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Modeling for NASA autonomous nano-technology swarm missions and model-driven autonomic computing

Modeling for NASA autonomous nano-technology swarm missions ...

引用

21st international conference on Advanced Networking and Applications

作者： Hinchey, Michael Dai, Yuan-Shun Rouff, C. A. Rash, James L. Qi, Mingrui Loyola Coll Dept Comp Sci Baltimore MD 21210 USA Purdue Univ IUPUI Dept Comp Sci W Lafayette IN USA SAIC Mclean VA USA NASA Goddard Space Flight Ctr Goddard MD USA

ISBN: (纸本)9780769528465

NASA ANTS (Autonomous Nano-technology Swarm missions will be operating in the universe, and therefore rely much on high autonomy. This paper presents a novel technology for NASA's ANTS missions, named as Model-Driven Autonomic computing. As the foundation for the technology, a new model is constructed for the ANTS system. Exceeding other existent models, the new hierarchical model overcomes the challenges of largeness, complexity, dynamicity and unexpectedness possessed by the ANTS system. Then, the paper exhibits the structure and functions of virtual neuron that is basic unit together with the model for the model-driven autonomic technology in ANTS missions. The paper also deploys self-configuration, self-healing, self-optimization and self-protection for ANTS. A case study, examples and simulations are illustrated

关键词： NASA

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A dynamic multi-strategies scheduling algorithm for heterogeneous computing systems 21

A dynamic multi-strategies scheduling algorithm for heteroge...

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21st IEEE international conference on High Performance computing and Communications, 17th IEEE international conference on Smart City and 5th IEEE international conference on Data Science and Systems, HPCC/SmartCity/DSS 2019

作者： Lv, Xiangyu Hu, Wei Wang, Yonghao College of Computer Science and Technology Wuhan University of Science and Technology China Hubei Province Key Laboratory of Intelligent Information Processing Real-time Industrial System China Digital Media Lab Birmingham City University United Kingdom

ISBN: (纸本)9781728120584

Efficient scheduling algorithms play an essential part in heterogeneous computing systems (HeCS) to achieve high performance. So we proposed a new efficient dynamic multi-strategies scheduling algorithm (DMS). The basic idea of this algorithm is to reduce communication in the priority calculation phase and task mapping phase. In the priority calculation phase, the algorithm increases the weight of the task. During the task mapping phase, three approaches for mapping tasks are proposed, and the method which reduces the most communication time among the three approaches is chosen as the task mapping standard. The results of the algorithm presented in this paper demonstrate improved performance in terms of speedup, and schedule length ratio. © 2019 IEEE.

关键词： Scheduling algorithms

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How can we Teach Educational Robotics to Foster 21st Learning Skills through PBL, Arduino and S4A? 9th

How can we Teach Educational Robotics to Foster 21st Learnin...

引用

9th international conference on Robotics in Education (RiE)

作者： Rativa, Alexandra Sierra Tilburg Univ Cognit Sci & Artificial Intelligent Dept Tilburg Netherlands

ISBN: (纸本)9783319970844;9783319970851

This paper provides a framework for (1) how we can foster the 21st century learning skills with educational robotics and some pedagogic strategies, (2) how Problem Based-Learning (PBL) can be used for teaching educational robotics, (3) how we can use a friendly technology to teach educational robotics such as S4A and Arduino, and (4) the evaluation of critical thinking through PBL. Quantitative results are presented to describe frequency codes, co-occurrences and similarity, and linking analysis about students' critical thinking skills during PBL phases. Next to that, the qualitative data provide valuable information on how teachers use educational robotics during PBL, what its advantages and limitations are, and how this topic may develop students' cognitive skills.

关键词： Educational robotics 21st Century Learning Skills Critical thinking Collaboration Communication Creativity Arduino S4A Pedagogic strategy Problem Based-Learning PBL

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A multi agent broker framework and decision support for enhanced cloud computing discovery 21

A multi agent broker framework and decision support for enha...

