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检索条件"任意字段=11th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2020"

共 25 条记录，以下是1-10 订阅

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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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10th international symposium on parallel architectures, algorithms and programming, paap 2019

10th International Symposium on Parallel Architectures, Algo...

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10th international symposium on parallel architectures, algorithms and programming, paap 2019

the proceedings contain 47 papers. the special focus in this conference is on parallel architectures, algorithms and programming. the topics include: On a Coexisting Scheme for Multiple Flows in Multi-radio Multi-channel Wireless Mesh Networks;Non-linear K-Barrier Coverage in Mobile Sensor Network;Interrupt Responsive Spinlock Mechanism Based on MCS for Multi-core RTOS;A Novel Speedup Evaluation for Multicore Architecture Based Topology of On-Chip Memory;Improving the Performance of Collective Communication for the On-Chip Network;A Survey of Multicast Communication in Optical Network-on-Chip (ONoC);Virtual Network Embedding Based on Core and Coritivity of Graph;Non-time-Sharing Full-Duplex SWIPT Relay System with Energy Access Point;Recent Developments in Content Delivery Network: A Survey;Weighted Mean Deviation Similarity Index for Objective Omnidirectional Video Quality Assessment;Tire X-ray Image Defects Detection Based on Adaptive thresholding Method;Halftone Image Reconstruction Based on SLIC Superpixel Algorithm;Study on the Method of Extracting Diabetes History from Unstructured Chinese Electronic Medical Record;Deep Residual Optimization for Stereoscopic Image Color Correction;Old Man Fall Detection Based on Surveillance Video Object Tracking;Electric Bicycle Violation Automatic Detection in Unconstrained Scenarios;Building a Lightweight Container-Based Experimental Platform for HPC Education;Automatic Generation and Assessment of Student Assignments for parallel programming Learning;Heuristic Load Scheduling Algorithm for Stateful Cloud BPM Engine.

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parallel architectures, algorithms and programming 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Li Ning Vincent Chau Francis Lau

this book constitutes the refereed proceedings of the 11th international symposium on parallel architectures, algorithms and programming, paap 2020, held in Shenzhen, China, in December 2020.

ISBN: (数字)9789811600104

ISBN: (纸本)9789811600098

this book constitutes the refereed proceedings of the 11th international symposium on parallel architectures, algorithms and programming, paap 2020, held in Shenzhen, China, in December 2020.

关键词： Processor architectures

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Automatic thread Block Size Selection Strategy in GPU parallel Code Generation 11th

Automatic Thread Block Size Selection Strategy in GPU Parall...

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

作者： Hu, Weifang Han, Lin Han, Pu Shang, Jiandong Supercomputing Center of Henan Zhengzhou University Zhengzhou China

ISBN: (纸本)9789811600098

In order to improve the flexibility of thread configuration during GPU parallel code automatic generation, an automatic selection strategy of thread block size based on the occupancy of multiprocessors is proposed, and a analysis method based on the polyhedral model is employed to analysis array accesses of GPU kernels. this strategy evaluates the occupancy of device kernels under different thread block sizes, and selects the thread block size with the highest occupancy. For kernels with complex array access or synchronization statements, it automatically selects smaller thread block size to increase schedule spaces of thread warps. It is implemented in the Polly-Acc module of the LLVM compilation framework, and tested on a Tesla architecture GPU using the PolyBench test set. Compared with using fixed block sizes of 32 × 8 and 32 × 16, this strategy makes the generated code achieved an average performance improvement of 9.7% and 15.5% respectively. At the same time, compared with using the thread block selection suggestions in the CUDA API, an average performance improvement of 21% is obtained. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Graphics processing unit

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Proceedings of the 11th Workshop on parallel programming and Run-Time Management Techniques for Many-Core architectures / 9th Workshop on Design Tools and architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2020

Proceedings of the 11th Workshop on Parallel Programming and...

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11th Workshop on parallel programming and Run-Time Management Techniques for Many-Core architectures / 9th Workshop on Design Tools and architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2020

the proceedings contain 5 papers. the topics discussed include: sparse matrix-dense matrix multiplication on heterogeneous CPU+FPGA embedded system;run-time power modelling in embedded GPUs with dynamic voltage and frequency scaling;fault-tolerant online scheduling algorithms for CubeSats;an OpenMP parallel genetic algorithm for design space exploration of heterogeneous multi-processor embedded systems;and automated precision tuning in activity classification systems: a case study.

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Proceedings of the 11th Workshop on Parallel Programming and...

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8th international symposium on Highly-Efficient Accelerators and Reconfigurable Technologies, HEART 2017

ISBN: (纸本)9781450375450

the proceedings contain 5 papers. the topics discussed include: sparse matrix-dense matrix multiplication on heterogeneous CPU+FPGA embedded system;run-time power modeling in embedded GPUs with dynamic voltage and frequency scaling;fault-tolerant online scheduling algorithms for CubeSats;an OpenMP parallel genetic algorithm for design space exploration of heterogeneous multi-processor embedded systems;and automated precision tuning in activity classification systems: a case study.

