首页 > 最新文献

Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing最新文献

英文 中文
Fault detection and fault tolerance in a loosely integrated heterogeneous database system 松散集成异构数据库系统中的故障检测与容错
Wanlei Zhou
This paper presents the design and prototype implementation of a reactive system that facilitates the fault detection and fault tolerance of a loosely integrated heterogeneous database system. The fault detection mechanism uses sensors to monitor individual databases and system objects and to detect database or system component failures. The fault tolerance mechanism uses actuators to react to these failures.
本文提出了一种响应式系统的设计和原型实现,该系统有助于松散集成的异构数据库系统的故障检测和容错。故障检测机制使用传感器监视单个数据库和系统对象,并检测数据库或系统组件故障。容错机制使用致动器对这些故障作出反应。
{"title":"Fault detection and fault tolerance in a loosely integrated heterogeneous database system","authors":"Wanlei Zhou","doi":"10.1109/ICAPP.1997.651537","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651537","url":null,"abstract":"This paper presents the design and prototype implementation of a reactive system that facilitates the fault detection and fault tolerance of a loosely integrated heterogeneous database system. The fault detection mechanism uses sensors to monitor individual databases and system objects and to detect database or system component failures. The fault tolerance mechanism uses actuators to react to these failures.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132893745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Embedding a complete binary tree into a faulty supercube 将一个完整的二叉树嵌入到一个有缺陷的超立方体中
Haun-Chao Keh, Jen-Chih Lin
The supercube is a novel interconnection network that is derived from the hypercube. Unlike the hypercube, the supercube can be constructed for any number of nodes. That is, the supercube is incrementally expandable. In addition, the supercube retains the connectivity and diameter properties of the corresponding hypercube. In this paper, we consider the problem of embedding and reconfiguring binary tree structures in a faulty supercube. Further more, for finding the replaceable node of the faulty node, we allow 2-expansion such that we can show that up to (n-2) faults can be tolerated with congestion 1 and dilation 4 that is (n-1) is the dimension of a supercube.
超立方体是由超立方体衍生而来的一种新型互联网络。与超立方体不同,超立方体可以为任意数量的节点构建。也就是说,超立方体是增量可扩展的。此外,超立方体保留了相应超立方体的连通性和直径属性。本文研究了在故障超立方体中嵌入和重新配置二叉树结构的问题。此外,为了找到故障节点的可替换节点,我们允许2-扩展,这样我们可以证明,在拥塞1和扩展4 (n-1)是超立方体的维数的情况下,最多可以容忍(n-2)个故障。
{"title":"Embedding a complete binary tree into a faulty supercube","authors":"Haun-Chao Keh, Jen-Chih Lin","doi":"10.1109/ICAPP.1997.651501","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651501","url":null,"abstract":"The supercube is a novel interconnection network that is derived from the hypercube. Unlike the hypercube, the supercube can be constructed for any number of nodes. That is, the supercube is incrementally expandable. In addition, the supercube retains the connectivity and diameter properties of the corresponding hypercube. In this paper, we consider the problem of embedding and reconfiguring binary tree structures in a faulty supercube. Further more, for finding the replaceable node of the faulty node, we allow 2-expansion such that we can show that up to (n-2) faults can be tolerated with congestion 1 and dilation 4 that is (n-1) is the dimension of a supercube.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132317039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A parallel sort-balance mutual range-join algorithm on hypercube computers 超立方体计算机上并行排序-平衡互距离连接算法
R. Wong, R. Topor, Hong Shen
This paper presents an efficient parallel algorithm for computing the mutual range-join of N sets of numbers on shared-nothing hypercube computers. The algorithm iteratively joins each set to the mutual range-join of the preceding sets. Each join is performed on all processors of the hypercube in parallel. The algorithm uses a global sorting method to distribute the elements of the first set evenly across all processors in increasing order, a new data balancing technique to distribute the elements of subsequent sets to match the intermediate set at each processor and to compensate for join skew, and a new efficient local range-join procedure. We analyse the performance of this algorithm and demonstrate that it improves on the best previously published algorithm for this problem when the join selectivity factor is small. The method can also be applied to similar problems such as band-join and equi-join.
