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检索条件"任意字段=10th International Conference on Parallel and Distributed Computing, Applications and Technologies"

共 1764 条记录，以下是71-80 订阅

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Ensemble EMD based Differential Protection Scheme for Microgrid applications 10

Ensemble EMD based Differential Protection Scheme for Microg...

引用

10th international conference on computing, Communication and Networking technologies (ICCCNT)

作者： Tiwari, Saurabh Kumar Jain, Sachin Kumar PDPMIIITDM ECE Discipline Power & Control Jabalpur India PDPMIIITDM Dept Elect & Commun Jabalpur India

ISBN: (纸本)9781538659069

this paper presents a differential energy-based protection scheme for microgrid using Ensemble Empirical Mode Decomposition (EEMD). Current signal from both ends of the line is retrieved and processed through EEMD and first Intrinsic Mode Function (IMF) is selected for energy calculation. Differential energy is calculated for each line and a threshold is set for fault detection. IEEE 34 bus distribution system is modified as a microgrid for fault analysis and simulated on PSCAD/EMTDC platform. LG and LLLG faults are simulated at different fault location for island and grid connected mode. the results obtained shows that the proposed method can detect the fault successfully in the system.

关键词： Differential protection distributed energy resources (DER) Ensemble Empirical Mode Decomposition (EEMD) Fault detection Microgrid

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Design and Analysis of A Class of Simple Networks

Design and Analysis of A Class of Simple Networks

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13th international conference on parallel and distributed computing, applications, and technologies (PDCAT)

作者： Li, Tao Du, Huimin Zhang, Liguo Han, Jungang Xian Univ Posts & Telecom Sch Elect Engn Xian Peoples R China Xian Univ Posts & Telecom Sch Comp Sci Xian Peoples R China

ISBN: (纸本)9780769548791

A class of simple network topologies is proposed and analyzed in this paper as part of the research on a polymorphous array architecture for graphics and image processing. the topologies are extended from the mesh network topology and are amenable to VLSI implementation. Simulation and theoretical analyses show that these topologies have many advantages over the mesh and Xmesh topologies. Routing algorithms are also proposed and analyzed for these new network topologies.

关键词： Interconnection network topology mesh topology message passing parallel architecture number of edges diameter biesection width

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Make Federated Learning a Standard in Robotics by Using ROS2 10

Make Federated Learning a Standard in Robotics by Using ROS2

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16th IEEE/ACM international conference on Utility and Cloud computing (UCC) / 10th IEEE/ACM international conference on Big Data computing, applications and technologies (BDCAT)

作者： Marino, Roberto Carnevale, Lorenzo Fazio, Maria Villari, Massimo Univ Messina Phys Sci & Earth Sci Dept Math & Comp Sci Messina Italy

ISBN: (纸本)9798400704734

the use of the Federated Learning paradigm could be disruptive in robotics, where data are naturally distributed among teams of agents and centralizing them would increase latency and break privacy. Unfortunately there are a lack of robot oriented framework for federated learning that use state of the art machine learning libraries. ROS2 (Robot Operating Systems) is a standard de-facto in robotics for building up teams of robots in a multi-node fully distributed manner. In this paper we presents the integration of ROS2 with PyTorch allowing an easy training of a global machine learning model starting from a set of local datasets. We present the architecture, the used methodology and finally we discuss the experimentation results over a well-known public dataset.

关键词： Federated Learning Robotics ROS PyTorch distributed Intelligence Machine Learning

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First experimental assessments of the adaptivity of the scheduling with AS4DR

First experimental assessments of the adaptivity of the sche...

引用

13th international conference on parallel and distributed computing, applications, and technologies (PDCAT)

作者： Millot, Daniel Parrot, Christian Telecom SudParis Inst Mines Telecom Evry France

ISBN: (纸本)9780769548791

the AS4DR (Adaptive Scheduling for distributed Resources) scheduling method experimented in this paper aims at maximizing the CPU use efficiency when executing divisible load applications on heterogeneous distributed memory platforms. AS4DR adapts the scheduling to: the unawareness of the total workload, both the unspecification and the variation over time of the execution parameters (available communication speed, available computing speed, etc.). this paper presents the first experimental assessments of the adaptivity of the scheduling with this method.

