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检索条件"任意字段=12th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2021"

共 29 条记录，以下是1-10 订阅

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2021 12th international symposium on parallel architectures, algorithms and programming, paap 2021

2021 12th International Symposium on Parallel Architectures,...

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12th international symposium on parallel architectures, algorithms and programming, paap 2021

ISBN: (纸本)9781665496391

the proceedings contain 36 papers. the topics discussed include: accelerating a lossy compression method with fine-grained parallelism on a GPU;a parallel algorithm to construct node-independent spanning trees on the line graph of locally twisted cube;FEAS: a faster event-driven accelerator supporting inhibitory spiking neural network;efficient distributed parallel aligning reads and reference genome with many repetitive subsequences using compact De Bruijn graph;efficient algorithm for home care scheduling with budget constraint;optimizations of a linear matrix solver in a composite simulation for a vector computer;a GA-based energy aware virtual machine placement algorithm for cloud data centers;joint optimization of path planning and task assignment for space robot;infectious disease dynamics model considering suspected population;on the adoption of metaheuristics for solving 0–1 knapsack problems;ternary optical computer: an overview and recent developments;and path integral Monte Carlo quantum annealing-based clustering and routes optimization of clustered UAV network.

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11th international symposium on parallel architectures, algorithms and programming, paap 2020

11th International Symposium on Parallel Architectures, Algo...

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11th international symposium on parallel architectures, algorithms and programming, paap 2020

ISBN: (纸本)9789811600098

the proceedings contain 37 papers. the special focus in this conference is on parallel architectures, algorithms and programming. the topics include: Analysing and Forecasting Electricity Demand and Price Using Deep Learning Model During the COVID-19 Pandemic;cross-database Micro Expression Recognition Based on Apex Frame Optical Flow and Multi-head Self-attention;GPS Intelligent Solution of Aerial Image Target in State Grid EIA Survey;Encryption and Decryption in Conic Curves Cryptosystem Over Finite Field GF(2n) Using Tile Self-assembly;optimizing Embedding-Related Quantum Annealing Parameters for Reducing Hardware Bias;a Behavioural Network Traffic Novelty Detection for the Internet of things Infrastructures;a Fast Algorithm for Image Segmentation Based on Global Cosine Fitting Energy Model;household Garbage Classification: A Transfer Learning Based Method and a Benchmark;lightweight Neural Network Based Garbage Image Classification Using a Deep Mutual Learning;on the Decycling Problem in a Torus;VBSSR: Variable Bitrate Encoded Video Streaming with Super-Resolution on HPC Education Platform;An Investigation on the Performance of Highly Congested Home WiFi Networks During the COVID-19 Pandemic;using Feed-Forward Network for Fast Arbitrary Style Transfer with Contextual Loss;enhancing Underwater Image Using Multi-scale Generative Adversarial Networks;Inferring Prerequisite Relationships Among Learning Resources for HPC Education;research on Bank Knowledge Transaction Coverage Model Based on Innovation Capacity Analysis;deep Deterministic Policy Gradient Based Resource Allocation in Internet of Vehicles;a Pufferfish Privacy Mechanism for the Trajectory Clustering Task;a Novel Attention Model of Deep Learning in Image Classification;FDRA: Fully Distributed Routing Architecture for Private Virtual Network in Public Cloud.

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A parallel Algorithm to Construct Node-Independent Spanning Trees on the Line Graph of Locally Twisted Cube 12

A Parallel Algorithm to Construct Node-Independent Spanning ...