本文提出了一种计算无共享超立方体计算机上N组数的互值域连接的高效并行算法。该算法迭代地将每个集合连接到前面集合的互区间连接。每个连接在超多维数据集的所有处理器上并行执行。该算法采用全局排序方法将第一个集合的元素按递增顺序均匀地分布在所有处理器上,采用新的数据平衡技术将后续集合的元素分布到每个处理器上以匹配中间集合并补偿连接倾斜,并采用新的高效的局部范围连接过程。我们分析了该算法的性能,并证明当连接选择因子较小时,它比先前发表的最佳算法有所改进。该方法也可应用于带连接和等连接等类似问题。
{"title":"A parallel sort-balance mutual range-join algorithm on hypercube computers","authors":"R. Wong, R. Topor, Hong Shen","doi":"10.1109/ICAPP.1997.651538","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651538","url":null,"abstract":"This paper presents an efficient parallel algorithm for computing the mutual range-join of N sets of numbers on shared-nothing hypercube computers. The algorithm iteratively joins each set to the mutual range-join of the preceding sets. Each join is performed on all processors of the hypercube in parallel. The algorithm uses a global sorting method to distribute the elements of the first set evenly across all processors in increasing order, a new data balancing technique to distribute the elements of subsequent sets to match the intermediate set at each processor and to compensate for join skew, and a new efficient local range-join procedure. We analyse the performance of this algorithm and demonstrate that it improves on the best previously published algorithm for this problem when the join selectivity factor is small. The method can also be applied to similar problems such as band-join and equi-join.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"78 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114001374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Memory ushering in a scalable computing cluster 内存引入了可扩展的计算集群
A. Barak, A. Braverman
Scalable computing clusters (SCC) are becoming an alternative to mainframes and MPP's for the execution of high performance, demanding applications in multi-user, time-sharing environments. In order to better utilize the multiple resources of such systems, it is necessary to develop means for cluster wide resource allocation and sharing, that will make an SCC easy to program and use. This paper presents the details of a memory ushering algorithm among the nodes of an SCC. This algorithm allows a node which has exhausted its main memory to use available memory in other nodes. The paper first presents results of simulations of several algorithms for process placement to nodes. It then describes the memory ushering algorithm of the MOSIX multicomputer operating system for an SCC and its performance.
可扩展计算集群(SCC)正在成为大型机和MPP的替代方案,用于在多用户分时环境中执行高性能、高要求的应用程序。为了更好地利用这些系统的多种资源,有必要开发集群范围内资源分配和共享的方法,使SCC易于编程和使用。本文给出了一种SCC节点间的内存引导算法。该算法允许耗尽主内存的节点使用其他节点的可用内存。本文首先给出了几种节点过程布局算法的仿真结果。然后介绍了面向SCC的MOSIX多机操作系统的内存引导算法及其性能。
{"title":"Memory ushering in a scalable computing cluster","authors":"A. Barak, A. Braverman","doi":"10.1109/ICAPP.1997.651492","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651492","url":null,"abstract":"Scalable computing clusters (SCC) are becoming an alternative to mainframes and MPP's for the execution of high performance, demanding applications in multi-user, time-sharing environments. In order to better utilize the multiple resources of such systems, it is necessary to develop means for cluster wide resource allocation and sharing, that will make an SCC easy to program and use. This paper presents the details of a memory ushering algorithm among the nodes of an SCC. This algorithm allows a node which has exhausted its main memory to use available memory in other nodes. The paper first presents results of simulations of several algorithms for process placement to nodes. It then describes the memory ushering algorithm of the MOSIX multicomputer operating system for an SCC and its performance.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"181 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116502368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 52
Embedding of congestion-free complete binary trees with dilation two in star graphs 星图中膨胀2的无拥塞完全二叉树的嵌入
Yuh-Shyan Chen, Y. Tseng, T. Juang, Chiou-Jyu Chang
Trees are a common structure to represent the inter-task communication pattern of a parallel algorithm. In this paper, we consider the problem of embedding a complete binary tree in a star graph with the objective of minimizing congestion and dilation. We develop a congestion-free, dilation-2, load-1 embedding of a level-p binary tree into an n-dimensional star graph, where p=/spl Sigma//sub i=2//sup n/ [log i] and k is any positive integer. The result offers a tree of size comparable or superior to existing results, but with less congestion and dilation.
