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Data-Driven Modeling and Coordination of Large Process Structures [chapter]

Dominic Müller, Manfred Reichert, Joachim Herbst
On the Move to Meaningful Internet Systems 2007: CoopIS, DOA, ODBASE, GADA, and IS  
In this paper, we introduce the COREPRO framework for the data-driven modeling of large process structures.  ...  The approach reduces modeling eorts signicantly and provides mechanisms for maintaining data-driven process structures.  ...  Section 3 shows how to model and instantiate (product) data structures. Section 4 deals with the data-driven creation and change of large process structures.  ... 
doi:10.1007/978-3-540-76848-7_10 dblp:conf/otm/MullerRH07 fatcat:kqn3eyfctrgzvbumh2535we7rm

COREPRO Sim : A Tool for Modeling, Simulating and Adapting Data-Driven Process Structures [chapter]

Dominic Müller, Manfred Reichert, Joachim Herbst, Detlef Köntges, Andreas Neubert
2008 Lecture Notes in Computer Science  
This paper presents the COREPROSim demonstrator which enables sophisticated support for modeling, coordinating and (dynamically) adapting data-driven process structures.  ...  Industry is increasingly demanding IT support for large engineering process structures consisting of hundreds up to thousands of synchronized processes.  ...  Introduction In the engineering domain, the development of complex products (e.g., cars) necessitates the coordination of large process structures.  ... 
doi:10.1007/978-3-540-85758-7_32 fatcat:texj2ygddnbvtcrwpar3w243ce

Data-Driven Design of Engineering Processes with COREPROModeler

Dominic Muller, Manfred Reichert, Joachim Herbst, Florian Poppa
2007 16th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2007)  
This information can be utilized for the modeling and execution of so-called data-driven process structures.  ...  In this paper, we present the COREPRO demonstrator that supports the data-driven modeling of these process structures.  ...  IT support for the modeling of data-driven process structures must meet four requirements.  ... 
doi:10.1109/wetice.2007.4407191 fatcat:yhfxyzdttjahdiluttiyybpfum

Flexibility of Data-Driven Process Structures [chapter]

Dominic Müller, Manfred Reichert, Joachim Herbst
2006 Lecture Notes in Computer Science  
Our goal is to enable product-driven (i.e., data-driven) process modeling, execution and adaptation.  ...  This paper discusses important issues related to the design, enactment and change of data-driven process structures.  ...  Introduction Industry increasingly demands IT support for the coordination of large and complex process structures, such as production and development processes.  ... 
doi:10.1007/11837862_19 fatcat:xsf3bpdqevhh3af74abceauzum

An Automated Data Processing Pipeline for Virus Structure Determination at High Resolution

Chen Yu, Dan C. Marinescu, John P. Morrison, Brian C. Clayton, David A. Power
2007 2007 IEEE International Parallel and Distributed Processing Symposium  
The automation of the data processing pipeline for virus structure determination at high resolution is a very challenging problem.  ...  This paper dissects some of the most difficult problems posed by the dynamic coordination of complex computational tasks in a large scale distributed data acquisition and analysis system.  ...  There are two major factors that distinguish the structural studies of large macromolecular structures like viruses from those of small proteins and make the automation of the data processing pipeline  ... 
doi:10.1109/ipdps.2007.370452 dblp:conf/ipps/YuMMCP07 fatcat:yqbwxi2ajrhcllodgyigag5m5u

datafold: data-driven models for point clouds and time series on manifolds

Daniel Lehmberg, Felix Dietrich, Gerta Köster, Hans-Joachim Bungartz
2020 Journal of Open Source Software  
This geometry is often of much lower dimension than the ambient data space, and finding a suitable set of coordinates can reduce the complexity of the dataset.  ...  An intrinsic geometry is what most data-driven models assume implicitly or explicitly in the available data, and successful machine learning algorithms adapt to this underlying structure for tasks like  ...  An intrinsic geometry is what most data-driven models assume implicitly or explicitly in the available data, and successful machine learning algorithms adapt to this underlying structure for tasks like  ... 
doi:10.21105/joss.02283 fatcat:orm4nlvgwjgxjl2m4ibrzb62fq

Coordination Models and Languages [chapter]

George A. Papadopoulos, Farhad Arbab
1998 Advances in Computers  
We then go on to classify these models and languages as either "data-driven" or "control-driven" (also called "process-" or "task-oriented").  ...  Coordination Models and Languages Data-vs. Control-Driven Coordination The purpose of this (third) main section of the chapter is to present the most important coordination models and languages.  ...  ACKNOWLEDGMENTS A number of people have provided useful feedback in improving the presentation of the survey and its contents.  ... 
doi:10.1016/s0065-2458(08)60208-9 fatcat:lexeqxeti5eiza2rxbfis5eekq

From Bureaucratic Coordination to a Data-Driven Model: Transformation and Capacity Building of Community-Based Prevention and Control of Public Health Events

Mingxia Xian, Chong Zhao, Yicheng Zhou
2022 International Journal of Environmental Research and Public Health  
and control encounters the "regulatory feedback" that inhibits the growth at the data-driven level.  ...  However, with the development of the epidemic showing a strong trend of being latent and wide spread, the "reinforcing feedback" from the bureaucratic coordination model on the effect of epidemic prevention  ...  Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/ijerph19148238 pmid:35886091 pmcid:PMC9323052 fatcat:lchc3ipu25g2tlujf7itlcla34