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12th international symposium on parallel architectures, algorithms and programming (paap)

作者： Pan, Zhiyong Cheng, Baolei Fan, Jianxi Zhang, Huanwen Soochow Univ Sch Comp Sci & Technol Suzhou Peoples R China

ISBN: (纸本)9781665496391

An interconnection network can be abstracted into a graph, and the basic mathematical research in the graph can provide a good reference for the research in the practical application. the study of node-independent spanning trees (node-ISTs) in a graph has received extensive attention because of their application in reliable communication, fault-tolerant broadcasting and secure message distribution, and has achieved remarkable results on many special networks. But there are few results in the line graph of them. As one of the typical variations of hypercube, locally twisted cube has many excellent properties, whose line graph has all the advantages of locally twisted cube. So it makes sense to do some research on the line graph of locally twisted cube. In this paper, we propose a parallel algorithm to construct 2n -2 node-ISTs rooted at node [u,N(u, 2)], where u is an arbitrary node on locally twisted cube and n >= 1. And the correctness of our algorithm is proved.

关键词： Locally twisted cube Line graph parallel algorithm Node-independent spanning trees

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Efficient Distributed parallel Aligning Reads and Reference Genome with Many Repetitive Subsequences Using Compact de Bruijn Graph 12

Efficient Distributed Parallel Aligning Reads and Reference ...

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12th international symposium on parallel architectures, algorithms and programming (paap)

作者： Li, Yao Zhong, Cheng Chen, Danyang Zhang, Jinxiong Yin, Mengxiao Guangxi Univ Sch Comp Elect & Informat Nanning Peoples R China Guangxi Univ Key Lab Parallel Distributed Comp Technol Nanning Peoples R China

ISBN: (纸本)9781665496391

A large number of reads generated by the next generation sequencing platform will contain many repetitive subsequences. Effective localizing and identifying genomic regions containing repetitive subsequences will contribute to the subsequent genomic data analysis. To accelerate the alignment between large-scale short reads and reference genome with many repetitive subsequences, this paper develops a compact de Bruijn graph based short-read alignment algorithm on distributed parallel computing platform. the algorithm uses resilient distributed data sets (RDDS) to perform calculations in memory, and executes the broadcast method to distribute short reads and reference genome to the computing nodes to reduce the data communication time on the cluster system, and the number of RDD partitions is set to optimize the performance of parallel aligning algorithm. Experimental results on real datasets show that compared with the compact de Bruijn graph based sequential short-read alignment algorithm, our implemented distributed parallel alignment algorithm achieves good acceleration on the premise of obtaining the same correct alignment percentage as a whole, and compared with existing distributed parallel alignment algorithms, the implemented parallel algorithm can more quickly complete the alignment between large-scale short reads and reference genome with highly repetitive subsequences.

关键词： read alignment highly repetitive subsequences compact de Bruijn graph Hash indexing distributed parallel computing

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Message from the Conference Committee paap 2021

Message from the Conference Committee PAAP 2021

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international symposium on parallel architectures, algorithms and programming (paap)

Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the conference event and publication of the proceedings record.

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Message from the Conference Committee paap 2021

Proceedings - International Symposium on Parallel Architectu...

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Proceedings - international symposium on parallel architectures, algorithms and programming, paap 2021年 2021-December卷 VII页

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On the adoption of Metaheuristics for Solving 0–1 Knapsack Problems

On the adoption of Metaheuristics for Solving 0–1 Knapsack ...

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international symposium on parallel architectures, algorithms and programming (paap)

作者： Yang Qiu Haomiao Li Xiao Wang Omar Dib Wenzhou-Kean University Wenzhou CHINA

ISBN: (纸本)9781665496407

0-1 knapsack problem is a classical Non-deterministic Polynomial Hard (NP-Hard) problem in combinatorial optimization. It has a wide range of applications in real life, such as the distribution of goods in logistics companies, capital calculation, storage, and distribution, etc. this paper studies the adoption of three meta-heuristic approaches for solving the 0–1 knapsack problem. A novel quantum-inspired Tabu Search (QTS) that combines a classical Tabu Search (TS) and Quantum-inspired Evolutionary Algorithm (QEA), Ant Colony swarm intelligence Algorithm (ACO), and Genetic Algorithm (GA) with augmented fitness function. Based on empirical analysis of computer simulations and comparative demonstrations, we show that applying such metaheuristic results in high efficiency in terms of the quality of obtained solutions, computational time, and robustness when dealing with the underlying 0–1 knapsack optimization problem.

