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检索条件"任意字段=11th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2011"

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algorithms and architectures for parallel processing - 11th international conference, ica3pp 2011, Proceedings

Algorithms and Architectures for Parallel Processing - 11th ...

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11th international conference on algorithms and architectures for parallel processing, ica3pp 2011

ISBN: (纸本)9783642246494

the proceedings contain 79 papers. the topics discussed include: secure and energy-efficient data aggregation with malicious aggregator identification in wireless sensor networks;dynamic data race detection for correlated variables;distributed mining of constrained frequent sets from uncertain data;set-to-set disjoint-paths routing in recursive dual-net;redflag: a framework for analysis of kernel-level concurrency;redflag: a framework for analysis of kernel-level concurrency;fault-tolerant routing based on approximate directed routable probabilities for hypercubes;adaptive resource remapping through live migration of virtual machines;anonymous communication over invisible mix rings;lightweight transactional arrays for read-dominated workloads;cascading multi-way bounded wait timer management for moody and autonomous systems;and world-wide distributed multiple replications in parallel for quantitative sequential simulation.

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algorithms and architectures for parallel processing - 11th international conference, ica3pp 2011, Proceedings

Algorithms and Architectures for Parallel Processing - 11th ...

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11th international conference on algorithms and architectures for parallel processing, ica3pp 2011

ISBN: (纸本)9783642246685

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Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking 24th

Multimodal Summarization with Modality-Aware Fusion and Su...

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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024

作者： Ye, Xuming Chaomurilige Liu, Zheng Luo, Haoyu Dong, Jun Luo, Yingzhe Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE Minzu University of China Beijing China Hainan International College of Minzu University of China Li’an International Education Innovation pilot Zone Hainan572499 China Faculty of Data Science City University of Macau Macau China

ISBN: (纸本)9789819615278

Existing multimodal summarization methods primarily focus on multimodal fusion to efficiently utilize the visual information for summarization. However, they fail to exploit the deep interaction between textual and visual modality. Moreover, optimizing the model by maximum likelihood estimation (MLE) leads to exposure bias, causing the model to generate the next word that is based on the previously generated erroneous words during inference. To address these challenges, we propose a novel modality-aware fusion module (MAF) with a summarization ranking (SumR) training objective. Specifically, the MAF module exploits the interaction in the multimodal input through multiple fusion layers, and SumR aims to align the probability order predicted by the model with actual quality metrics, therefore it is able to reduce the exposure bias problem during inference. Extensive experiments on a large-scale dataset demonstrate that our method outperforms existing models, achieving superior results in both automatic and human evaluation metrics. the generated multimodal summaries provide richer context and enhance user’s comprehension by combining the key textual information with the relevant visual content. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Maximum likelihood estimation

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Improving the parallel Schnorr-Euchner LLL Algorithm

Improving the Parallel Schnorr-Euchner LLL Algorithm

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11th international conference on algorithms and architectures for parallel processing (ica3pp)

作者： Backes, Werner Wetzel, Susanne Stevens Inst Technol Hoboken NJ 07030 USA

ISBN: (纸本)9783642246494

this paper introduces a number of modifications that allow for significant improvements of parallel LLL reduction. Experiments show that these modifications result in an increase of the speed-up by a factor of more than 1.35 for SVP challenge type lattice bases in comparing the new algorithm with the state-of-the-art parallel LLL algorithm.

关键词： Computers

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A Combined Arithmetic Logic Unit and Memory Element for the Design of a parallel Computer

A Combined Arithmetic Logic Unit and Memory Element for the ...

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11th international conference on algorithms and architectures for parallel processing (ica3pp)

作者： Rahman, Mohammed Ziaur Univ Malaya Dept Comp Sci & Technol Kuala Lumpur 50603 Malaysia

ISBN: (纸本)9783642246494

Memory-CPU single communication channel bottleneck of the von Neumann architecture is quickly stalling the growth of computer processors. A probable solution to this problem is to fuse processing and memory elements. A simple low latency single on-chip memory and processor cannot solve the problem as the fundamental channel bottleneck will still be there due to the logical splitting of processor and memory. this paper presents that a paradigm shift is possible by combining Arithmetic logic unit and Random Access Memory (ARAM) elements at bit level. this bit level modest ARAM is used to perform word level ALU instructions with minor modifications. this makes the ARAM cells capable of executing instructions in parallel. It is also asynchronous and hence reduces power consumption significantly. A CMOS implementation is presented that verifies the practicality of the proposed ARAM.

关键词： Computer architectures parallel architectures Memory architectures

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parallel Implementation of External Sort and Join Operations on a Multi-core Network-Optimized System on a Chip

Parallel Implementation of External Sort and Join Operations...

