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检索条件"任意字段=International Symposium on Software Engineering for Parallel and Distributed Systems"

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A Hardware-software Cooperative Approach for the Exhaustive Verification of the Collatz Conjecture

A Hardware-Software Cooperative Approach for the Exhaustive ...

引用

international symposium on parallel and distributed Processing with Applications, ISPA

作者： Yasuaki Ito Koji Nakano Department of Information Engineering Hiroshima University Higashihiroshima Japan

Consider the following operation on an arbitrary positive number: if the number is even, divide it by two, and if the number is odd, triple it and add one. The Collatz conjecture assert that, starting from any positive number n, repeated iteration of the operations eventually produces the value 1. The main contribution of this paper is to present hardware-software cooperative approach to verify the Collatz conjecture. The key idea of our approach is to sieve numbers n that produces 1 using a circuit implemented on an FPGA. The numbers that fail to be verified by overflow are reported to the host PC. The host PC verifies those numbers using unlimited bits operations by software. We have implemented 24 coprocessors on the Vertex II family FPGA XC2V3000-4. The experimental results show that our hardware-software cooperative approach can verify 2.89 times 10 9 64-bit numbers per second.

关键词： distributed processing

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Assessment on Fault-tolerance Performance Using Neural Network Model Based on Ant Colony Optimization Algorithm for Fault Diagnosis in Distribution systems of Electric Power systems

Assessment on Fault-tolerance Performance Using Neural Netwo...

引用

ACIS international Conference on software engineering, Artificial Intelligence, Networking, and parallel/distributed Computing (SNPD)

作者： Zhisheng Zhang Yaming Sun School of Automation Engineering Qingdao University of China Qingdao China School of Electrical and Automation Engineering Tianjin University TJU Tianjin China

This paper presents a model based on neural network optimized by the ant colony optimization algorithm (ACOA) for fault section diagnosis in distribution systems of electric power systems, and the simulation results show that it can effectively improve the fault-tolerance ability of fault section diagnosis. It had better fault-tolerance ability in contrast with the BP-NN model and the DGA-NN model. It must be pointed out that the improvement degree is correlative with the space distribution of samples, and it isn 't the essential improvement, but it is the potential mining of neural network.

关键词： Fault tolerant systems Neural networks Power system modeling Ant colony optimization Fault diagnosis Fault tolerance Artificial intelligence Automation distributed computing software algorithms

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Design of a software distributed shared memory system using an MPI communication layer

Design of a software distributed shared memory system using ...

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international symposium on parallel Architectures, Algorithms and Networks (ISPAN)

作者： Y. Ojima M. Sato T. Boku D. Takahashi Graduate School of Systems and Information Engineering University of Tsukuba Tsukuba Japan

We designed and implemented a software distributed shared memory (DSM) system, SCASH-MPI, by using MPI as the communication layer of the SCASH DSM. With MPI as the communication layer, we could use high-speed networks with several clusters and high portability. Furthermore, SCASH-MPI can use high-speed networks with MPI, which is the most commonly available communication library. On the other hand, existing software DSM systems usually use a dedicated communication layer, TCP, or UDP-Ethernet. SCASH-MPI avoids the need for a large amount of pin-down memory for shared memory use that has limited the applications of the original SCASH. In SCASH-MPI, a thread is created to support remote memory communication using MPI. An experiment on a 4-node Itanium cluster showed that the Laplace Solver benchmark using SCASH-MPI achieves a performance comparable to the original SCASH. Performance degradation is only 6.3% in the NPB BT benchmark Class B test. In SCASH-MPI, page transfer does not start until a page fault is detected. To hide the latency of page transmission, we implemented a prefetch function. The latency in BT Class B was reduced by 64% when the prefetch function was used.

关键词： software design Communication system software High-speed networks Benchmark testing Delay Prefetching software libraries software systems Application software Yarn

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Protocols for fault-tolerant distributed-shared-memory on the SOME-bus multiprocessor architecture

Protocols for fault-tolerant distributed-shared-memory on th...

