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检索条件"任意字段=9th International Conference on Parallel and Distributed Computing, Applications and Technologies"

共 1772 条记录，以下是351-360 订阅

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Evaluation of Serial and parallel Shared-Memory Distance-1 Graph Coloring Algorithms 9th

Evaluation of Serial and Parallel Shared-Memory Distance-1 G...

引用

9th international conference on Numerical Methods and applications (NMA)

作者： Gnam, Lukas Selberherr, Siegfried Weinbub, Josef TU Wien Inst Microelect Christian Doppler Lab High Performance TCAD Vienna Austria TU Wien Inst Microelect Vienna Austria

ISBN: (纸本)9783030106928;9783030106911

Within the scope of computational science and engineering, the standard graph coloring problem, the distance-1 coloring, is typically used to select independent sets on which subsequent parallel computations can be guaranteed. As graph coloring is an active field of research, various algorithms are available, each offering advantages and disadvantages. We compare several serial as well as parallel shared-memory graph coloring algorithms for the standard graph coloring problem based on reference graphs. Our investigation covers well established as well as recent algorithms and their support for balanced and unbalanced approaches. An overview on speedup, used number of colors, and their respective population for different test graphs is provided. It is shown that the parallel approaches produce similar results as the serial methods, but for specific cases the serial algorithms still remain a good option, when certain properties (e.g., balancing) are of major importance.

关键词： Graph coloring Shared-memory Distance-1 coloring parallel algorithm

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conference Organization

Conference Organization

引用

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

Provides a listing of current committee members and society officers.

ISBN: (数字)9781728126166

ISBN: (纸本)9781728126173

Provides a listing of current committee members and society officers.

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Collaborative Learning Agents (CLA) for Swarm Intelligence and applications to Health Monitoring of System of Systems 19th

Collaborative Learning Agents (CLA) for Swarm Intelligence a...

引用

19th Annual international conference on Computational Science (ICCS)

作者： Zhao, Ying Zhou, Charles C. Naval Postgrad Sch Monterey CA 93943 USA Quantum Intelligence Inc Monterey CA 93943 USA

ISBN: (纸本)9783030227449;9783030227432

the system of systems is the perspective of multiple systems as part of a larger, more complex system. A system of systems usually includes highly interacting, interrelated and interdependent sub-systems that form a complex and unified system. Maintaining the health of such a system of systems requires constant collection and analysis of the big data from sensors installed in the sub-systems. the statistical significance for machine learning (ML) and artificial intelligence (AI) applications improves purely due to the increasing big data size. this positive impact can be a great advantage. However, other challenges arise for processing and learning from big data. Traditional data sciences, ML and AI used in small- or moderate-sized analysis typically require tight coupling of the computations, where such an algorithm often executes in a single machine or job and reads all the data at once. Making a generic case of parallel and distributed computing for a ML/AI algorithm using big data proves a difficult task. In this paper, we described a novel infrastructure, namely collaborative learning agents (CLA) and the application in an operational environment, namely swarm intelligence, where a swarm agent is implemented using a CLA. this infrastructure enables a collection of swarms working together for fusing heterogeneous big data sources in a parallel and distributed fashion as if they are as in a single agent. the infrastructure is especially feasible for analyzing data from internet of things (IoT) or broadly defined system of systems to maintain its well-being or health. As a use case, we described a data set from the Hack the Machine event, where data sciences and ML/AI work together to better understand Navy's engines, ships and system of systems. the sensors installed in a distributed environment collect heterogeneous big data. We show how CLA and swarm intelligence used to analyze data from system of systems and quickly examine the health and maintenance issues a

关键词： Collaborative learning agents Swarm intelligence System of systems Health monitoring Lexical link analysis distributed computing parallel computing Data fusion Machine learning Artificial intelligence

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CAPE: A checkpointing-based solution for OpenMP on distributed-memory architectures 1

引用

15th international conference on parallel computing technologies, PaCT 2019

作者： Tran, Van Long Renault, Éric Ha, Viet Hai Hue Industrial College 70 Nguyen Hue Street Hue City Viet Nam SAMOVAR Télécom SudParis CNRS Université Paris-Saclay 9 rue Charles Fourier Evry Cedex91011 France College of Education Hue University Hue Viet Nam