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11th international conference on algorithms and architectures for parallel processing (ica3pp)

作者： Khorasani, Elahe Paulovicks, Brent D. Sheinin, Vadim Yeo, Hangu IBM TJ Watson Res Ctr Yorktown Hts NY 10598 USA

ISBN: (纸本)9783642246494

In a commercial Relational Database Management System (RDBMS), sort and join are the most demanding operations, and it is quite beneficial to improve the performance of external sort and external join algorithms that handle large input data sizes. this paper proposes parallel implementations of multithreaded external sort and external hash join algorithms to accelerate IBM DB2, one of leading RDBMSs, using an IBM Power Edge of Network (IBM PowerEN (TM)) Peripheral Component Interconnect Express (PCIe) card as an accelerator. the preliminary results show that the proposed parallel implementation of the algorithms on PowerEN (TM) PCIe card can speed up the DB2 sort and join performance about two times.

关键词： Sort Join Relational Database

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Fast and Accurate Similarity Searching of Biopolymer Sequences with GPU and CUDA

Fast and Accurate Similarity Searching of Biopolymer Sequenc...

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11th international conference on algorithms and architectures for parallel processing (ica3pp)

作者： Pawlowski, Robert Malysiak-Mrozek, Bozena Kozielski, Stanislaw Mrozek, Dariusz Silesian Tech Univ Inst Informat PL-44100 Gliwice Poland

ISBN: (纸本)9783642246494

CUDA is an architecture introduced by NVIDIA Corporation, which allows software developers to take advantage of GPU resources in order to increase the computational power. this paper presents an approach to accelerate the similarity searching of DNA and protein molecules through parallel alignments of their sequences with the use of GPU and CUDA. In order to optimally align two biopolymer sequences, such as amino acid or nucleotide sequences, we employ the Smith-Waterman algorithm. We present the optimization steps leading to achieve a very good efficiency of our implementation on GPU and we compare results of efficiency tests with other known implementations. the results show that it is possible to search bioinformatics databases accurately within a reasonable time.

关键词： bioinformatics DNA proteins sequence alignment parallel computing GPU CUDA

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Efficient parallel Implementations of Controlled Optimization of Traffic Phases

Efficient Parallel Implementations of Controlled Optimizatio...

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11th international conference on algorithms and architectures for parallel processing (ica3pp)

作者： Samra, Sameh El-Mahdy, Ahmed Gomaa, Walid Wada, Yasutaka Shoukry, Amin E JUST Alexandria Egypt Waseda Univ Fac Engn Sci Tokyo Japan

ISBN: (纸本)9783642246494

Finding optimal phase durations for a controlled intersection is a computationally intensive task requiring O(N-3) operations. In this paper we introduce cost-optimal parallelization of a dynamic programming algorithm that reduces the complexity to O(N-2). three implementations that span a wide range of parallel hardware are developed. the first is based on shared-memory architecture, using the OpenMP programming model. the second implementation is based on message passing, targeting massively parallel machines including high performance clusters, and supercomputers. the third implementation is based on the data parallel programming model mapped on Graphics processing Units (GPUs). Key optimizations include loop reversal, communication pruning, load-balancing, and efficient thread to processors assignment. Experiments have been conducted on 8-core server, IBM BlueGene/L supercomputer 2-node boards with 128 processors, and GPU GTX470 GeForce Nvidia with 448 cores. Results indicate practical scalability on all platforms, with maximum speed up reaching 76x for the GTX470.

关键词： parallel processing high performance computation traffic phases

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algorithms & architectures For parallel processing, 4th Intl Conf

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2000年

作者： Andrzej Marian Goscinski Horace Ho Shing Ip

ISBN: (数字)9789812792037

ISBN: (纸本)9789810244811

ica3pp 2000 was an important conference that brought together researchers and practitioners from academia, industry and governments to advance the knowledge of parallel and distributed computing. the proceedings constitute a well-defined set of innovative research papers in two broad areas of parallel and distributed computing: (1) architectures, algorithms and networks; (2) systems and applications.

关键词： Computer Science

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Generic parallel Genetic Algorithm Framework for Protein Optimisation

Generic Parallel Genetic Algorithm Framework for Protein Opt...

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11th international conference on algorithms and architectures for parallel processing (ica3pp)

作者： Folkman, Lukas Pullan, Wayne Stantic, Bela Griffith Univ Inst Integrated & Intelligent Syst Nathan Qld 4111 Australia

ISBN: (纸本)9783642246685

Proteins are one of the most vital macromolecules on the cellular level. In order to understand the function of a protein, its structure needs to be determined. For this purpose, different computational approaches have been introduced. Genetic algorithms can be used to search the vast space of all possible conformations of a protein in order to find its native structure. A framework for design of such algorithms that is both generic, easy to use and performs fast on distributed systems may help further development of genetic algorithm based approaches. We propose such a framework based on a parallel master-slave model which is implemented in C++ and Message Passing interface. We evaluated its performance on distributed systems with a different number of processors and achieved a linear acceleration in proportion to the number of processing units.

关键词： parallel Genetic Algorithm Protein Optimisation Protein Structure Prediction

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