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international symposium on parallel and distributed Processing (IPDPS)

作者： D. Hecht C. Katsinis Electrical and Computer Engineering Drexel University Philadelphia PA USA

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Helper thread prefetching for loosely-coupled multiprocessor systems 06

Helper thread prefetching for loosely-coupled multiprocessor...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Changhee Jung Daeseob Lim Jaejin Lee Y. Solihin Embedded Software Research Division Electronics and Telecommnications Research Institute Daejeon South Korea Department of Computer Science and Engineering University of California La Jolla CA USA School of Computer Science and Engineering Seoul National University of Technology Seoul South Korea Department of Electrical and Computer Engineering North Carolina State University Raleigh NC USA

ISBN: (纸本)9781424400546

This paper presents a helper thread prefetching scheme that is designed to work on loosely-coupled processors, such as in a standard chip multiprocessor (CMP) system or an intelligent memory system. Loosely-coupled processors have an advantage in that fine-grain resources, such as processor and L1 cache resources, are not contended by the application and helper threads, hence preserving the speed of the application. However, inter-processor communication is expensive in such a system. We present techniques to alleviate this. Our approach exploits large loop-based code regions and is based on a new synchronization mechanism between the application and helper threads. This mechanism precisely controls how far ahead the execution of the helper thread can be with respect to the application thread. We found that this is important in ensuring prefetching timeliness and avoiding cache pollution. To demonstrate that prefetching in a loosely-coupled system can be done effectively, we evaluate our prefetching in a standard, unmodified CMP system, and in an intelligent memory system where a simple processor in memory executes the helper thread. Evaluating our scheme with nine memory-intensive applications with the memory processor in DRAM achieves an average speedup of 1.25. Moreover, our scheme works well in combination with a conventional processor-side sequential L1 prefetcher, resulting in an average speedup of 1.31. In a standard CMP, the scheme achieves an average speedup of 1.33.

关键词： Yarn Prefetching Multiprocessing systems Intelligent systems Computer science Design engineering Delay Hardware Embedded software Drives

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Dependable distributed embedded system assessment platform design

Dependable distributed embedded system assessment platform d...

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ACIS international Conference on software engineering, Artificial Intelligence, Networking, and parallel/distributed Computing (SNPD)

作者： Qiang Huang Liang XiaoFeng Zhu Yingying Shenzhen University China College of Information Engineering Shenzhen University Shenzhen P. R. China

Dependable distributed embedded systems (DDES) are being deployed widely in automobile industry over the world. These systems always post rigorous requirement for timing accuracy and reliability. Both hardware and software architecture have important effect on the system dependability. Adding or substitute for more reliable hardware could increase the system reliability moreover achieves faster system response. Apparently this would increase the manufacturing cost, while software could be a more cost-effective ways for providing support for dependable distributed embedded system development. The dependable distributed embedded system assessment platform (DDESAP) which based on vehicle control system provides testing and assessment support for various automobile dependable software. DDESAP evaluates the vehicle control hardware and operational environments. software architectures such as time- triggered, event-triggered, hybrid-triggered and other fault tolerant mechanisms for dependable distributed embedded systems were tested on DDESAP. A vehicle dynamic model, a motorway traffic model, and a driver model were developed for DDESAP. Simulation show these models comply with manufacturer and empirical data. DDESAP enables the evaluation of novel software architectures for safety-critical automobile control systems, like the fault tolerant adaptive cruise control systems (ACCS) presented.

关键词： Embedded system Hardware software architecture Control systems Automobile manufacture Embedded software Vehicles software testing System testing Fault tolerant systems

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Bioinformatics on a heterogeneous Java distributed system

Bioinformatics on a heterogeneous Java distributed system

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international symposium on parallel and distributed Processing (IPDPS)

作者： A.J. Page T.M. Keane T.J. Naughton Department of Computer Science National University of Ireland Maynooth Ireland

A programmable Java distributed system, which utilises the free resources of a heterogeneous set of computers linked together by a network, has been developed. The system has been successfully deployed on over 200 computers, which were distributed over a number of locations, and has been successfully used to process bioinformatics, biomedical engineering, and cryptography applications. We present two bioinformatics applications, DSEARCH, which performs sensitive database and DPRml which performs distributed phylogeny reconstruction by maximum likelihood.