ISBN: (数字)9783030256364

ISBN: (纸本)9783030256357

CAPE, which stands for Checkpointing-Aided parallel Execution, is a framework that automatically translates and provides runtime functions to execute OpenMP programs on distributed-memory architectures based on checkpointing techniques. In order to execute an OpenMP program on distributed-memory systems, CAPE uses a set of templates to translate an OpenMP source code into a CAPE source code which is then compiled using a regular C/C++ compiler. this code can be executed on distributed-memory systems under the support of the CAPE framework. this paper aims at presenting the design and implementation of a new execution model based on Time-stamp Incremental Checkpoints. the new execution model allows CAPE to use resources efficiently, avoid the risk of bottlenecks, overcome the requirement of matching the Bernstein’s conditions. As a result, these approaches make CAPE improving the performance, ability as well as reliability. © 2019, Springer Nature Switzerland AG.

关键词： parallel programming

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E-commerce distributed chatbot system 19

E-commerce distributed chatbot system

引用

9th Balkan conference in Informatics, BCI 2019

作者： Angelov, Stefan Lazarova, Milena Department Computer Systems Technical University of Sofia Sofia Bulgaria

ISBN: (纸本)9781450371933

Chatbot system attract huge interest in the recent years in many different fields in an attempt to increase the efficiency and shortens the business process execution time replacing the human-human communication with a human-machine conversations and queries in natural languages. Chatbots today have varying levels of capabilities as general purpose conversational agents or task-oriented chatbots as well as open-domain and domain-specific agent systems. While basic chatbots may be adequate for most scenarios, some scenarios require more advanced chatbots. the paper presents a distributed chatbot system for supply chain. the system comprises several services: chat service, bot service, natural language processing service as well as supply chain service. It uses WebSocket communication between user interface and the bot, analyzes the user's query and provides information of the queried orders and supplies. © 2019 Association for computing Machinery.

关键词： Supply chains

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Analysis of Hierarchical Compression parallel Solver for BEM Problems on Intel Xeon CPUs 9th

Analysis of Hierarchical Compression Parallel Solver for BEM...

引用

9th international conference on Numerical Methods and applications (NMA)

作者： Slavchev, Dimitar Margenov, Svetozar Bulgarian Acad Sci Inst Informat & Commun Technol Sofia Bulgaria

ISBN: (纸本)9783030106928;9783030106911

We compare the performance of traditional Gaussian elimination with a solver utilizing hierarchical compression of the matrix. the test problems are obtained by Boundary Element Method (BEM) simulation of laminar flow around airfoils. the most computationally expensive part of the BEM algorithm is to solve the arising system of linear algebraic equations. the related dense matrix can be compressed using a Hierarchically Semi-Separable (HSS) representation. this significantly lowers the computational complexity of the solution method, thus allowing faster overall execution. the performance of STRUMPACK library implementation of HSS and the MKL direct solver is compared on Intel Xeon architecture. At the end, we examine the accuracy of the HSS approximation using the (exact) results of Gaussian elimination as a reference solution.

关键词： Boundary element method

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Location based one-time conference protocol without personal information 1

引用

19th international conference on parallel and distributed computing, applications and technologies, PDCAT 2018

作者： Lim, Jiyoung Lim, Sang Hyun Korean Bible University Seoul Korea Republic of

ISBN: (数字)9789811359071

ISBN: (纸本)9789811359064

Nowadays, we produce massive digital data using smartphones and need to share them with others. However, we feel tired of sharing our personal information repeatedly since we live in the society where the excessive personal information is disclosed. We propose a protocol for the location-based one-time communication service using a beacon. In the service, people at the same place could meet at online to share some digital data without revealing their personal information. After meeting, any personal information does not be traceless to each other. People can communicate without disclosure of personal information. © Springer Nature Singapore Pte Ltd. 2019.

关键词： Location

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ADMM Based distributed Volterra Modeling of Nonlinear Dynamical Systems Using Ad-Hoc WSNs 9

ADMM Based Distributed Volterra Modeling of Nonlinear Dynami...

