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检索条件"任意字段=8th International Conference on Parallel and Distributed Computing, Applications and Technologies"

共 1804 条记录，以下是641-650 订阅

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Advances in parallel and distributed computing and Ubiquitous Services: UCAWSN &PDCAT 2015 1

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丛书名： Lecture Notes in Electrical Engineering

2016年

作者： James J. (Jong Hyuk) Park, Gangman Yi, Young-Sik Jeong, Hong Shen (eds.)

ISBN: (数字)9789811000683

ISBN: (纸本)9789811000676;9789811000683

this book contains the combined proceedings of the 4th international conference on Ubiquitous computing Application and Wireless Sensor Network (UCAWSN-15) and the 16th international conference on parallel and distributed computing, applications and technologies (PDCAT-15). the combined proceedings present peer-reviewed contributions from academic and industrial researchers in fields including ubiquitous and context-aware computing, context-awareness reasoning and representation, location awareness services, and architectures, protocols and algorithms, energy, management and control of wireless sensor networks. the book includes the latest research results, practical developments and applications in parallel/distributed architectures, wireless networks and mobile computing, formal methods and programming languages, network routing and communication algorithms, database applications and data mining, access control and authorization and privacy preserving computation.

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Keynote Speech 6: China's New Key Project on High-Performance computing

Keynote Speech 6: China's New Key Project on High-Performanc...

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

作者： Depei Qian Beihang University Beijing CN

ISBN: (纸本)9781509050826

Summary form only given. After a brief review on the current status of HPC research and development in China, this talk will introduce the plan of HPC development under the new Key R&D Program of China in the 13th 5-year plan. the motivation of developing the exa-scale computer and the need for establishing an eco-system for high performance computing in China will be presented. the major challenges in developing the exa-scale computer will be discussed. the major R&D activities of the new key project on HPC in the next 5 years will also be presented.

关键词： parallel processing High Performance computing parallel PROCESSING (COMPUTERS) REMEDIAL DESIGN current status

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A New Scalable Approach for distributed Metadata in HPC 16th

A New Scalable Approach for Distributed Metadata in HPC

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16th international conference on Algorithms and Architectures for parallel Processing (ICA3PP)

作者： Rodriguez-Quintana, Cristina Diaz, Antonio F. Ortega, Julio Palacios, Raul H. Ortiz, Andres Univ Granada Dept Comp Architecture & Technol Granada Spain Univ Malaga Commun Engn Dept Malaga Spain

ISBN: (纸本)9783319495835;9783319495828

In the last years not only a growth of data-intensive storage has been observed, but also compute-intensive workloads need a high computing power and high parallelism with good performance and great scalability. Many distributed filesystem have focused in how to distribute data across multiple processing nodes, but one of the main problem to solve is the management of the ever-greater number of metadata requests. In fact, some studies have identified that an optimized metadata management is a key factor to achieve good performance. applications in high performance computing usually require filesystems able to provide a huge amount of operations per second to achieve the required level of performance. Although the metadata storage is smaller than data storage, metadata operations consume large CPU cycles, so a single metadata server cannot be longer sufficient. In this paper we define a completely distributed method that provides efficient metadata management and seamlessly adapts to general purpose and scientific computing filesystem workloads. the throughput performance is measured by a metadata benchmark and compared with several distributed filesystems. the results show great scalability in creating operations on a single directory accessed by multiple clients.

关键词： distributed filesystems HPC Metadata management

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An optimized parallel Failure-less Aho-Corasick algorithm for DNA sequence matching 8

An optimized Parallel Failure-less Aho-Corasick algorithm fo...

