting APIs for massive multi-dimensional data.
Proceedings of the SpatialAPI@SIGSPATIAL 2021: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on APIs and Libraries for Geospatial Data Science, 2021

Towards a Model-Driven Datacube Analytics Language.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Arrays in Databases: from Underdog to First-Class Citizen.
Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

The EarthServer Global Datacube Federation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

How Databases NoSQL Helps Teaching Databases, Geometry, and Remote Sensing Simultaneously.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Big Data Standards and Analysis-Readiness: Status and Evolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

On the Integration of Machine Learning and Array Databases.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Making an Array Database Language Server-Side Extensible.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Interconnecting Sensor Data and Datacubes.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Remote Sensing Analytics in Databases with ISO SQL/MDA.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Massively Distributed Datacube Processing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Access Control on Big Data and Small Pixels: How to Achieve Privacy and Security.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

From Sensor-Centric to User-Centric - when are data Analysis-Ready?
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

rasdaman: Open Standards Based Scalable Datacube Analytics.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, 2019

BigDataCube: A Scalable, Federated Service Platform for Copernicus.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Datacube Standards and their Contribution to Analysis-Ready Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Datacubes: A Technology Survey.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

rasdaman: Spatio-temporal datacubes on steroids.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Using Datacube Technology for In-Situ-Enhanced Precision Farming.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018

Navigating Sea-Ice Timeseries Data using Tracklines.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017
Location and Processing Aware Datacube Caching.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Big data meets Internet of Things: A standards-based perspective.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Standardizing big earth datacubes.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

All in One: Encoding spatio-temporal big data in XML, JSON, and RDF without information loss.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

A datacube approach to agro-geoinformatics.
Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016
Big Data Analytics for Earth Sciences: the EarthServer approach.
Int. J. Digit. Earth, 2016

Array Database Scalability: Intercontinental Queries on Petabyte Datasets.
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

Taming twisted cubes.
Proceedings of the Third International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2016

A voyage through dimensions: Recent innovations in geospatial coverages.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Datacubes as a service paradigm.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Distributed Infrastructure for Earth-Science Big Data Retrieval.
Int. J. Cooperative Inf. Syst., 2015

Editorial: intelligent GIServices.
Earth Sci. Informatics, 2015

Towards intelligent GIServices.
Earth Sci. Informatics, 2015

Facilitate earth science data interoperability using the SCIDIP-ES data virtualisation toolkit.
Earth Sci. Informatics, 2015

Towards a General Array Database Benchmark: Measuring Storage Access.
Proceedings of the Big Data Benchmarking, 2015

Grooming big data from afar.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Serving spatio-temporal grids: How standards help.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

Using Graph Traversal in Scientific Data Interpolation.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

Spatio-Temporal Gridded Data Processing on the Semantic Web.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

Homogenizing Data and Metadata Retrieval in Scientific Applications.
Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, 2015

MQuery: A query language for scientific meshes.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Enhancing science support in SQL.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

On the efficient evaluation of array joins.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Point of view: Long-Term access to Earth Archives across Multiple Disciplines.
Comput. Stand. Interfaces, 2014

Processing scientific mesh queries in graph databases.
Proceedings of the 23rd International World Wide Web Conference, 2014

Extending the SQL array concept to support scientific analytics.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Exploring Cloud Opportunities from an Array Database Perspective.
Proceedings of the Third Workshop on Data analytics in the Cloud, 2014

xWCPS: Bridging the Gap Between Array and Semi-structured Data.
Proceedings of the Knowledge Engineering and Knowledge Management, 2014

2013
Making Time Just Another Axis in Geospatial Services.
Proceedings of the 2013 20th International Symposium on Temporal Representation and Reasoning, 2013

The Array Database That Is Not a Database: File Based Array Query Answering in Rasdaman.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Breaking the big data barrier by enhancing on-board sensor flexibility.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013

Improving Efficiency of Grid Representation in GML.
Proceedings of the 27th International Conference on Environmental Informatics for Environmental Protection, 2013

ImG-complex: graph data model for topology of unstructured meshes.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Towards Large-Scale Meteorological Data Services: A Case Study.
Datenbank-Spektrum, 2012

Towards a Systematic Benchmark for Array Database Systems.
Proceedings of the Specifying Big Data Benchmarks, 2012

A Semantic Resolver for Coordinate Reference Systems.
Proceedings of the Web and Wireless Geographical Information Systems, 2012

Finding my CRS: a systematic way of identifying CRSs.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Towards scalable ad-hoc climate anomalies search.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2012

2011
A component and query approach for scientific data exploration applications.
Proceedings of the 2011 IEEE International Conference on Service-Oriented Computing and Applications, 2011

A Web Coverage Ontology for Geospatial Web Applications.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

RPRA: A novel approach to mastering geospatial web service testing complexity.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

Applying WCO ontology to geospatial web coverage services.
Proceedings of the 2011 International Workshop on Spatial Semantics and Ontologies, 2011

Towards Standards-Based, Interoperable Geo Image Processing Services.
Proceedings of the Geoinformatik 2011 - Geochange: Konferenzband, Münster, 2011

A Comparative Analysis of Array Models for Databases.
Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011