树是表示并行算法的任务间通信模式的常用结构。在本文中,我们考虑了以最小化拥塞和膨胀为目标在星图中嵌入完全二叉树的问题。我们开发了一种无拥塞,膨胀-2,负载-1的p级二叉树嵌入到n维星图中,其中p=/spl Sigma//sub i=2//sup n/ [log i], k是任意正整数。结果提供了一个大小与现有结果相当或更好的树,但拥塞和膨胀更少。
{"title":"Embedding of congestion-free complete binary trees with dilation two in star graphs","authors":"Yuh-Shyan Chen, Y. Tseng, T. Juang, Chiou-Jyu Chang","doi":"10.1109/ICAPP.1997.651502","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651502","url":null,"abstract":"Trees are a common structure to represent the inter-task communication pattern of a parallel algorithm. In this paper, we consider the problem of embedding a complete binary tree in a star graph with the objective of minimizing congestion and dilation. We develop a congestion-free, dilation-2, load-1 embedding of a level-p binary tree into an n-dimensional star graph, where p=/spl Sigma//sub i=2//sup n/ [log i] and k is any positive integer. The result offers a tree of size comparable or superior to existing results, but with less congestion and dilation.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123684852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prioritized physical channel scheduling in wormhole networks 虫洞网络中优先的物理信道调度
Abdel-Halim Smai, L. Thorelli
The multiplexing and arbitration of the physical channel among many virtual channels is an important issue in parallel systems using wormhole switching technique. Many existing multicomputer routers do not provide support for prioritized traffic at the link level. The main goal of network designers has been to improve average delay and throughput. In this paper, we propose a new, low-cost prioritized physical channel scheduling scheme for wormhole networks. Conventional demand multiplexing allows a set of ready flits to share a physical channel in a strict round-robin manner. Thus, it does not allow flexibility for fast movement of high priority messages such as synchronization and control information. The proposed scheme allows high priority flits to bypass low priority flits, while applying round-robin among flits with the same priority. This paper presents the motivation behind the proposed scheme, description of the scheme, and its implementation. The prioritized physical channel scheduling scheme is evaluated and compared against the conventional demand multiplexing for a wide range of system parameters. Results based on thorough simulation show that the performance of high priority traffic can be significantly improved, latency can be improved by up to 45%. The results demonstrate significant potential for designing high performance wormhole systems to support prioritized traffic.
在采用虫洞交换技术的并行系统中,物理信道在多个虚拟信道之间的复用和仲裁是一个重要的问题。许多现有的多计算机路由器不支持链路级别的优先通信。网络设计者的主要目标是提高平均延迟和吞吐量。在本文中,我们提出了一种新的、低成本的、优先的虫洞网络物理信道调度方案。传统的需求多路复用允许一组就绪的flts以严格的循环方式共享一个物理通道。因此,它不允许快速移动高优先级消息(如同步和控制信息)的灵活性。该方案允许高优先级的飞行绕过低优先级的飞行,同时在具有相同优先级的飞行之间进行循环。本文介绍了该方案背后的动机、方案描述及其实现。在广泛的系统参数范围内,对优先物理信道调度方案进行了评估,并与传统的需求复用进行了比较。经过全面的仿真结果表明,高优先级流量的性能可以得到显著提高,延迟可以提高45%。结果表明,设计高性能虫洞系统以支持优先流量的巨大潜力。
{"title":"Prioritized physical channel scheduling in wormhole networks","authors":"Abdel-Halim Smai, L. Thorelli","doi":"10.1109/ICAPP.1997.651481","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651481","url":null,"abstract":"The multiplexing and arbitration of the physical channel among many virtual channels is an important issue in parallel systems using wormhole switching technique. Many existing multicomputer routers do not provide support for prioritized traffic at the link level. The main goal of network designers has been to improve average delay and throughput. In this paper, we propose a new, low-cost prioritized physical channel scheduling scheme for wormhole networks. Conventional demand multiplexing allows a set of ready flits to share a physical channel in a strict round-robin manner. Thus, it does not allow flexibility for fast movement of high priority messages such as synchronization and control information. The proposed scheme allows high priority flits to bypass low priority flits, while applying round-robin among flits with the same priority. This paper presents the motivation behind the proposed scheme, description of the scheme, and its implementation. The prioritized physical channel scheduling scheme is evaluated and compared against the conventional demand multiplexing for a wide range of system parameters. Results based on thorough simulation show that the performance of high priority traffic can be significantly improved, latency can be improved by up to 45%. The results demonstrate significant potential for designing high performance wormhole systems to support prioritized traffic.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133573548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A current-mode approach to CMOS neural network implementation 电流模式的CMOS神经网络实现方法
K. Watanabe, L. Wang, Hyeong-Woo Cha, S. Ogawa
CMOS equivalents of the synapse and the neuron are proposed for LSI implementation of an adaptive analog neural network. The synapse is a multiplying digital-to-analog converter based on an R-2R ladder and the neuron consists of the second-generation current conveyor. Prototype chips fabricated independently using 0.6 /spl mu/m CMOS process have confirmed the wideband signal processing capability owing to a fully current-mode approach. Detailed analyses of measured performances have also given the design criteria for fully parallel implementation.