引用

21st international Arab conference on Information technology, ACIT 2020

作者： Hafez Rady, Mohamed Galal Elgamel, Mohamed Shaheen Badawy, Osama Mohamed College of Computing and Information Technology Arab Academy for Science Technology and Maritime Transport Alexandria Egypt

ISBN: (纸本)9781728188553

It is remarkable that the tremendous expansion in the world of cloud computing in recent times, and in light of the Covid 19 pandemic that hit the entire world, the challenge has become more difficult and the intense focus on moving to the world of cloud computing is a necessity not a luxury. Hence, the biggest and most difficult challenge from both sides emerged. Therefore, this study attempts to provide an intelligent search scope to meet the clients' needs in finding the best service provider for their financial capabilities at the right time. It also gives a greater opportunity for service providers to display their services more clearly, by introduce multi-agent framework with decision support approach and recommendation concept, also a proposed cloud service discovery testbed introduced with management tools and an efficient $GUI$ dashboard. © 2020 IEEE.

关键词： Quality of service

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DPDP: an Adaptive Metadata Management Scheme for Petabyte-scale File Systems 21

DPDP: an Adaptive Metadata Management Scheme for Petabyte-sc...

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21st international conference on Parallel and distributed computing and Communication Systems, PDCCS 2008

作者： Xiao, Nong Fu, Yinjin Zhou, Enqiang School of Computer National University of Defense Technology Changsha Hunan410073 China

ISBN: (纸本)9781605604480

In petabyte-scale distributed file systems, metadata access performance and scalability will be critical to the whole system's performance and scalability. We present a new scheme called Dynamic Partitioning based on Directory Path (DPDP) for metadata management. In DPDP scheme, directory metadata and file metadata are managed in different ways, and the dynamically changing workload can be balanced by adjusting the metadata distribution on metadata servers according to their performance differences. Our simulation results show that our approach, comparing with other metadata management methods, has its advantages in performance, scalability and adaptability. Copyright © 2008 by the international Society for Computers and Their Applications (ISCA). All rights reserved.

关键词： Metadata

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The Evolution of Cloud computing in ATLAS 21

The Evolution of Cloud Computing in ATLAS

引用

21st international conference on computing in High Energy and Nuclear Physics (CHEP)

作者： Taylor, Ryan P. Berghaus, Frank Brasolin, Franco Cordeiro, Cristovao Jose Domingues Desmarais, Ron Field, Laurence Gable, Ian Giordano, Domenico Di Girolamo, Alessandro Hover, John LeBlanc, Matthew Love, Peter Paterson, Michael Sobie, Randall Zaytsev, Alexandr Univ Victoria Victoria BC Canada Ist Nazl Fis Nucl I-40126 Bologna Italy CERN Geneva Switzerland Brookhaven Natl Lab Upton NY 11973 USA Univ Lancaster Lancaster England

The ATLAS experiment at the LHC has successfully incorporated cloud computing technology and cloud resources into its primarily grid-based model of distributed computing. Cloud R&D activities continue to mature and transition into stable production systems, while ongoing evolutionary changes are still needed to adapt and refine the approaches used, in response to changes in prevailing cloud technology. In addition, completely new developments are needed to handle emerging requirements. This paper describes the overall evolution of cloud computing in ATLAS. The current status of the virtual machine (VM) management systems used for harnessing Infrastructure as a Service resources are discussed. Monitoring and accounting systems tailored for clouds are needed to complete the integration of cloud resources within ATLAS' distributed computing framework. We are developing and deploying new solutions to address the challenge of operation in a geographically distributed multi-cloud scenario, including a system for managing VM images across multiple clouds, a system for dynamic location-based discovery of caching proxy servers, and the usage of a data federation to unify the worldwide grid of storage elements into a single namespace and access point. The usage of the experiment's high level trigger farm for Monte Carlo production, in a specialized cloud environment, is presented. Finally, we evaluate and compare the performance of commercial clouds using several benchmarks.

