Design And Applications Of An Interoperability Reference Model For Production E Science Infrastructures
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Design And Applications Of An Interoperability Reference Model For Production E Science Infrastructures
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Author : Morris Riedel
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2013
Design And Applications Of An Interoperability Reference Model For Production E Science Infrastructures written by Morris Riedel and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Automated Optimization Methods For Scientific Workflows In E Science Infrastructures
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Author : Sonja Holl
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2014
Automated Optimization Methods For Scientific Workflows In E Science Infrastructures written by Sonja Holl and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Scientific workflows have emerged as a key technology that assists scientists with the design, management, execution, sharing and reuse of in silico experiments. Workflow management systems simplify the management of scientific workflows by providing graphical interfaces for their development, monitoring and analysis. Nowadays, e-Science combines such workflow management systems with large-scale data and computing resources into complex research infrastructures. For instance, e-Science allows the conveyance of best practice research in collaborations by providing workflow repositories, which facilitate the sharing and reuse of scientific workflows. However, scientists are still faced with different limitations while reusing workflows. One of the most common challenges they meet is the need to select appropriate applications and their individual execution parameters. If scientists do not want to rely on default or experience-based parameters, the best-effort option is to test different workflow set-ups using either trial and error approaches or parameter sweeps. Both methods may be inefficient or time consuming respectively, especially when tuning a large number of parameters. Therefore, scientists require an effective and efficient mechanism that automatically tests different workflow set-ups in an intelligent way and will help them to improve their scientific results. This thesis addresses the limitation described above by defining and implementing an approach for the optimization of scientific workflows. In the course of this work, scientists’ needs are investigated and requirements are formulated resulting in an appropriate optimization concept. In a following step, this concept is prototypically implemented by extending a workflow management system with an optimization framework, including general mechanisms required to conduct workflow optimization. As optimization is an ongoing research topic, different algorithms are provided by pluggable extensions (plugins) that can be loosely coupled with the framework, resulting in a generic and quickly extendable system. In this thesis, an exemplary plugin is introduced which applies a Genetic Algorithm for parameter optimization. In order to accelerate and therefore make workflow optimization feasible at all, e-Science infrastructures are utilized for the parallel execution of scientific workflows. This is empowered by additional extensions enabling the execution of applications and workflows on distributed computing resources. The actual implementation and therewith the general approach of workflow optimization is experimentally verified by four use cases in the life science domain. All workflows were significantly improved, which demonstrates the advantage of the proposed workflow optimization. Finally, a new collaboration-based approach is introduced that harnesses optimization provenance to make optimization faster and more robust in the future.
Future Application And Middleware Technology On E Science
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Author : Ok-Hwan Byeon
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-12-01
Future Application And Middleware Technology On E Science written by Ok-Hwan Byeon and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-12-01 with Computers categories.
Future Application and Middleware Technology on e-Science presents selected papers from the 2008 Korea e-Science All-Hands-Meeting (AHM 2008). Hosted by the Korea Institute of Science and Technology Information, this meeting was designed to bring together developers and users of e-Science applications and enabling information technologies from international and interdisciplinary research communities. The AHM 2008 conference served as a forum for engineers and scientists to present state-of-the-art research and product/tool developments, and to highlight related activities in all fields of e-Science. The works presented in this edited volume bring together cross-disciplinary information on e-Science in one cohesive source. This book is suitable for the professional audience composed of industry researchers and practitioners of e-Science. This volume should also be suitable for advanced-level students in the field.
Multiscale Modelling Methods For Applications In Materials Science
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Author : Ivan Kondov
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2013
Multiscale Modelling Methods For Applications In Materials Science written by Ivan Kondov and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Guide To E Science
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Author : Xiaoyu Yang
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-05-26
Guide To E Science written by Xiaoyu Yang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-26 with Computers categories.
This guidebook on e-science presents real-world examples of practices and applications, demonstrating how a range of computational technologies and tools can be employed to build essential infrastructures supporting next-generation scientific research. Each chapter provides introductory material on core concepts and principles, as well as descriptions and discussions of relevant e-science methodologies, architectures, tools, systems, services and frameworks. Features: includes contributions from an international selection of preeminent e-science experts and practitioners; discusses use of mainstream grid computing and peer-to-peer grid technology for “open” research and resource sharing in scientific research; presents varied methods for data management in data-intensive research; investigates issues of e-infrastructure interoperability, security, trust and privacy for collaborative research; examines workflow technology for the automation of scientific processes; describes applications of e-science.
Characterizing Load And Communication Imbalance In Parallel Applications
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Author : David Böhme
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2014-03-28
Characterizing Load And Communication Imbalance In Parallel Applications written by David Böhme and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-28 with categories.
Numerical Simulation Of Gas Induced Orbital Decay Of Binary Systems In Young Clusters
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Author : Christina Korntreff
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2014
Numerical Simulation Of Gas Induced Orbital Decay Of Binary Systems In Young Clusters written by Christina Korntreff and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Unicore Summit 2013
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Author : Valentina Huber
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2013
Unicore Summit 2013 written by Valentina Huber and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Route Choice Modelling And Runtime Optimisation For Simulation Of Building Evacuation
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Author : Armel Ulrich Kemloh Wagoum
language : en
Publisher: Forschungszentrum Jülich
Release Date : 2013
Route Choice Modelling And Runtime Optimisation For Simulation Of Building Evacuation written by Armel Ulrich Kemloh Wagoum and has been published by Forschungszentrum Jülich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Towards Interoperable Research Infrastructures For Environmental And Earth Sciences
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Author : Zhiming Zhao
language : en
Publisher: Springer Nature
Release Date : 2020-07-24
Towards Interoperable Research Infrastructures For Environmental And Earth Sciences written by Zhiming Zhao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-24 with Computers categories.
This open access book summarises the latest developments on data management in the EU H2020 ENVRIplus project, which brought together more than 20 environmental and Earth science research infrastructures into a single community. It provides readers with a systematic overview of the common challenges faced by research infrastructures and how a ‘reference model guided’ engineering approach can be used to achieve greater interoperability among such infrastructures in the environmental and earth sciences. The 20 contributions in this book are structured in 5 parts on the design, development, deployment, operation and use of research infrastructures. Part one provides an overview of the state of the art of research infrastructure and relevant e-Infrastructure technologies, part two discusses the reference model guided engineering approach, the third part presents the software and tools developed for common data management challenges, the fourth part demonstrates the software via several use cases, and the last part discusses the sustainability and future directions.
