TY - JOUR A1 - Anders, Gerrit A1 - Schiendorfer, Alexander A1 - Siefert, Florian A1 - Steghöfer, Jan-Philipp A1 - Reif, Wolfgang T1 - Cooperative Resource Allocation in Open Systems of Systems JF - ACM Transactions on Autonomous and Adaptive Systems UR - https://dl.acm.org/doi/10.1145/2700323 Y1 - 2015 UR - https://dl.acm.org/doi/10.1145/2700323 SN - 1556-4665 SN - 1556-4703 VL - 10 IS - 2 PB - ACM CY - New York ER - TY - CHAP A1 - Schiendorfer, Alexander A1 - Anders, Gerrit A1 - Steghöfer, Jan-Philipp A1 - Reif, Wolfgang ED - Nguyen, Ngoc Thanh ED - Kowalczyk, Ryszard ED - Duval, Béatrice ED - van den Herik, Jaap ED - Loiseau, Stephane ED - Filipe, Joaquim T1 - Abstraction of Heterogeneous Supplier Models in Hierarchical Resource Allocation T2 - Transactions on Computational Collective Intelligence XX UR - https://doi.org/10.1007/978-3-319-27543-7_2 Y1 - 2016 UR - https://doi.org/10.1007/978-3-319-27543-7_2 SN - 978-3-319-27543-7 SP - 23 EP - 53 PB - Springer CY - Cham ER - TY - CHAP A1 - Schiendorfer, Alexander A1 - Wautelet, Yves A1 - Reif, Wolfgang ED - Loiseau, Stephane ED - Filipe, Joaquim ED - Duval, Béatrice ED - van den Herik, Jaap T1 - Modeling Hierarchical Resources Within a Unified Ontology BT - A Position Paper T2 - Proceedings of the International Conference on Agents and Artificial Intelligence N2 - Resource-Intensive Software Ecosystems (RISE) can mainly be found in production management but also in virtually any socio-technical environment. RISE appear prominently in the form of smart grids or cloud environments where optimizing resource utilization and allocation becomes the most important aspect for competitive service provision. In such a context, the need for unified ontologies supported by adaptive software (i.e., software able to learn from and act on its environment) is highly attractive. Indeed, resources are mostly not monolithic entities but active and collaborative agents often organized in a hierarchical manner. A hierarchy implies multiple levels of abstraction leading to resource allocation on different levels of organization -- with abstractions being relevant for both inter- and intra-organization resource management. Once adequately defined, the use of constraint-based optimization algorithms on those multiple levels can provide efficient resource allocation. We apply, in this paper, ontological elements to model resources in a unified manner on multiple levels onto an example taken from distributed energy management. Then we present algorithmic ideas to organize the hierarchy of these resources. UR - https://doi.org/10.5220/0005289006140619 Y1 - 2015 UR - https://doi.org/10.5220/0005289006140619 UR - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:573-42448 SN - 978-989-758-074-1 SP - 614 EP - 619 PB - SciTePress CY - Setúbal ER - TY - CHAP A1 - Stieber, Simon A1 - Schröter, Niklas A1 - Fauster, Ewald A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang ED - Wani, M. Arif ED - Sethi, Ishwar ED - Shi, Weisong ED - Qu, Guangzhi ED - Raicu, Daniela Stan ED - Jin, Ruoming T1 - PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing T2 - Proceedings: 20th IEEE International Conference on Machine Learning and Applications (ICMLA 2021) UR - https://doi.org/10.1109/ICMLA52953.2021.00116 KW - Sequence-to-Instance Learning KW - Architecture comparison KW - CFRP KW - LCM KW - Industry 4.0 KW - Digital Twin Y1 - 2021 UR - https://doi.org/10.1109/ICMLA52953.2021.00116 SN - 