在自适应模拟神经网络的大规模集成电路实现中,提出了突触和神经元的CMOS等效元件。突触是一个基于R-2R阶梯的倍增数模转换器,神经元由第二代电流传送带组成。使用0.6 /spl μ m CMOS工艺独立制造的原型芯片由于采用全电流模式方法,证实了宽带信号处理能力。对测量性能的详细分析也给出了完全并行实现的设计准则。
{"title":"A current-mode approach to CMOS neural network implementation","authors":"K. Watanabe, L. Wang, Hyeong-Woo Cha, S. Ogawa","doi":"10.1109/ICAPP.1997.651528","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651528","url":null,"abstract":"CMOS equivalents of the synapse and the neuron are proposed for LSI implementation of an adaptive analog neural network. The synapse is a multiplying digital-to-analog converter based on an R-2R ladder and the neuron consists of the second-generation current conveyor. Prototype chips fabricated independently using 0.6 /spl mu/m CMOS process have confirmed the wideband signal processing capability owing to a fully current-mode approach. Detailed analyses of measured performances have also given the design criteria for fully parallel implementation.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130110847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Parallel information retrieval on a distributed memory multiprocessor system 分布式存储多处理机系统的并行信息检索
Sang-Hwa Chung, Soo-Cheol Oh, K. Ryu, Soo-Hee Park
This paper presents a parallel information retrieval (IR) system which provides information for users with precision and speed. For precision, the IR system adopts a full-text search method. To supply a fast information service, parallel processing techniques are used, so multiple queries are processed concurrently and each of these queries is also handled in parallel using multiple processors. For the efficient utilization of multiple processors, we developed a processor allocation method which dynamically assigns various-size processor clusters for incoming queries based on the current workload of the system. The parallel IR model is implemented on a multi-transputer system composed of 16 processors. According to the experiments, a linear speed-up of up to 11.3-fold is obtained, and network and hard disk overheads are negligible in comparison with the response time.
本文提出了一种并行信息检索系统,为用户提供准确、快速的信息。为了精确,红外系统采用全文检索方法。为了提供快速的信息服务,使用了并行处理技术,因此可以并发处理多个查询,并且每个查询也可以使用多个处理器并行处理。为了有效地利用多个处理器,我们开发了一种处理器分配方法,该方法根据系统当前的工作负载动态地为传入查询分配不同大小的处理器集群。并行红外模型是在一个由16个处理器组成的多处理器系统上实现的。根据实验,获得了高达11.3倍的线性加速,与响应时间相比,网络和硬盘开销可以忽略不计。
{"title":"Parallel information retrieval on a distributed memory multiprocessor system","authors":"Sang-Hwa Chung, Soo-Cheol Oh, K. Ryu, Soo-Hee Park","doi":"10.1109/ICAPP.1997.651488","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651488","url":null,"abstract":"This paper presents a parallel information retrieval (IR) system which provides information for users with precision and speed. For precision, the IR system adopts a full-text search method. To supply a fast information service, parallel processing techniques are used, so multiple queries are processed concurrently and each of these queries is also handled in parallel using multiple processors. For the efficient utilization of multiple processors, we developed a processor allocation method which dynamically assigns various-size processor clusters for incoming queries based on the current workload of the system. The parallel IR model is implemented on a multi-transputer system composed of 16 processors. According to the experiments, a linear speed-up of up to 11.3-fold is obtained, and network and hard disk overheads are negligible in comparison with the response time.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131909078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
On the optimization of a task-farm model for the parallel integration of a two-dimensional Schrodinger equation 二维薛定谔方程并行积分任务场模型的优化
R. Baraglia, R. Ferrini, D. Laforenza, A. Laganà
As a case study of computational problems difficult to parallelize we discuss the parallelization of a quantum reactive scattering application integrating a two dimensional Schrodinger equation. From a detailed analysis of the computational procedure, sources for inefficiency causing a performance degradation when running the application on a MIMD-DM machine were singled out and the parallel model was structured accordingly. The suitability of the model adopted was checked by running some test calculations.