关键词： parallel application multi-round divisible load scheduling heterogeneous platform adaptive scheduling unspecified distributed memory platform

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Fault Tolerant Implementation of Peer-to-Peer distributed Iterative Algorithms

Fault Tolerant Implementation of Peer-to-Peer Distributed It...

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15th IEEE international conference on Computational Science and Engineering (CSE) / 10th IEEE/IFIP international conference on Embedded and Ubiquitous computing (EUC)

作者： the Tung Nguyen El-Baz, Didier CNRS LAAS 7 Ave Colonel Roche F-31400 Toulouse France Univ Toulouse LAAS F-31400 Toulouse France

ISBN: (纸本)9781467351652;9780769549149

Fault tolerance issues related to the implementation of distributed iterative algorithms via the P2PDC peer-to-peer distributed computing environment are considered. P2PDC is a decentralized environment dedicated to task parallel applications. It has been designed more particularly for the solution of large scale numerical simulation problems via distributed iterative algorithms. the environment allows frequent and direct communications between peers i.e., machines. P2PDC is based on P2PSAP, a self-adaptive communication protocol. We present new functionalities of P2PDC aimed at making our environment more robust. An adaptive fault tolerance mechanism ensures the robustness of computation to cope with peer faults. We consider also fault tolerance from an algorithmic point of view: we concentrate in particular on distributed asynchronous iterative algorithms that can tolerate some message loss. A series of computational results is presented and analyzed for a numerical simulation problem.

关键词： distributed computing peer to peer computing fault tolerance task parallel model numerical simulation

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A True Concurrent Process Calculus and Its Conflict Bisimulation

A True Concurrent Process Calculus and Its Conflict Bisimula...

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3rd international Workshop on e-Activity (IWEA2009)/10th ACIS international conference on Software Engineering Artificial Intelligence, Networking and parallel/distributed computing

作者： Cao, Zining Nanjing Univ Aero & Astro Dept Comp Sci & Technol Nanjing 210016 Peoples R China

ISBN: (纸本)9780769536422

In this paper we present a true concurrency variant of pi-calculus. this calculus can describe the simultaneous execution of several atomic actions and the true concurrent execution of several processes. An important character of true concurrency is conflict. When a process encounters a conflict, it cannot evolve into any process. In order to distinguish two processes that one may encounter a conflict, and the other cannot, we propose a concept of conflict bisimulation, two processes are conflict bisimilar if they can not only evolve into conflict bisimilar processes, but also have the Potential of same conflict. In pi-calculus, congruence cannot be preserved under prefix operator but in the case of our true concurrency variant of pi-calculus, the congruence property holds for all operators.

关键词： Calculus Concurrent computing Interleaved codes Mathematical model Software engineering Artificial intelligence Intelligent networks distributed computing Computer science Laboratories

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Online credit card fraud detection: A hybrid framework with big data technologies 15

Online credit card fraud detection: A hybrid framework with ...

引用

Joint 15th IEEE international conference on Trust, Security and Privacy in computing and Communications, 10th IEEE international conference on Big Data Science and Engineering and 14th IEEE international Symposium on parallel and distributed Processing with applications, IEEE TrustCom/BigDataSE/ISPA 2016

作者： Dai, You Yan, Jin Tang, Xiaoxin Zhao, Han Guo, Minyi Department of Computer Science and Engineering Shanghai Jiao Tong University China School of Computer Science and Technology Huazhong University of Science and Technology China

