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检索条件"任意字段=5th International Conference on Algorithms and Architectures for Parallel Processing"

共 3294 条记录，以下是1871-1880 订阅

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Transferring Syntactic Relations from English to Hindi Using Alignments on Local Word Groups 5

Transferring Syntactic Relations from English to Hindi Using...

引用

5th international Joint conference on Natural Language processing, IJCNLP 2011

作者： Dara, Aswarth Mannem, Prashanth Bayyarapu, Hemanth Sagar Avinesh, P.V.S. Language Technologies Research Center International Institute of Information Technology AP Hyderabad500032 India

ISBN: (纸本)9789744665645

Various works have used word alignments in parallel corpora to transfer information like POS tags, syntactic trees and word senses from source to target sentences. In this paper, we work on the problem of projecting syntactic relations from English to morphologically rich Hindi parallel text. We show the effectiveness of Local Word Groups (LWGs) in simplifying alignments as well as in transferring syntactic dependencies by building an alignment model with LWGs as base units and training a dependency parser on the relations projected using these LWGs. the LWG alignment model using GIZA++ scores decreases the Alignment Error Rate by 1.16 points when compared to the best GIZA++ model trained on lemmas. We also show that a dependency parser trained on the syntactic relations projected using LWGs obtained statistical significant improvements over the relations projected using lemmas by a margin of 3.49%. © 2011 AFNLP

关键词： Alignment

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parallel Implementation of the Integral Histogram

Parallel Implementation of the Integral Histogram

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13th international conference on Advanced Concepts for Intelligent Vision Systems (ACIVS) / 5th ACM/IEEE international conference on Distributed Smart Cameras (ICDSC)

作者： Bellens, Pieter Palaniappan, Kannappan Badia, Rosa M. Seetharaman, Guna Labarta, Jesus Barcelona Supercomp Ctr Barcelona Spain Univ Politecn Cataluna Catalunya Spain Spanish Natl Res Council CSIC Intelligence Res Inst IIIA Madrid Spain Univ Missouri Dept Comp Sci Columbia MO USA Air Force Res Lab Informat Directorate New York NY USA

ISBN: (纸本)9783642236877

the integral histogram is a recently proposed preprocessing technique to compute histograms of arbitrary rectangular gridded (i.e. image or volume) regions in constant time. We formulate a general parallel version of the the integral histogram and analyse its implementation in Star Superscalar (StarSs). StarSs provides a uniform programming and runtime environment and facilitates the development of portable code for heterogeneous parallel architectures. In particular, we discuss the implementation for the multi-core IBM Cell Broadband Engine (Cell/B.E.) and provide extensive performance measurements and tradeoffs using two different scan orders or histogram propagation methods. For 640 x 480 images, a tile or block size of 28 x 28 and 16 histogram bins the parallel algorithm is able to reach greater than real-time performance of more than 200 frames per second.

关键词： parallel architectures

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Spiking neural P system simulations on a high performance GPU platform

Spiking neural P system simulations on a high performance GP...

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11th international conference on algorithms and architectures for parallel processing, ICA3PP 2011

作者： Cabarle, Francis George Adorna, Henry Martínez-Del-Amor, Miguel A. Pérez-Jiménez, Mario J. Algorithms and Complexity Lab. Department of Computer Science University of the Philippines Diliman Quezon City Diliman 1101 Philippines Research Group on Natural Computing Department of Computer Science and Artificial Intelligence University of Seville Avda. Reina Mercedes s/n Sevilla 41012 Spain

ISBN: (纸本)9783642246685

In this paper we present our results in adapting a Spiking Neural P system (SNP system) simulator to a high performance graphics processing unit (GPU) platform. In particular, we extend our simulations to larger and more complex SNP systems using an NVIDIA Tesla C1060 GPU. the C1060 is manufactured for high performance computing and massively parallel computations, matching the maximally parallel nature of SNP systems. Using our GPU accelerated simulations we present speedups of around 200x for some SNP systems, compared to CPU only simulations. © 2011 Springer-Verlag.

