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检索条件"任意字段=8th International Conference on Distributed Computing and Networking"

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Incremental distributed Weighted Class Discriminant Analysis on Interval-Valued Emitter Parameters 8th

Incremental Distributed Weighted Class Discriminant Analysis...

引用

8th international conference on Knowledge Science, Engineering and Management (KSEM)

作者： Xu, Xin Wang, Wei Lu, Jiaheng Chen, Jin NRIEE Sci & Technol Informat Syst Engn Lab Nanjing Jiangsu Peoples R China Nanjing Univ State Key Lab Novel Software & Technol Nanjing 210008 Jiangsu Peoples R China Renmin Univ Key Lab Data Engn & Knowledge Engn Beijing Peoples R China Michigan State Univ Dept Energy Plant Res Lab E Lansing MI 48824 USA Michigan State Univ Dept Comp Sci & Engn E Lansing MI 48824 USA

ISBN: (纸本)9783319251592;9783319251585

In the age of big data, the emitter parameter measurement data is generally characteristic of uncertainty in the form of normally-distributed intervals, enormous size and continuous growth. However, existing interval-valued data analysis methods generally assume a uniform distribution instead and are unable to adapt to the rapid growth of volume. To address the above problems, we have brought forward an incremental distributed weighted class discriminant analysis method on interval-valued emitter parameters. Extensive experiments indicate that our method is able to cope with these new characteristics effectively.

关键词： Fuzzy pattern mining Emitter identification Class discriminant analysis Incremental learning distributed computing Signal processing

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Beyond mere following: Mention network, a better alternative for researching user interaction and behavior 8

Beyond mere following: Mention network, a better alternative...

引用

8th international conference on Social computing, Behavioral-Cultural Modeling, and Prediction, SBP 2015

作者： Luu, Minh-Duc thomas, Andrew C. Living Analytics Research Center Singapore Management University Singapore Singapore Department of Statistics Carnegie Mellon University Pittsburgh United States

ISBN: (纸本)9783319162676

In popular online social networks, there are various kinds of user behavior (e.g. retweeting, posting hashtags on Twitter;wall-posting, commenting on Facebook). At the same time there exist different kinds of relationships among users (e.g. follow relationship or mention relationship in Twitter). It is interesting to study how these relationships affect users’ behaviors. Current literature already pointed out that the follow relationship is an insufficient metrics for users’ interaction level. thus, in this work we compare mention against follow relationship in several aspects, especially in terms of their correlations with hashtag usage of users. We propose a rigorous way to perform significance test for the correlations. Our results show that using mention can be a better alternative as it can provide stronger correlation to users’ behavior with a smaller cost of obtaining data. © Springer international Publishing Switzerland 2015.

关键词： Social networking (online)

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Designing a distributed Design Exploration Framework in the Inter-cloud Environment

Designing a Distributed Design Exploration Framework in the ...

引用

IEEE international conference on Cloud computing, CLOUD

作者： Masaharu Muneotmo Tomoya Abe Hokkaido Daigaku Sapporo Hokkaido JP Graduate School of Information Science and Technology Hokkaido University Sapporo Japan

We propose an extreme-scale distributed design exploration framework in the inter-cloud infrastructure consisting of supercomputers and cloud computing systems. In design explorations, we need to search optimal configurations of input parameters that maximize or minimize objective function(s). In our framework, simulations are performed in parallel employing multiple supercomputers of the Japanese nation-wide high-performance computing infrastructure, and virtual or real machines in academic cloud systems are employed for parameter surveys and optimizations with machine learning. To enable nation-wide scale collaborations of supercomputers and cloud systems, we employ scalable distributed databases and objective storages to store input design parameters and resulting output information generated by simulations.

关键词： Optimization distributed databases Computational modeling Supercomputers Cloud computing Genetic algorithms

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Visualizing Event Synchronization of ARINC 653 Applications for Debugging Race Conditions

Visualizing Event Synchronization of ARINC 653 Applications ...

引用

international conference on Grid and distributed computing (GDC)

作者： Myeong-Sin Kang Ok-Kyoon Ha Yong-Kee Jun Aero Master Corporation Sacheon Republic of Korea Department of Informatics Gyeongsang National University Jinju Republic of Korea

ARINC 653 applications using event synchronization may result in behaviors unexpected by the programmers when concurrency bugs, such as race conditions, occur due to their non-deterministic executions. Previous tools do not consider race conditions for debugging ARINC 653 applications. this paper presents a visualization tool, called ConpathView that intuitively shows the aspect of the process execution with race conditions and the accesses to the shared memories based on the event services in ARINC 653 applications.

关键词： Synchronization Visualization Debugging Concurrent computing Standards Aerospace electronics Complexity theory

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Elastic Inter-organizational Processes: Maintainability, Correctness, and Reliability

Elastic Inter-organizational Processes: Maintainability, Cor...

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IEEE international conference on Service-Oriented computing and Applications (SOCA)

作者： Schahram Dustdar Distributed Systems Group TUWien Vienna Austria

Within this keynote, selected research topics from the field of inter-organizatioanal elastic processes will be discussed, with a focus on the key challenges maintainability, reliability and correctness of such elastic processes. For this, concrete research questions regarding process alignment, variation, validation, development, change propagation, change analysis, monitoring, security & privacy, scaling, and fault tolerance will be presented.