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8th IEEE international conference on Information and Automation for Sustainability, ICIAfS 2016

作者： thambawita, D.R.V.L.B. Ragel, Roshan G. Elkaduwe, Dhammike Department of Computer Science and Technology Uva Wellassa University Badulla Sri Lanka Department of Computer Engineering University of Peradeniya Sri Lanka

ISBN: (纸本)9781509061327

the Aho-Corasick algorithm is a multiple patterns searching algorithm running sequentially in various applications like network intrusion detection and bioinformatics for finding several input strings within a given large input string. the parallel version of the Aho-Corasick algorithm is called as parallel Failure-less Aho-Corasick algorithm because it doesnt need failure links like in the original Aho-Corasick algorithm. In this research, we implemented an application specific parallel failureless Aho-Corasick algorithm on the general purpose graphic processing unit by applying several cache optimization techniques for matching DNA sequences. Our parallel Aho-Corasick algorithm shows better performance than the available parallel Aho-Corasick algorithm library due to its simplicity and optimized cache memory usage of graphic processing units for matching DNA sequences. © 2016 IEEE.

关键词： Graphics processing unit

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Study on Evaluation of Voltage Sag Exposed Areas in Large Scale Complex Distribution Network 8

Study on Evaluation of Voltage Sag Exposed Areas in Large Sc...

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8th international conference on Cyber-Enabled distributed computing and Knowledge Discovery (CyberC)

作者： Jia, Dongli Liu, Keyan Meng, Xiaoli Diao, Yinglong Hu, Lijuan He, Kaiyuan CEPRI Beijing Peoples R China

ISBN: (纸本)9781509051540

With the development of modern network technology, user demand for power quality is increasing day by day. the paper studies on evaluation of voltage sag exposed areas (VSEA) based on main feeder zone method in large scale complex distribution network (DN), which provides analysis basis for feasibility analysis of suffering from voltage sag effects on sensitive load. According to the structure of DN, the theory of the main feeder zone is to partition the network into independent sub networks and coordinate with the others by the contact line. the zoning principle for each partition is that the size should be equal and the number of contact lines can't be too much. When calculating and analyzing the DN, each partition does it independently and parallelly. After that, relevant parameters of the coordination are sent to a coordination server. then, it calculates relevant parameters of the coordination and sends them to each partition. Short-circuit calculation is the key step in the analysis of VSEA. On the basis of partitioning, short-circuit calculation for VSEA in DN is divided into two parts. One is that when fault point is located in medium voltage power network and another is that when the fault point is located in a single feeder. Experiments have been made on an IEEE 33 test case and a 500 feeders system and the effectiveness of the algorithm is verified.

关键词： parallel computing main feeder zone voltage sag exposed areas distribution network

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Factory: Master Node High-Availability for Big Data applications and Beyond 16th

Factory: Master Node High-Availability for Big Data Applicat...

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16th international conference on Computational Science and Its applications (ICCSA)

作者： Gankevich, Ivan Tipikin, Yuri Korkhov, Vladimir Gaiduchok, Vladimir Degtyarev, Alexander Bogdanov, Alexander St Petersburg State Univ Dept Comp Modelling & Multiprocessor Syst Univ Skaia Emb 7-9 St Petersburg 199034 Russia

ISBN: (纸本)9783319421087

Master node fault-tolerance is the topic that is often dimmed in the discussion of big data processing technologies. Although failure of a master node can take down the whole data processing pipeline, this is considered either improbable or too difficult to encounter. the aim of the studies reported here is to propose rather simple technique to deal with master-node failures. this technique is based on temporary delegation of master role to one of the slave nodes and transferring updated state back to the master when one step of computation is complete. that way the state is duplicated and computation can proceed to the next step regardless of a failure of a delegate or the master (but not both). We run benchmarks to show that a failure of a master is almost "invisible" to other nodes, and failure of a delegate results in recomputation of only one step of data processing pipeline. We believe that the technique can be used not only in Big Data processing but in other types of applications.

关键词： parallel computing Big data processing distributed computing Backup node State transfer Delegation Cluster computing Fault-tolerance

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Domain Segmentation of Meshes Suited for FEM Using parallel computing 6th

Domain Segmentation of Meshes Suited for FEM Using Parallel ...