关键词： Graphics processing unit

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Demonstration of a Low Power Image processing System using a SCAMP3 Vision Chip

Demonstration of a Low Power Image Processing System using a...

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13th international conference on Advanced Concepts for Intelligent Vision Systems (ACIVS) / 5th ACM/IEEE international conference on Distributed Smart Cameras (ICDSC)

作者： Carey, Stephen J. Barr, David R. W. Dudek, Piotr Univ Manchester Sch Elect & Elect Engn Manchester M13 9PL Lancs England

A low power vision system has been developed incorporating the SCAMP3 pixel-parallel processor array vision chip. A test algorithm to detect loitering targets has shown an average power consumption of <6mW analysin... 详细信息

ISBN: (纸本)9781457717079

关键词： Sight Image processing systems Power consumption Computer chips DNA Microarrays Power (Psychology) Energy sources

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Gregex: GPU based high speed regular expression matching engine

Gregex: GPU based high speed regular expression matching eng...

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2011 5th international conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2011

作者： Wang, Lei Chen, Shuhui Tang, Yong Su, Jinshu School of Computer Science National University of Defense Technology Changsha China

ISBN: (纸本)9780769543727

Regular expression matching engine is a crucial infrastructure which is widely used in network security systems, like IDS. We propose Gregex, a Graphics processing Unit (GPU) based regular expression matching engine for deep packet inspection (DPI). Gregex leverages the computational power and high memory bandwidth of GPUs by storing data in proper GPU memory space and executing massive GPU thread concurrently to process lots of packets in parallel. three optimization techniques, ATP, CAB, and CAT are proposed to significantly improve the performance of Gregex. On a GTX260 GPU, Gregex achieves a regular matching throughput of 126.8 Gbps, which is a speedup of 210× over traditional CPU-based implementation and a speedup of 7.9× over the state-of-the-art GPU based regular expression engine. © 2011 IEEE.

关键词： Graphics processing unit

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GPU acceleration of Automated Speech Recognition for Mobile Devices

GPU acceleration of Automated Speech Recognition for Mobile ...

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9th IEEE international conference on Industrial Informatics (INDIN)

作者： Veitch, Richard Woods, Roger Aubert, Louis-Marie Institute of Electronics Communications and Information Technology (ECIT) Queens University Belfast Belfast BT3 9DT Northern Ireland Science Park United Kingdom

ISBN: (纸本)9781457704345

the implementation of a complex, large vocabulary, speech recognition application on a modern graphic processors (GPUs) is presented. the parallel single instruction, multiple data (SIMD) architecture is effectively exploited by performing various optimizations to expose the algorithmic parallelism. the work addresses particularly the realization of the Gaussian calculation, a key function. the result is an implementation that runs 3.75 faster than real-time and gives a tenfold speedup when compared to a highly optimized sequential CPU-based implementation. the work is also compared with some earlier work involved in building the same system on a Virtex 5-based, Alpha Data XRC-5T1 reconfigurable computer.

关键词： Field programmable gate arrays GPU acceleration Gaussian calculation Gaussian processes Graphics processing unit Hidden Markov models Instruction sets Mathematical model Speech Speech recognition Virtex 5-based Alpha Data XRC-5T1 reconfigurable computer algorithmic parallelism automated speech recognition coprocessors graphic processors mobile devices mobile handsets optimisation optimization parallel SIMD architecture parallel architectures parallel single instruction multiple data architecture speech recognition

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A DHT-based scalable and fault-tolerant cloud information service

A DHT-based scalable and fault-tolerant cloud information se...

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5th international conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, UBICOMM 2011;3rd international Workshop on Pervasive Computing in Embedded Systems, PECES 2011

作者： Zhelev, Radko Georgiev, Vasil Institute on Parallel Processing Bulgarian Academy of Sciences Sofia Bulgaria Faculty on Mathematics and Informatics University of Sofia St. Cl. Ochridsky Sofia Bulgaria

ISBN: (纸本)9781612081717

In this paper, we present an Information Service designed for maintaining resource information in Cloud datacenters. We employ a P2P cluster of super-peers that share the resource information and load of related activities in a Distributed Hash Table (DHT) based manner. Our DHT does not employ the standard keyspace range-partitioning, but implements more complicated algorithm to enable better distribution and fault-tolerance in the Cloud datacenter context. We implement a prototype of the proposed system and conduct comparative measurements that illustrate its scalable and fault-tolerant capabilities.