关键词： Reliability Cloud computing Elasticity Business Monitoring Security Privacy

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When IT Meets Telco: RAN as a Service 15

When IT Meets Telco: RAN as a Service

引用

IEEE international conference on Utility and Cloud computing (UCC)

作者： Abdelkader Outtagarts Laurent Roullet Bruno Mongazon-Cazavet Gopalasingham Aravinthan Alcatel-lucent Bell Labs France

ISBN: (纸本)9780769556970

Network virtualization functions (NFV) and software-defined networking (SDN) are changing the landscape of the telecommunications industry, particularly infrastructure and network systems of Telco operators with the introduction of cloud computing, paradigms of virtualization and software approaches. In this paper, we describe a demonstrator which shows how IT technologies reduce the time of deployment of a wireless infrastructure. In less than 60s, a wireless LTE network is available for connecting Smartphone's. In this demo, the eNodeB, virtualized using docker containers, is orchestrated by OpenStack heat.

关键词： Cloud computing Heating Wireless communication Virtualization Wireless sensor networks Mobile communication Radio access networks

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Improving the Performance of Biological Data Analysis in Cloud computing Platforms

Improving the Performance of Biological Data Analysis in Clo...

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IEEE international conference on Cloud computing, CLOUD

作者： Gustavo Tonini Frank Siqueira Department of Informatics and Statistics Federal University of Santa Catarina Florianópolis Brazil

the adoption of distributed database architectures for processing large data sets has shown to be an effective approach to reduce the response time of data analysis procedures. the same approach may be adopted on biological databases, which comprise vast amounts of data that are analyzed to detect genetic diseases, to understand their causing factors and to design process-blocking substances. Defining how data will be fragmented over several network nodes, though, is a non-trivial task. In this work, we have applied a recently proposed methodology for distributed data allocation to create several topology scenarios in a cloud computing infrastructure aiming to improve the performance of data analysis procedures. the proposed scenarios were evaluated using modMine, which is an instance of the Intermine Data warehouse, as case study.

关键词： distributed databases Resource management Biology Cloud computing Algorithm design and analysis Indexes

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Finite Element Approaches for Real-Time Control and Observer Design of Flexible Rack Feeder Systems 8

Finite Element Approaches for Real-Time Control and Observer...

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8th Vienna international conference on Mathematical Modelling

作者： Rauh, Andreas Warncke, Julia Kostin, Georgy V. Saurin, Vasily V. Aschemann, Harald Univ Rostock Chair Mechatron D-18055 Rostock Germany Russian Acad Sci A Ishlinsky Inst Problems Mech Lab Control Mech Syst Moscow Russia Russian Acad Sci A Ishlinsky Inst Problems Mech Lab Mech & Optimizat Struct Moscow Russia

the basis for the design of real-time capable control and state estimation strategies for mechanical systems with distributed parameters is the derivation of suitable system models. these models lead to state-space representations that are, on the one hand, sufficiently accurate to capture the dominant Features oft, he system dynamics. On the other baud, the dimensionality of these models has to be limited to a reasonable size to make sure that the resulting control and state estimation approaches can be implemented in real time. therefore, a huge amount of work has been performed in recent, years which is related to early lumping techniques. By using these techniques, the governing partial differential equations are replaced by sets of ordinary differential equations before the control and estimator design is performed. In this paper, both local and global approximation of the system dynamics are compared in simulations these approximation are determined either by using a finite element, representation that, is based on the Method of Integrodifferential Relations (MIDR) or, alternatively, by a global Ritz ansatz. Especially the MIDR approach allows for the derivation of system models which exactly fulfill energy conservation laws as well as boundary and inter-element conditions. (C) 2015, IFAC (international Federation of Automatic (control) Hosting by Elsevier Ltd. All rights reserved.

关键词： distributed parameter systems finite elements feedback control observers mechanical systems elasticity real-time capability

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Tools for ultrasonic diagnostic image classification

Tools for ultrasonic diagnostic image classification

引用

IEEE international Workshop on Intelligent Data Acquisition and Advanced computing Systems: Technology and Applications

作者： Roman V. Byvalkevich Serhii P. Radchenko Olexandr O. Sudakov Faculty of Radiophysics Electronics and Computer Systems Taras Shevchenko National University of Kyiv Kyiv Ukraine

Classification tool based on the Kohonen artificial neural network was designed and implemented. the tool attended to be used at high performance computing clusters and distributed systems like computing Grids. Proposed tools were applied to classification of ultrasonic medical diagnostic data. Testing of the classifying system showed more than 90% recognition accuracy for certain diagnoses.

关键词： Neurons Acoustics Glands Algorithm design and analysis Feature extraction distributed databases Classification algorithms

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Effect of distributed Generation on Power Supply Reliability of Distribution Network

Effect of Distributed Generation on Power Supply Reliability...

引用

international conference on Grid and distributed computing (GDC)

作者： Jinsong Liu Junyang Zhang Da Zhang Electric Power Research Institute State Grid Liaoning Electric Power Supply Co. Ltd. Shenyang China Benxi Power Supply Branch State Grid Liaoning Electric Power Supply Co. Ltd Benxi China

distributed Power take advantage of clean new energy sources, combined with the actual situation of the country, flexible and efficient power generation, has been valued by all countries of the world. distributed generation in the power system is used widely on the existing distribution network system to produce a far-reaching impact. DG access to the distribution network, to ensure the reliability of its contribution to the distribution grid, distribution network automation and protection put forward higher requirements. In this paper, distributed power at different voltage levels with wiring grid, DG access distribution network access point, the access distribution analysis DG way impact on the reliability of the power grid and power distribution network, to incorporate DG Research on Protective Relaying algorithm for Distribution provides after a theoretical basis.

关键词： Reliability Power supplies Power system reliability distributed power generation Substations Load modeling

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