How to INSPIRE Citizens: Towards Open Access to High-Volume Public Sector Geodata.
Proceedings of the Electronic Government and the Information Systems Perspective, 2011

Accelerating computationally intensive queries on massive earth science data: (system demonstration).
Proceedings of the 2011 EDBT/ICDT Workshop on Array Databases, 2011

Large-scale array analytics: taming the data tsunami.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
The OGC web coverage processing service (WCPS) standard.
GeoInformatica, 2010

PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite.
Proceedings of the Scientific and Statistical Database Management, 2010

Heuristic geo query decomposition and orchestration in a SOA.
Proceedings of the iiWAS'2010, 2010

Putting Pixels in Place: A Storage Layout Language for Scientific Data.
Proceedings of the ICDMW 2010, 2010

Language-Based Enforcement of Access Constraints on Geoscientific Image Data.
Proceedings of the ICDMW 2010, 2010

A cost model for distributed coverage processing services.
Proceedings of the 2010 First International Workshop on High Performance and Distributed Geographic Information Systems, 2010

Beyond rasters: introducing the new OGC web coverage service 2.0.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Using Preaggregation to Speed Up Scaling Operations on Massive Spatio-temporal Data.
Proceedings of the Conceptual Modeling, 2010

A Specification-Oriented Geospatial Coverage Ontology Study.
Proceedings of the Ontology, Conceptualization and Epistemology for Information Systems, Software Engineering and Service Science, 2010

A Coverage Representation Model Based on Explicit Topology.
Proceedings of the Advances in Databases and Information Systems, 2010

2009
Language-Based Access to Large Sensor Repositories.
Sensors, 2009

Designing a Geo-scientific Request Language - A Database Approach.
Proceedings of the Scientific and Statistical Database Management, 2009

Efficient Map Portrayal Using a General-Purpose Query Language.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

2008
Konzeptuelle Modellierung von Geodiensten.
Inform. Spektrum, 2008

A comparative benchmark of large objects in relational databases.
Proceedings of the 12th International Database Engineering and Applications Symposium (IDEAS 2008), 2008

Speeding up Array Query Processing by Just-In-Time Compilation.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Modeling Fundamental Geo-Raster Operations with Array Algebra.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Status and Prospects in Geo Raster Service Standardization.
Proceedings of the Environmental Informatics and Systems Research: Proceedings of the 21st International Conference for Environmental Protection, 2007

2006
Large-Scale Earth Science Services: A Case for Databases.
Proceedings of the Advances in Conceptual Modeling - Theory and Practice, 2006

2005
Raster Databases.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004
Erratum to "Mooshka: a system for the management of multidimensional gene expression data in situ": [Information Systems 28(4) (2003) 269-285].
Inf. Syst., 2004

2003
Mooshka: a system for the management of multidimensional gene expression data in situ.
Inf. Syst., 2003

Large-Scale, Standards-Based Earth Observation Imagery and Web Mapping Services.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

2002
Hierarchical Storage Support and Management for Large-Scale Multidimensional Array Database Management Systems.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

Parallel Query Support for Multidimensional Data: Inter-object Parallelism.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

2001
Grid Services for Fast Retrieval on Large Multidimensional Databases.
Proceedings of the High-Performance Computing and Networking, 9th International Conference, 2001

Web-Enabled Raster GIS Services for Large Image and Map Databases.
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

2000
Visualizing Multidimensional Raster Data with rView.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

1999
Spatio-Temporal Retrieval with RasDaMan.
Proceedings of the VLDB'99, 1999

A Database Array Algebra for Spatio-Temporal Data and Beyond.
Proceedings of the Next Generation Information Technologies and Systems, 1999

Performance Evaluation of Multidimensional Array Storage Techniques in Databases.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

Storage of Multidimensional Arrays Based on Arbitrary Tiling.
Proceedings of the 15th International Conference on Data Engineering, 1999

1998
Efficient Execution of Operations in a DBMS for Multidimensional Arrays.
Proceedings of the 10th International Conference on Scientific and Statistical Database Management, 1998

The Multidimensional Database System RasDaMan.
Proceedings of the SIGMOD 1998, 1998

An Efficient Strategy for Tiling Multidimensional OLAP Data Cubes.
Proceedings of the Data Mining und Data Warehousing, 1998

1997
Geo/Environmental and Medical Data Management in the RasDaMan System.
Proceedings of the VLDB'97, 1997

The RasDaMan approach to multidimensional database management.
Proceedings of the 1997 ACM symposium on Applied Computing, 1997

Object-Oriented Design of a Database Engine for Multidimensional Discrete Data.
Proceedings of the 1997 International Conference on Object Oriented Information Systems, 1997

Towards Comprehensive Database Support for Geoscientific Raster Data.
Proceedings of the GIS '97. Proceedings of the 5th International Workshop on Advances in Geographic Information Systems, 1997

Anfrageformulierung und Ablage dimensionsbehafteter Daten in RasDaMan.
Proceedings of the Datenbanksysteme in Büro, 1997

1993
Database Support for Multidimensional Discrete Data.
Proceedings of the Advances in Spatial Databases, 1993

1988
A Formal Specification of a Boundary Representation.
Proceedings of the 9th European Computer Graphics Conference and Exhibition, 1988


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