关键词： NP-hard problem Metaheuristics Qubit programming Robustness parallel architectures Time complexity

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Research Progress and Clinical Application of Radiomics

Research Progress and Clinical Application of Radiomics

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international symposium on parallel architectures, algorithms and programming (paap)

作者： Ying Liu Jingyu Liu Fan Zhang School of computer and Information Engineering Henan University Kaifeng China

ISBN: (纸本)9781665496407

Radiomics is an important artificial intelligence auxiliary means that can help clinicians get more accurate information and reference basis from patient images. It extracts massive features of lesions from patient images and combines them with clinical, pathological and other data to build models for diagnosis, evaluation and prognosis of related diseases, so as to assist doctors to make more accurate clinical decisions. Radiomics has achieved many remarkable results in the clinical field, which shows that radiomics has great clinical application potential. this paper mainly introduces the related concepts, specific analysis process, clinical application and research progress of radiomics in recent years, analyzes the limitations of current radiomics, and finally looks forward to the future development direction of radiomics.

关键词： Pathology Medical services programming Feature extraction Data models parallel architectures Lesions

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Optimizations of a Linear Matrix Solver in a Composite Simulation for a Vector Computer

Optimizations of a Linear Matrix Solver in a Composite Simul...

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international symposium on parallel architectures, algorithms and programming (paap)

作者： Zhilin He Kazuhiko Komatsu Masayuki Sato Hiroaki Kobayashi Graduate School of Information Sciences Tohoku University Sendai Japan Cyberscience Center Tohoku University Sendai Japan

ISBN: (纸本)9781665496407

A fiber-reinforced composite simulation based on a spring-element model can capture the stress field of composites. Since the simulation can calculate the maximum stress to composites, it is essential to discover a more reliable composite structure, and the acceleration of the simulation is required. However, a linear matrix solver in the simulation needs a long execution time and a vast memory bandwidth to solve element displacements of the structure, especially for large-scale composites. To accelerate the simulation, this paper proposes a vectorization method of a linear matrix solver on a vector computer. By applying loop optimizations such as splitting, unrolling, distribution, and interchange, efficient vector computing is realized. From the performance evaluation, it is shown that the optimizations achieve more than 15.5× speedups on the vector computer. Furthermore, the optimized simulation on a vector computer achieves a 2.4× to 3.7× speedup compared with the original version on the Intel Xeon.

关键词： Performance evaluation Computational modeling Bandwidth programming parallel architectures Reliability Optimization

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Research and Application of Knowledge Graph Technology for Intelligent Question Answering

Research and Application of Knowledge Graph Technology for I...

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international symposium on parallel architectures, algorithms and programming (paap)

作者： Chengrong Lin Shaofan Chen Xiaoran Yang Caimao Li Cong Qu Qiuhong Chen Hainan University Haikou Hainan China Hefei University of Technology Hefei Anhui China

ISBN: (纸本)9781665496407

With the development and application of artificial intelligence technology, knowledge graph gradually becomes one of the key technologies. To solve the data sparsity problem of knowledge graph and improve the efficiency of knowledge graph completion, a knowledge representation model (ISTransE) was proposed, which combined the importance information of entities and relationship strength characteristics. We combine the BERT model and knowledge graph to study the key technology of Q&A, complete the relevant design of an intelligent Q&A system. And realize the intelligent Q&A system of automobiles based on the BERT entity recognition module, question relationship extraction module, answer retrieval module and construct the domain knowledge graph module. And the system is tested by corresponding experiments for Q&A. the test results show that this system can accurately answer the user's car-related knowledge.

关键词： Analytical models Bit error rate Knowledge representation programming Data models Cognition parallel architectures

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