An extended Meta Learning Approach for Automating Model Selection in Big Data Environments using Microservice and Container Virtualizationz Technologies.

[BibT_eX]

[DOI]

Shadi Shahoud

Moritz Winter

Hatem Khalloof

Clemens Düpmeier

Veit Hagenmeyer

Internet Things, 2021

A generic flexible and scalable framework for hierarchical parallelization of population-based metaheuristics.

[BibT_eX]

[DOI]

Internet Things, 2021

Energy hub gas: a multi-domain system modelling and co-simulation approach.

[BibT_eX]

[DOI]

Proceedings of the MSCPES@CPSIoTWeek '21: Proceedings of the 9th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, Virtual Event, May 19, 2021

2020

Facilitating and Managing Machine Learning and Data Analysis Tasks in Big Data Environments Using Web and Microservice Technologies.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2020

A Scalable Method for Scheduling Distributed Energy Resources using Parallelized Population-based Metaheuristics.

[BibT_eX]

[DOI]

CoRR, 2020

A Meta Learning Approach for Automating Model Selection in Big Data Environments using Microservice and Container Virtualization Technologies.

[BibT_eX]

[DOI]

Proceedings of the MEDES '20: 12th International Conference on Management of Digital EcoSystems, 2020

Design of a Web-Service for Formal Descriptions of Domain-Specific Data.

[BibT_eX]

[DOI]

Proceedings of the Environmental Software Systems. Data Science in Action, 2020

Descriptive Statistics Time-based Meta Features (DSTMF): Constructing a better Set of Meta Features for Model Selection in Energy Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the APPIS 2020: 3rd International Conference on Applications of Intelligent Systems, 2020

2019

A Distributed Modular Scalable and Generic Framework for Parallelizing Population-Based Metaheuristics.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2019

Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization Approach.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

2018

Concept and benchmark results for Big Data energy forecasting based on Apache Spark.

[BibT_eX]

[DOI]

Jorge Ángel González Ordiano

J. Big Data, 2018

A Generic and Highly Scalable Framework for the Automation and Execution of Scientific Data Processing and Simulation Workflows.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Architecture, 2018

A generic distributed microservices and container based framework for metaheuristic optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A Consistent View of the Smart Grid: Bridging the Gap between IEC CIM and IEC 61850.

[BibT_eX]

[DOI]

Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

2017

A Generic Web Cache Infrastructure for the Provision of Multifarious Environmental Data.

[BibT_eX]

[DOI]

Proceedings of the Environmental Software Systems. Computer Science for Environmental Protection, 2017

A Generic Microservice Architecture for Environmental Data Management.

[BibT_eX]

[DOI]

Proceedings of the Environmental Software Systems. Computer Science for Environmental Protection, 2017

3D Volume Visualization of Environmental Data in the Web.

[BibT_eX]

[DOI]

Proceedings of the Environmental Software Systems. Computer Science for Environmental Protection, 2017

From Sensors to Users - Using Microservices for the Handling of Measurement Data.

[BibT_eX]

[DOI]

Proceedings of the From Science to Society, 2017

A Lightweight Web Components Framework for Accessing Generic Data Services in Environmental Information Systems.

[BibT_eX]

[DOI]

Proceedings of the From Science to Society, 2017

2016

LUPO mobil - Konzepte und technologische Einblicke in die App "Meine Umwelt".

[BibT_eX]

[DOI]

Proceedings of the Tagungsband des 23. Workshops "Umweltinformationssysteme 2016, 2016

Generic Web Framework for Environmental Data Visualization.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Environmental Informatics, 2016

2015

Towards a Search Driven System Architecture for Environmental Information Portals.

[BibT_eX]

[DOI]

Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

A Concept for the Control, Monitoring and Visualization Center in Energy Lab 2.0.

[BibT_eX]

[DOI]

Proceedings of the Energy Informatics, 2015

2014

Towards a Complete Tool Chain for Eco-Balancing Governmental Buildings.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Informatics for Environmental Protection: ICT for Energy Effieciency, 2014

2013

"My Environment" - A Dashboard for Environmental Information on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

Using Cloud Technologies to Complement Environmental Information Systems.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Environmental Informatics for Environmental Protection, 2013

Extending the ILCD Format to Support Environmental Product Declarations of Construction Products.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Environmental Informatics for Environmental Protection, 2013

Key IT-results of the BioEnergieDat Project.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Environmental Informatics for Environmental Protection, 2013

2012

Creating LCA Data Exchange Networks.

[BibT_eX]

[DOI]

Proceedings of the Light up the Ideas of Environmental Informatics: Proceedings of the 26th International Conference on Informatics for Environmental Protection, 2012

Managing LCI Data from Different Workgroups within the same Instance of an LCA Database.

[BibT_eX]

[DOI]

Proceedings of the Light up the Ideas of Environmental Informatics: Proceedings of the 26th International Conference on Informatics for Environmental Protection, 2012

2011

The International Reference Life Cycle Data System (ILCD) Format - Basic Concepts and Implementation of Life Cycle Impact Assessment (LCIA) Method Data Sets.

[BibT_eX]

[DOI]

Marc-Andree Wolf

Oliver Kusche

Clemens Düpmeier

Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011

Concept of a Universal Mobile Application Accessing Environmental Information Systems.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011

Concept and Implementation of a Service API for the Remote Access to Life Cycle Assessment Databases.

[BibT_eX]

[DOI]

Clemens Düpmeier

Oliver Kusche

Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011

2008

Challenges of Providing an Internet-based Data Management Infrastructure for a National Supply of Life Cycle Inventory Data.

[BibT_eX]

[DOI]

Achim Stadtherr

Clemens Düpmeier

Oliver Kusche

Proceedings of the Environmental Informatics and Industrial Ecology: Proceedings of the 22nd International Conference for Environmental Protection, 2008

2006

Theme Park Environment as an example of environmental information systems for the public.

[BibT_eX]

[DOI]

Clemens Düpmeier

Werner Geiger

Environ. Model. Softw., 2006

The German Network on Life Cycle Inventory Data - Using Modern Techniques for Web Portals to Meet the Requirements of an Environmental Network.

[BibT_eX]

[DOI]

Proceedings of the Managing Environmental Knowledge: Proceedings of the 20th International Conference for Environmental Protection, 2006

Concept and Implementation of the Internet Site on Life Cycle Assessment Tools, Databases and Services, and on Life Cycle Data in Support of the European Integrated Product Policy.

[BibT_eX]

[DOI]

Proceedings of the Managing Environmental Knowledge: Proceedings of the 20th International Conference for Environmental Protection, 2006

2005

Theme Park Soil-Geology-Nature: A Case Study for the Evaluation of New Concepts of Environmental Information Systems for the General Public.

[BibT_eX]

[DOI]

Clemens Düpmeier