作为难以并行化的计算问题的一个实例,我们讨论了对二维薛定谔方程进行积分的量子反应散射应用的并行化问题。通过对计算过程的详细分析,找出了在MIMD-DM机器上运行应用程序时导致性能下降的低效率来源,并相应地构建了并行模型。通过一些试验计算,验证了所采用模型的适用性。
{"title":"On the optimization of a task-farm model for the parallel integration of a two-dimensional Schrodinger equation","authors":"R. Baraglia, R. Ferrini, D. Laforenza, A. Laganà","doi":"10.1109/ICAPP.1997.651521","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651521","url":null,"abstract":"As a case study of computational problems difficult to parallelize we discuss the parallelization of a quantum reactive scattering application integrating a two dimensional Schrodinger equation. From a detailed analysis of the computational procedure, sources for inefficiency causing a performance degradation when running the application on a MIMD-DM machine were singled out and the parallel model was structured accordingly. The suitability of the model adopted was checked by running some test calculations.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"144 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115816205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Learning in an adaptive backthrough control structure 在自适应反向控制结构中学习
V. Kecman
The paper presents a neural network (NN) based adaptive backthrough control (ABC) scheme for both linear and nonlinear dynamic plants. Unlike other feedforward NN based control schemes the ABC comprises of one neural network which simultaneously acts as both plant model (emulator) and the controller (inverse of the emulator). For linear plants, without noise, the resulting feedforward controller, providing that the order of the plant and plant model are equal, is a perfect adaptive poles-zeros canceller. In the case of a nonlinear dynamic system, and for the monotonic nonlinearity, the proposed ABC control represents the nonlinear predictive controller. The ABC scheme is based on the discrete nonlinear (NARMAX) dynamic model. For such models and for monotonic nonlinearity, the calculation of the desired control signal is the result of the nonlinear optimization procedure with a guaranteed convex search function and consequently with a unique solution.
提出了一种基于神经网络的线性和非线性动态对象自适应反向控制(ABC)方案。与其他基于前馈神经网络的控制方案不同,ABC由一个神经网络组成,该神经网络同时充当植物模型(模拟器)和控制器(模拟器的逆)。对于无噪声的线性对象,在对象阶数和对象模型阶数相等的情况下,所得到的前馈控制器是一种完美的自适应极点-零抵消器。在非线性动态系统中,对于单调非线性,所提出的ABC控制代表非线性预测控制器。ABC方案基于离散非线性(NARMAX)动态模型。对于这类模型和单调非线性,期望控制信号的计算是具有保证凸搜索函数的非线性优化过程的结果,因此具有唯一解。
{"title":"Learning in an adaptive backthrough control structure","authors":"V. Kecman","doi":"10.1109/ICAPP.1997.651527","DOIUrl":"https://doi.org/10.1109/ICAPP.1997.651527","url":null,"abstract":"The paper presents a neural network (NN) based adaptive backthrough control (ABC) scheme for both linear and nonlinear dynamic plants. Unlike other feedforward NN based control schemes the ABC comprises of one neural network which simultaneously acts as both plant model (emulator) and the controller (inverse of the emulator). For linear plants, without noise, the resulting feedforward controller, providing that the order of the plant and plant model are equal, is a perfect adaptive poles-zeros canceller. In the case of a nonlinear dynamic system, and for the monotonic nonlinearity, the proposed ABC control represents the nonlinear predictive controller. The ABC scheme is based on the discrete nonlinear (NARMAX) dynamic model. For such models and for monotonic nonlinearity, the calculation of the desired control signal is the result of the nonlinear optimization procedure with a guaranteed convex search function and consequently with a unique solution.","PeriodicalId":325978,"journal":{"name":"Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing","volume":"41 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120822967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
期刊
Proceedings of 3rd International Conference on Algorithms and Architectures for Parallel Processing
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1