ISBN: (纸本)9781509032051

In this paper, we focus on designing an online credit card fraud detection framework with big data technologies, by which we want to achieve three major goals: 1) the ability to fuse multiple detection models to improve accuracy, 2) the ability to process large amount of data and 3) the ability to do the detection in real time. To accomplish that, we propose a general workflow, which satisfies most design ideas of current credit card fraud detection systems. We further implement the workflow with a new framework which consists of four layers: distributed storage layer, batch training layer, key-value sharing layer and streaming detection layer. With the four layers, we are able to support massive trading data storage, fast detection model training, quick model data sharing and real-time online fraud detection, respectively. We implement it with latest big data technologies like Hadoop, Spark, Storm, HBase, etc. A prototype is implemented and tested with a synthetic dataset, which shows great potentials of achieving the above goals. © 2016 IEEE.

关键词： Big data

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Multithread Reconfiguration Algorithm for Mesh-connected Processor Arrays

Multithread Reconfiguration Algorithm for Mesh-connected Pro...

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13th international conference on parallel and distributed computing, applications, and technologies (PDCAT)

作者： Shen, Yuze Wu, Jigang Jiang, Guiyuan Tianjin Polytech Univ Sch Comp Sci & Software Engn Tianjin 300387 Peoples R China Tianjin Univ Sch Comp Sci & Technol Tianjin 300072 Peoples R China

ISBN: (纸本)9780769548791

Mesh-connected processor array is a popular architecture used in parallel processing. Extensive studies have been conducted on reconfiguration algorithms for the processor arrays with faults, but few work is on parallel algorithm to accelerate the reconfiguration. this paper presents a fast algorithm to reconfigure two dimensional mesh-connected processor arrays with faults. A traditional algorithm is successfully accelerated in the manner of multithread, without loss of harvest. the proposed algorithm reconfigures the processor array with the mechanics of route distance in order to avoid the routing errors. Simulation results show that the proposed algorithm can accelerate the reconfiguration nearly by 15 times on a 64 x 64 array in comparison to the traditional algorithm cited in this paper.

关键词： Mesh processor array reconfiguration fault tolerance parallel routing

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A novel incentive mechanism for P2P systems

A novel incentive mechanism for P2P systems

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6th international conference on parallel and distributed computing, applications and technologies (PDCAT 2005)

作者： Wang, T Lu, XL Hou, MS Univ Elect Sci & Technol China Coll Comp Sci & Engn Chengdu 610054 Peoples R China

ISBN: (纸本)0769524052

Free-riding restricts the development of P2P systems. Existing incentive mechanisms take no consideration for the individual and social payoff. To address these problems, this paper presents a novel P2P incentive mechanism. Simulations show that the proposed mechanism can increase the social payoff of the whole P2P systems rapidly, and accelerate the cooperation between nodes.

关键词： Smart cards Educational institutions Computer science Computational modeling Acceleration Game theory Mathematics distributed computing

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A Novel Approach to Find Patterns of Supplier

A Novel Approach to Find Patterns of Supplier

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3rd international Workshop on e-Activity (IWEA2009)/10th ACIS international conference on Software Engineering Artificial Intelligence, Networking and parallel/distributed computing

作者： Xu, Xu Lin, Jie Tongji Univ Sch Econ & Management Shanghai 200092 Peoples R China

ISBN: (纸本)9780769536422

Supplier selection and evaluation are one of the most critical activities of a company in today's competitive business world. Partnering with the suppliers has become a key factor to the success of an organization. the selection of supplier satisfying different evaluation criteria, is therefore of main importance and builds the topic of this paper this selection process is a difficult decision and optimization problem, such as data mining technology. this paper utilizes an integrated approach to find the interesting pattern Of supplier. this research has employed a numerical example for the explanation of the proposed approach, and the results show that the method is effective and applicable for supplier selection. In short, the approach provides a new route to guide the further research concerning supplier research.

关键词： Data envelopment analysis Computer network management conference management Engineering management Companies Expert systems Software engineering Artificial intelligence Intelligent networks Competitive intelligence

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