关键词： Information services

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Towards a lean-government using new IT-architectures for compliance monitoring 11

Towards a lean-government using new IT-architectures for com...

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5th international conference on theory and Practice of Electronic Governance, ICEGOV 2011

作者： Bharosa, Nitesh Janssen, Marijn Hulstijn, Joris Van Wijk, Remco De Winne, Niels Tan, Yao-Hua Delft University of Technology Netherlands

ISBN: (纸本)9781450307468

Recent turmoil in financial markets has invoked governments to monitor activities and transactions in the private sector more strictly. At the same time, policy makers strive to cut back on government spending by reducing the size of government agencies. these contradicting developments require governments to become leaner, meaning that more (new) tasks can be performed with fewer resources. In order to achieve these goals, we see a transformation from paper-based business-to-government information exchange to IT-enabled compliance architectures. However, the shape of these architectures is not yet clear, as are the challenges that come with a specific architecture design. the objective of this paper is to specify the dimensions of IT-enabled compliance architectures and the challenges that rise when transforming to such architectures. Drawing on dimensions described in literature, this paper compares two new compliance architectures, one in the meat processing industry and one in financial reporting. Findings indicate that compliance architectures require different choices regarding the frequency of reporting, the style of control, the formation of regulation, the type of dependencies, the auditing base and the way the underlying infrastructure accommodates business-to- government information exchange. this paper shows that while the transformation to IT-enabled compliance monitoring helps realize a lean-government, the design of the underlying architectures is subject to several, sector specific conditions, including established laws and regulations. Copyright 2011 ACM.

关键词： Information dissemination

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Learning from Chinese-English parallel Data for Chinese Tense Prediction 5

Learning from Chinese-English Parallel Data for Chinese Tens...

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5th international Joint conference on Natural Language processing, IJCNLP 2011

作者： Liu, Feifan Liu, Fei Liu, Yang The University of Wisconsin-Milwaukee United States The University of Texas Dallas United States

ISBN: (纸本)9789744665645

Tense prediction can be useful for many language processing tasks, such as temporal inference and machine translation. In this paper, we investigate using diverse contextual features for Chinese tense prediction under a statistical learning framework. Because of lack of annotated training data, we propose to leverage Chinese-English parallel corpora to automatically generate reference tense for model training. We also propose to use an iterative learning framework to deal with the noisy reference data to improve learning. Evaluation is performed using both automatically generated reference data and a manually annotated set with verb tense. Our results demonstrate the effectiveness of our proposed learning framework that maps annotation from one language to another using parallel data. Furthermore, we show better performance using our proposed iterative bootstrapping learning method compared to using the original automatically created training data. © 2011 AFNLP

关键词： Forecasting

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parallel implementations of Gusfield's cut tree algorithm

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11th international conference on algorithms and architectures for parallel processing, ICA3PP 2011

作者： Cohen, Jaime Rodrigues, Luiz A. Silva, Fabiano Carmo, Renato Guedes, André L. P. Duarte Jr., Elias P. Federal University of Paraná Department of Informatics Curitiba Brazil Paraná State University at Ponta Grossa Department of Informatics Ponta Grossa Brazil Western Paraná State University Department of Computer Science Cascavel Brazil

ISBN: (纸本)9783642246494

this paper presents parallel versions of Gusfield's cut tree algorithm. Cut trees are a compact representation of the edge-connectivity between every pair of vertices of an undirected graph. Cut trees have many applications in combinatorial optimization and in the analysis of networks originated in many applied fields. However, surprisingly few works have been published on the practical performance of cut tree algorithms. this paper describes two parallel versions of Gusfield's cut tree algorithm and presents extensive experimental results which show a significant speedup on most real and synthetic graphs in our dataset. © 2011 Springer-Verlag.

关键词： Combinatorial optimization

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