关键词： Bioinformatics Java Biomedical computing distributed computing Application software Computer networks Biomedical engineering Cryptography distributed databases Phylogeny

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A Trend of 2D Human Pose Estimation Base on Deep Learning 4

A Trend of 2D Human Pose Estimation Base on Deep Learning

引用

4th international symposium on Smart and Healthy Cities, ISHC 2022

作者： Wei, Chunyan Long, Wei Jiang, Sudong Chen, Changxue Wu, Dongfang Jiang, Linhua Fudan University Academy for Engineering and Technology Shanghai China School of Information Engineering Huzhou University Zhejiang Huzhou China Chongqing Changan Automobile Co. Ltd Chongqing China

ISBN: (纸本)9781665491808

The research on Human pose estimation remains the most fundamental and challenging problem in computer vision. In this context, computer vision-based automobile safety-assisted driving technology has received comprehensive attention and is widely used in automobile-assisted driving systems. Powered by advanced artificial intelligence, the scale of data to be learned by deep learning networks is increasing, the processing tasks are becoming more and more complex, and the model parameters are also increasing. In the field of distributed parallel computing research has also received extensive attention. In this work, we focus on the challenge of human posture estimation in two dimensions, using both conventional and deep learning techniques, with an emphasis on its study's potential use in traffic-related settings. Recent approaches for estimating human poses are introduced, and a summary of how to extract bone joint points using deep learning techniques is provided. In conclusion, it elaborates on the present state of going beyond the bounds of single-computer computing resources and merging distributed architecture with deep learning to address the challenges and opportunities in human pose estimation. Human posture estimation has several technological applications, including the detection of driving behaviour and the analysis of fitness data. © 2022 IEEE.

关键词： Computer vision

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Web-based multimedia support for distributed cooperative software engineering

Web-based multimedia support for distributed cooperative sof...

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international symposium on Multimedia software engineering

作者： J. Goguen Kai Lin Department Computer Science & Engineering University of California San Diego La Jolla CA USA

The Tatami project is building a system to support software engineering over the Internet, exploiting recent advances in Web technology, interface design and specification. Our effort to improve the usability of such systems led us into algebraic semiotics, while our effort to develop better formal methods for distributed concurrent systems led us into hidden algebra. We discuss the Tatami system design, especially user interface issues, and sketch an extension of algebraic semiotics for interface dynamics.

关键词： software engineering Design engineering Internet User interfaces Java Logic Computer science Drives Buildings Usability

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Adaptive quality equalizing: high-performance load balancing for parallel branch-and bound across applications and computing systems

Adaptive quality equalizing: high-performance load balancing...

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international symposium on parallel Processing

作者： N.R. Mahapatra S. Dutt Department of Electrical & Computer Engineering State University of New York University at Buffalo Buffalo NY USA Department of Electrical Engineering & Computer Science University of Illinois Chicago Chicago IL USA

In this paper we present an adaptive version of our previously proposed quality equalizing (QE) load balancing strategy that attempts to maximize the performance of parallel branch-and-bound (B&B) by adapting to application and target computing system characteristics. Adaptive QE (AQE) incorporates the following salient adaptive features: (1) Anticipatory quantitative and qualitative load balancing mechanisms. (2) Regulation of load information exchange overhead. (3) Deterministic load balancing in extended neighborhoods instead of just immediate neighborhoods as in non-adaptive QE. (4) Randomized global load balancing to fetch work from outside the extended neighborhood. AQE fields speedup improvements of up to 80%, and 15% on the average, compared to that provided by QE for several real-world mixed-integer programming (MIP) problems, and near-ideal speedups for two of the largest problems in the MIPLIB benchmark suite on an IBM SP2 system.

关键词： Adaptive equalizers Load management Concurrent computing Application software Computer applications Optimization methods Cost function Space exploration Search problems parallel processing

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