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SCL-Chan: An asynchronous data-parallel language for irregular algorithms

SCL-Chan: An asynchronous data-parallel language for irregul...

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2nd international Workshop on High-Level parallel programming Models and Supportive Environments / 11th international parallel Processing symposium

作者： Melin, E Raffin, B Rebeuf, X Virot, B LIFO - IIIA Universite d'Orleans Orleans France

ISBN: (纸本)0818678836

parallelism suffers from a lack of programming languages both simple to handle and able to take advantage of the power of present parallel computers. If parallelism expression is too high level, compilers have to perform complex optimizations leading often to poor performances. One the other hand, too low level parallelism transfers difficulties reward the programmer. In this paper, we propose a new programming language that integrates both a synchronous data-parallel progamming model and an asynchronous execution model. the synchronous data-parallel programming model allows a safe program designing. the asynchronous execution model yields an efficient execution on present MIMD architectures without any program transformation. Our language relies on a logical instruction ordering exploited by specific send/receive communications. It allows to express only the effective data dependences between processors. this ability is enforced by a possible send/receive unmatching useful for irregular algorithms. A sparse vector computation exemplifies our language potentialities.

关键词： design of parallel programming languages synchronous and data-parallel programming model asynchronous execution model structural clock irregular algorithm

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Boosting Performance in parallel Computing Models with a New Experimental Architecture 11th

Boosting Performance in Parallel Computing Models with a New...

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

作者： Albert, Alberto Arteta Harshakumar, Akshay de Mingo López, Luis Fernando Blas, Nuria Gómez TroyAL36082 United States Departamento de Sistemas Informáticos Escuela Técnica Superior de Ingeniería de Sistemas Informáticos Universidad Politécnica de Madrid Calle Alan Turing Madrid28031 Spain

ISBN: (纸本)9789811600098

the von Neumann architecture, often called the Traditional architecture, describes the design for an electronic digital computer as having five main components: processing unit, control unit, memory, external storage, input/output mechanisms. the processing unit interacts with the rest of the components through the system bus. that helps in carrying the data as well as the addresses. Over the years, that architecture has evolved with the advancement in technology. Today we find that we face many constraints regarding the deployment of some hardware and software features developed in recent years due to the inherent nature of the traditional architecture. this paper shows how to use this architecture to boost performance by introducing a variation in signal processing by placing a different memory type that reduces stall operations when processing different parallel threads. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Signal processing

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parallel Reconstruction for High Resolution Multi-frame Solar Speckle Images 1

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

作者： Zhu, Lingxiao Jiang, Murong Fu, Pengming Chui, Wenhao School of Information Science and Engineering Yunnan University Kunming China

ISBN: (数字)9789811600104

ISBN: (纸本)9789811600098

the high resolution reconstruction of solar speckle image is an important research issue in the field of astronomical observation. Due to the influence of atmospheric turbulence, the astronomical images obtained by ground-based optical telescope will be blurred or degraded seriously, which needs to be reconstructed by image restoration method. Most of the existing regularization methods deal with a single frame image. the more image features are, the better the reconstruction effect is. However, the poor quality of the reconstructed image is caused by the insufficient features of a single solar speckle image. In this paper, we combined the complementary relationship between multi-frame speckle images to establish a multi-frame blind restoration model suitable for solar speckle image reconstruction, used genetic algorithm to select regularization parameters and realized multi-frame block reconstruction in parallel. the experimental results show that the proposed method can restore the solar speckle image well, and the reconstruction speed is fast, which can meet the requirements of astronomical observation. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Image reconstruction

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SignalPU: A programming model for DSP applications on parallel and heterogeneous clusters 16

SignalPU: A programming model for DSP applications on parall...

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16th IEEE Int Conf on High Performance Computing and Communications/11th IEEE Int Conf on Embedded Software and Systems\6th Int symposium on Cyberspace Safety and Security

作者： Mansouri, Farouk Huet, Sylvain Houzet, Dominique Univ Stendhal CNRS INPG UJF GIPSA Lab UMR 5216 F-38402 Grenoble France

ISBN: (纸本)9781479961238

the biomedical imagery, the numeric communications, the acoustic signal processing and many others digital signal processing (DSP) applications are present more and more in the numeric world. they process growing data volume which is represented with more and more accuracy, and use complex algorithms with time constraints to satisfying. Consequently, a high requirement of computing power characterize them. To satisfy this need, it's inevitable today to use parallel and heterogeneous architectures in order to speedup the processing, where the best examples are today's supercomputers like "Tianhe-2" and "Titan" of Top500 ranking. these architectures with their multi-core nodes supported by many-core accelerators offer a good response to this problem. However, they are still hard to program to make performance because of many reasons: parallelism expression, task synchronization, memory management, hardware specifications handling, load balancing ... In the present work, we are characterizing DSP applications and propose a programming model based on their distinctiveness in order to implement them easily and efficiently on heterogeneous clusters.

关键词： Digital signal processing data flow graph graphic processing unit model of programming parallel and heterogenous programming Digital signal processing data flow graphs Demonstration programmes parallel Lines Graphics Processing Unit Desmoplakin Gene programming computational power Time constraints

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