关键词： Benchmarking

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SDN/NFV Orchestration of Multi-technology and Multi-domain Networks in Cloud/Fog Architectures for 5G Services

SDN/NFV Orchestration of Multi-technology and Multi-domain N...

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21st OptoElectronics and Communications conference (OECC) / international conference on Photonics in Switching (PS)

作者： Vilalta, Ricard Mayoral, Arturo Casellas, Ramon Martinez, Ricardo Munoz, Raul Ctr Tecnol Telecomunicac Catalunya Av Carl Friedrich Gauss 7 Castelldefels Spain

This paper presents an SDN/NFV architecture for delivery of future 5G services across multiple technological and administrative networks, including massive computing resources, which might be centralized or distribute... 详细信息

ISBN: (纸本)9784885523052

关键词： Orchestration Transport Networks SDN NFV Cloud Fog IoT 5G

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Proceedings - 2021 21st ACIS international Semi-Virtual Winter conference on Software Engineering, Artificial Intelligence, Networking and Parallel/distributed computing, SNPD-Winter 2021

Proceedings - 2021 21st ACIS International Semi-Virtual Wint...

引用

21st ACIS international Semi-Virtual Winter conference on Software Engineering, Artificial Intelligence, Networking and Parallel/distributed computing, SNPD-Winter 2021

ISBN: (纸本)9780738125510

The proceedings contain 68 papers. The topics discussed include: study on the relation between image recognition and art counsel using deep learning;changes in marketing brought by AI;the impact of capital structure on the profitability efficiency of ICT firms;a study on the change in service quality in the era of the 4th industrial revolution compared to the existing service quality evaluation;a deep learning approach for human face sentiment classification;development of craft copyright industry using blockchain technology;the design of industrial security tasks and capabilities required in industrial site;research and implementation of image recognition of tea based on deep learning;and the effects of local culture experience on revisit intention.

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Data preservation for the HERA experiments at DESY using dCache technology 21

Data preservation for the HERA experiments at DESY using dCa...

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21st international conference on computing in High Energy and Nuclear Physics (CHEP)

作者： Kruecker, Dirk Schwank, Karsten Fuhrmann, Patrick Lewendel, Birgit South, David M. DESY Notkestr 85 D-22607 Hamburg Germany

We report on the status of the data preservation project at DESY for the HERA experiments and present the latest design of the storage which is a central element for bit preservation. The HEP experiments based at the HERA accelerator at DESY collected large and unique datasets during the period from 1992 to 2007. As part of the ongoing DPHEP data preservation efforts at DESY, these datasets must be transferred into storage systems that keep the data available for ongoing studies and guarantee safe long term access. To achieve a high level of reliability, we use the dCache distributed storage solution and make use of its replication capabilities and tape interfaces. We also investigate a recently introduced Small File Service that allows for the fully automatic creation of tape friendly container files.

关键词： Digital storage

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Research on efficient operation technology of ship general performance prediction app in complex environment 21

Research on efficient operation technology of ship general p...

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21st international Symposium on distributed computing and Applications for Business Engineering and Science, DCABES 2022

作者： Qian, Weidong Xu, Yuan Tian, ZhiFeng Lin, Da Sun, GanJiang China Ship Scientific Research Center China Cssc Orient Wuxi Software Technology Co. Ltd Wuxi China

ISBN: (纸本)9781665454629

Aiming at the problems of real-time data transmission and system scheduling in complex environments such as ship general performances prediction app, operation system, software and hardware environment, operation time and task priority, this paper analyzes the operation status of heterogeneous app at home and abroad, and discusses in detail the key technologies of multi-threaded asynchronous execution and intelligent decision scheduling of heterogeneous app, so as to ensure the reliable, real-time and efficient operation of heterogeneous app, so as to significantly reduce the design cycle, Improving the operation efficiency of the ship general performances prediction app can effectively reduce the risk of subsequent physical tests. © 2022 IEEE.

关键词： Application programs

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