IT Support for Release Management Processes in the Automotive Industry [chapter]

Dominic Müller, Joachim Herbst, Markus Hammori, Manfred Reichert
2006 Lecture Notes in Computer Science  
This results in a number of fundamental challenges requiring new paradigms for the product-driven design, enactment and adaptation of processes.  ...  The coordination and synchronization of these processes has become a complex and error-prone task due to the increasing number of functions and embedded systems in modern cars.  ...  New mechanism and paradigms for flexibility in configuration-driven process structures are required to enable IT support for process coordination not only in the automotive industry.  ... 
doi:10.1007/11841760_26 fatcat:dgdhsrtg5fbydc74xkhfnjkn2u

Deformation Monitoring and Shape Reconstruction of Flexible Planer Structures Based on FBG

Huifeng Wu, Rui Dong, Zheng Liu, Hui Wang, Lei Liang
2022 Micromachines  
., we propose a reconstruction approach based on FBG and a data-driven model; with the aid of ANSYS finite element software, a simulation model was built, and training samples were collected.  ...  Four data-driven models were constructed (linear regression, regression tree, integrated tree, and BP neural network) and comprehensively evaluated; the predictive value of the BP neural network was closer  ...  The introduction of the data-driven model breaks through the traditional shape reconstruction thought process.  ... 
doi:10.3390/mi13081237 fatcat:wyvmrf6ycjdcliiiolqcq5x5lu

Coordination Models and Languages [chapter]

2001 Lecture Notes in Computer Science  
We then go on to classify these models and languages as either "data-driven" or "control-driven" (also called "process-" or "task-oriented").  ...  A new class of models, formalisms and mechanisms has recently evolved for describing concurrent and distributed computations based on the concept of "coordination".  ...  This work has been partially supported by the INCO-DC KIT (Keep-in-Touch) program 962144 "Developing Software Engineering Environments for Distributed Information Systems", financed by the Commission of  ... 
doi:10.1007/3-540-44933-7_3 fatcat:2svc4miuvfej3hwlqrphzocvdq

Enabling multiscale modeling in systems medicine

Olaf Wolkenhauer, Charles Auffray, Olivier Brass, Jean Clairambault, Andreas Deutsch, Dirk Drasdo, Francesco Gervasio, Luigi Preziosi, Philip Maini, Anna Marciniak-Czochra, Christina Kossow, Lars Kuepfer (+8 others)
2014 Genome Medicine  
Under the umbrella of systems biology, workflows of data-driven modeling and model-driven experimentation have led to the development of computational models that describe processes at all levels, including  ...  Systems biology has contributed workflows for data-driven modeling and model-driven experimentation to the life sciences.  ...  Acknowledgements The workshop that launched the collaborative writing of this paper was funded through CASyM, a Coordinating Action for the Implementation of Systems  ... 
doi:10.1186/gm538 pmid:25031615 pmcid:PMC4062045 fatcat:6rs5zhtsfbf7thekdejja6syaq

Fusing Georeferenced and Stereoscopic Image Data for 3D Building Façade Reconstruction

Konstantinos Bacharidis, Froso Sarri, Vasilis Paravolidakis, Lemonia Ragia, Michalis Zervakis
2018 ISPRS International Journal of Geo-Information  
The final output of our method is a georeferenced 3D model of the structure's façade, which can be further refined with the use of image-driven texture information.  ...  In the final stage, the structural information extracted from the image data is integrated with georeferenced point datasets.  ...  Acknowledgments: We would like to acknowledge the contribution of D. Tsichritzis for editing and valuable comments. We also thank the reviewers for their constructive comments.  ... 
doi:10.3390/ijgi7040151 fatcat:4mjkhrmcsvczvdzctbh2u2gzry

A physics and data co-driven surrogate modeling approach for temperature field prediction on irregular geometric domain [article]

Kairui Bao, Wen Yao, Xiaoya Zhang, Wei Peng, Yu Li
2022 arXiv   pre-print
To alleviate this difficulty, we propose a novel physics and data co-driven surrogate modeling method.  ...  Second, a physics-driven CNN surrogate with partial differential equation (PDE) residuals as a loss function is utilized for fast meshing (meshing surrogate); then, we present a data-driven surrogate model  ...  And to prove the validity of the meshing surrogate, we compare the mesh quality of the physics-driven and data-driven method on U-net with the same structure.  ... 
arXiv:2203.08150v1 fatcat:ov6uj66jhjcr7koiruxhydlb6i

Superimposing semantic mesh to prevent information processes entanglement

Viacheslav Wolfengagen, Larisa Ismailova, Sergey Kosikov, Juliane Dohrn
2020 Procedia Computer Science  
The use of scaling to reflect the dynamics of information processes that represent data is shown.  ...  In this paper, we study the problems of extracting concepts from data and introduce the notion of deviation of concepts.  ...  The notion of declarative data-driven coordination (D3C) is to support coordination in the spirit of data management: to be data-driven and defined using convenient declarative languages.  ... 
doi:10.1016/j.procs.2020.02.197 fatcat:ppqaaqj7k5hv5bh3uyaxasmmoi
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