978-1-6654-4337-1 SP - 694 EP - 697 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Stieber, Simon A1 - Schröter, Niklas A1 - Schiendorfer, Alexander A1 - Hoffmann, Alwin A1 - Reif, Wolfgang ED - Dong, Yuxiao ED - Mladenić, Dunja ED - Saunders, Craig T1 - FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs T2 - Machine Learning and Knowledge Discovery in Databases, Applied Data Science Track, Proceedings, Part IV UR - https://doi.org/10.1007/978-3-030-67667-4_25 KW - process monitoring KW - convolutional neural networks KW - digital twin KW - manufacturing KW - industrial automation KW - resin transfer molding KW - carbon composites Y1 - 2021 UR - https://doi.org/10.1007/978-3-030-67667-4_25 SN - 978-3-030-67667-4 SN - 978-3-030-67666-7 N1 - Access to this content is enabled by Nationallizenz Ebooks Medicine SP - 411 EP - 426 PB - Springer CY - Cham ER - TY - CHAP A1 - Hanke, Julian A1 - Kosak, Oliver A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang T1 - Self-organized Resource Allocation for Reconfigurable Robot Ensembles T2 - 2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO) UR - https://doi.org/10.1109/SASO.2018.00022 KW - multi-agent KW - multi-robot KW - resource allocation KW - self-awareness KW - self-configuration Y1 - 2018 UR - https://doi.org/10.1109/SASO.2018.00022 SN - 978-1-5386-5172-8 SP - 110 EP - 119 PB - IEEE CY - Los Alamitos ER - TY - CHAP A1 - Schiendorfer, Alexander A1 - Gajek, Carola A1 - Reif, Wolfgang ED - Bischl, Bernd ED - Guhr, Oliver ED - Seibold, Heidi ED - Steinbach, Peter T1 - Turning Software Engineers into Machine Learning Engineers T2 - Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop Y1 - 2021 UR - https://proceedings.mlr.press/v141/schiendorfer21a.html IS - 141 SP - 36 EP - 41 PB - PMLR CY - [s. l.] ER - TY - CHAP A1 - Schiendorfer, Alexander A1 - Steghöfer, Jan-Philipp A1 - Reif, Wolfgang T1 - Synthesised Constraint Models for Distributed Energy Management T2 - Proceedings of the 2014 Federated Conference on Computer Science and Information Systems (FedCSIS) Y1 - 2014 UR - https://ieeexplore.ieee.org/document/6933199 SN - 978-83-60810-58-3 SP - 1529 EP - 1538 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Wilfert, Jonas A1 - Paprotta, Niklas A1 - Kosak, Oliver A1 - Stieber, Simon A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang ED - El-Araby, Esam ED - Kalogeraki, Vana ED - Pianini, Danilo ED - Lassabe, Frédéric ED - Porter, Barry ED - Gharemani, Sona ED - Nunes, Ingrid ED - Bakhouya, Mohamed ED - Tomforde, Sven T1 - A Real-Word Realization of the AntNet Routing Algorithm with ActivityBots T2 - Proceedings, 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion UR - https://doi.org/10.1109/ACSOS-C52956.2021.00072 KW - AntNet KW - ActivityBots KW - Teaching Y1 - 2021 UR - https://doi.org/10.1109/ACSOS-C52956.2021.00072 SN - 978-1-6654-4393-7 SP - 289 EP - 290 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Anders, Gerrit A1 - Schiendorfer, Alexander A1 - Steghöfer, Jan-Philipp A1 - Reif, Wolfgang ED - Stechele, Walter ED - Wild, Thomas T1 - Robust Scheduling in a Self-Organizing Hierarchy of Autonomous Virtual Power Plants T2 - ARCS 2014 - 27th International Conference on Architecture of Computing Systems: Workshop Proceedings Y1 - 2014 UR - https://www.vde-verlag.de/proceedings-en/563579019.html SN - 978-3-8007-3579-2 N1 - Auch veröffentlicht auf IEEE: https://ieeexplore.ieee.org/document/6775090 PB - VDE Verlag CY - Berlin ER -