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6th international conference on Supercomputing in Mexico (ISUM)

作者： Lopez, Jorge Cardoso, Victor E. Botello, Salvador Ctr Invest Matemat AC Dept Ciencias Computac Jalisco S-N Guanajuato 36240 Gto Mexico

ISBN: (纸本)9783319322438;9783319322421

the Finite Element Method is widely used in the industry, how is mentioned in [4]. In this method most of the analysis require huge meshes to discretize the geometry into finite elements. Such meshes are processed slowly in a single modern computer due to the limits on memory and processing units. the problem is tackled by dividing the mesh into several sub-meshes with an algorithm similar to the mentioned in [2], this procedure is known as domain segmentation and it is considered a complex problem by itself, because the segmentation requires to maintain a balanced number of nodes for each sub-domain, while minimizing the number of edges in the boundaries of such domains like in [3]. this is made in order to decrease the intercommunication of process when solving FEM problems in a distributed memory scheme. In this work we parallelize the spectral bisection algorithm proposed in [1]. the output of this algorithm could be used for two purposes, (1) to segment the domain and (2) to enumerate the nodes of the mesh in order to reduce the fill-in of the LU decomposition, this enumeration is also know as labelling.

关键词： parallel computing Domain segmentation Labelling FEM Spectral bisection

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Large-scale geographically weighted regression on Spark

Large-scale geographically weighted regression on Spark

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8th international conference on Knowledge and Systems Engineering (KSE)

作者： Hung Tien Tran Hiep Tuan Nguyen Viet-Trung Tran Hanoi Univ Sci & Technol Hanoi Vietnam

ISBN: (纸本)9781467389297

Geographically Weighted Regression (GWR) is a local version of spatial regression that captures spatial dependency in regression analysis. GWR has many application in practice as a visualization and prediction tool for spatial exploration (e.g in climate, economy, medical). However, this locally regression model is slow in process upon the volume of calculations and the spatial getting bigger. Improving performance of GWR is a critical issue, but their distributed implementations have not been studied. Recently, with the advent of Spark as well MapReduce framework, the development of machine learning applications and parallel programming becomes easier. In this article, we propose several large-scale implementations of distributed GWR, leveraging Spark framework. We implemented and evaluated these approaches with large datasets. To our best knowledge, this is the first work addressing GWR at large-scale.

关键词： Sparks Computational modeling Mathematical model Linear regression Training Spatial databases Bandwidth visual databases sparks Computational modeling Bandwidth Linear Regression Mathematical Model Functional training large sizes parallel programming Training

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distributed multi-user, multi-key searchable encryptions resilient fault tolerance 7th

Distributed multi-user, multi-key searchable encryptions res...

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7th international conference on the theory, technologies and applications of Trusted Systems, INTRUST 2015

作者： Zhu, Huafei School of Computer and Computing Science Zhejaing University City College Hangzhou310015 China

ISBN: (纸本)9783319315492

In this paper, a construction of distributed multi-user, multi-key searchable encryptions is proposed and analyzed. Our scheme leverages a combination of the Shamir’s threshold secret key sharing, the Pohlig-Hellman function and the ElGamal encryption scheme to provide high reliability with limited storage overhead. It achieves the semantic security in the context of the keyword hiding, the search token hiding and the data hiding under the joint assumptions that the decisional Diffie-Hellman problem is hard and the pseudo-random number generator deployed is cryptographically strong. © Springer international Publishing Switzerland 2016.

关键词： Fault tolerance

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A parallel Frequent Item Counting Algorithm

A Parallel Frequent Item Counting Algorithm

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international conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC

作者： Xun Yang Jun Liu Wenli Zhou Center for Data Science Beijing University of Posts and Telecommunications Beijing China HAOHAN Data Technology Co. LTD. Beijing China

ISBN: (纸本)9781509007691

Frequent items in high-speed streaming data are important to many applications like network monitoring and anomaly detecting. To deal with high arrival rate of streaming data, it is desirable that such systems be capable of supporting high processing throughput with tight guarantees on errors. In this paper, we address the problem of finding frequent and top-k items, and present a parallel version of the Space Saving algorithm in the context of the open source distributed computing system. Based on the theoretical analysis, the errors are restrictively bounded in our algorithm, and our parallel design could achieve high throughput. Taking advantage of the distributed computing resources, our evaluation reveals that such design delivers linear speedup with remarkable scalability.

关键词： Radiation detectors Algorithm design and analysis Monitoring Frequency estimation Telecommunications throughput Context

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