引用

9th international conference on computing, Communication and Networking technologies (ICCCNT)

作者： Kapgate, Sachin N. Gupta, Saurav Sahoo, Priyanka Priyadarshini Sahoo, Ajit Kumar Natl Inst Technol Dept Elect & Commun Engn Rourkela India

ISBN: (纸本)9781538644300

To model the behavior of nonlinear dynamical systems using wireless sensor networks (WSNs), the development of computation and energy efficient distributed modeling techniques is of crucial importance. In this work, Volterra model is considered for the modeling of nonlinear systems because of its significant modeling capability and generalized nonlinear structure. For real-time estimation of the Volterra model parameters, a simple distributed algorithm is designed for a particular framework of WSNs having predefined bridge sensor nodes. the pertinent cost function is expressed as an unconstrained minimization problem using a decomposable augmented Lagrangian form. To facilitate the distributed convex optimization, the augmented Lagrangian form is minimized using alternating direction method of multipliers. the communication and computational complexities involved in the proposed methodology are provided to show its effectiveness in the real-time applications over centralized and non-cooperative solutions. the convergence analysis is provided to guarantee the mean stability of the proposed algorithm. Simulation results obtained under the noisy environment are plotted to demonstrate the effective performance of the proposed algorithm.

关键词： distributed signal processing nonlinear dynamical Systems Volterra model wireless sensor network Least mean square

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parallelization of algorithms for mining data from distributed sources 1

引用

15th international conference on parallel computing technologies, PaCT 2019

作者： Kholod, Ivan Shorov, Andrey Efimova, Maria Gorlatch, Sergei Saint Petersburg Electrotechnical University "LETI" Saint Petersburg Russia University of Muenster Muenster Germany

ISBN: (数字)9783030256364

ISBN: (纸本)9783030256357

We suggest an approach to optimize data mining in modern applications that work on distributed data. We formally transform a high-level functional representation of a data-mining algorithm into a parallel implementation that performs as much as possible computations locally at the data sources, rather than accumulating all data for processing at a central location as in the traditional MapReduce approach. Our approach avoids the main disadvantages of the state-of-the-art MapReduce frameworks in the context of distributed data: increased run time, high network traffic, and an unauthorized access to data. We use the popular data-mining algorithm – Naive Bayes – for illustrating our approach and evaluating it experimentally. Our experiments confirm that the implementation of Naive Bayes developed by using our approach significantly outperforms the traditional MapReduce-based implementation regarding the run time and the network traffic. © 2019, Springer Nature Switzerland AG.

关键词： MapReduce

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New node distributed access control scheme for wireless sensor network 19

New node distributed access control scheme for wireless sens...

引用

9th international conference on Information Systems and technologies, ICIST 2019

作者： Faye, Youssou Niang, Ibrahima Guyennet, Herve Department of Computer Sciences University Assane Seck of Ziguinchor Ziguinchor Senegal Department of Computer Sciences University Cheikh Anta Diop Dakar Senegal Femto-st DISC Universite de Franche Comte Besancon France

ISBN: (纸本)9781450362924

Access control is a critical security service in Wireless Sensor Networks (WSNs). To prevent malicious nodes or unauthorized entity from joining the sensor network, access control is required. It restricts the network access only to eligible sensor nodes, while queries from outsiders will not be answered or forwarded by nodes. Since sensor nodes are highly constrained in terms of resources and can be deployed in hostile environment, they may be lost because of power exhaustion or malicious attacks. therefore, new node deployment is necessary. Schemes based on elliptic curve cryptography (ECC) are proposed. Some of them are static and other dynamic because all the old secret keys and broadcasting information in existing nodes should not be updated once a new node is added. In this paper we proposed a new node access control scheme based on symmetric key cryptography, one-way hash chain and XOR operation, which are low expenses in calculation, storage and communication. the proposed solution provides a distributed authentication system, it is also resistance to node capture, query replay, denial of service (DoS) attacks and probably restricts the propagation of fake queries to a logarithmic part of the network. © 2019 Association for computing Machinery.

关键词： Sensor nodes

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