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Two dimensional /spl theta/-image encoding using Boltzmann machine

Two dimensional /spl theta/-image encoding using Boltzmann m...

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International Joint Conference on Neural Networks (IJCNN)

作者： Ying Liu Department of Math. and Computer Science Savannah State College Savannah GA USA

A new image transformation, two-dimensional /spl theta/-transformation, is introduced in this paper. The time complexity for a /spl theta/-transformation is very low. Therefore, for a certain class of images, /spl theta/-transformation is a very efficient algorithm for image compression and image indexing. Boltzmann machine can be used to implement a class of /spl theta/-transformation.< >

关键词： Encoding Discrete cosine transforms Image coding Transform coding Educational institutions Indexing Predistortion Eigenvalues and eigenfunctions Gas insulated transmission lines

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Systolic-type implementation of matrix computations based on the Faddeev algorithm

Systolic-type implementation of matrix computations based on...

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International Conference on Massively Parallel Computing Systems

作者： R. Wyrzykowski J.S. Kanevski O.V. Maslennikov Department Math. & Computer Science Technical University of Czestochowa Czestochowa Poland Department Computer Science Kiev Polytechnic Institute Kiev Ukraine

Deals with the problem of enhancing the versatility of VLSI processor arrays without undue addition of hardware, time/control overhead, and software complexity. A promising approach to this problem is based on matrix computations carried out through the Faddeev algorithm. We design a fixed-size, linear array architecture with fully local communications and straightforward control requirements. This high-throughput, systolic-type architecture allows us to minimize both I/O requirements and the number of processing elements performing complicated operations like divisions. To derive the array from a formal description of the Faddeev algorithm based on Gaussian elimination with partial pivoting, we use purposive transformations of the basic dependence graph of the algorithm before its space-time mappings onto array architectures.< >

关键词： Matrices Very large scale integration computer science Hardware computer architecture Communication system control Space technology Application specific processors Pipeline processing Application software

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Scalable heterogeneous programming tools

Scalable heterogeneous programming tools

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1995 Heterogeneous Computing Workshop, HCW 1994

作者： Chen, Song Eshaghian, Mary M. Freund, Richard F. Potter, Jerry L. Wu, Ying-Chieh Department of Computer and Information Science New Jersey Institute of Technology NewarkNJ07102 United States RDT and E Division Naval Command Control and Ocean Surveillance Center San DiegoCA92152 United States Department of Math. and Computer Science Kent State University KentOH44242 United States

ISBN: (纸本)0818655925

In this paper, we study the heterogeneous use of two programming paradigms for heterogeneous computing called Cluster-M and HAsC. Both paradigms can efficiently support heterogeneous networks by preserving a level of abstraction which does not include any architecture mapping details. Furthermore, they are both machine independent and hence are scalable. Unlike, almost all existing heterogeneous orchestration tools which are MIMD based, HAsC is based on the fundamental concepts of SIMD associative computing. HAsC models a heterogeneous network as a coarse grained associative computer and is designed to optimize the execution of problems with large ratios of computations to instructions. Ease of programming and execution speed, not the utilization of idle resources are the primary goals of HAsC. On the other hand, Cluster-M is a generic technique that can be applied to both coarse grained as well as fine grained networks. Cluster-M provides an environment for porting various tasks onto the machines in a heterogeneous suite such that resources utilization is maximized and the overall execution time is minimized. We illustrate how these two paradigms can be used together to provide an efficient medium for heterogeneous programming. Finally, their scalability is discussed. © 1994 IEEE.

关键词： Heterogeneous networks

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Constructing distributed schedulers using the MESSIAHS interface language

Constructing distributed schedulers using the MESSIAHS inter...

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Annual Hawaii International Conference on System sciences (HICSS)

作者： Chapin Spafford Department of Math. & Computer Science Kent University Kent OH USA Department of Computer Sciences Purdue University West Lafayette IN USA

The MESSIAHS project is investigating mechanisms that support task placement in heterogeneous, distributed, autonomous systems. MESSIAHS provides a substrate on which scheduling algorithms can be implemented. These mechanisms were designed to support diverse task placement and load balancing algorithms. As part of this work, we have constructed an interface layer to the underlying mechanisms. This includes the MESSIAHS Interface Language (MIL for constructing distributed schedulers. This paper gives an overview of MESSIAHS, describes a sample interface layer in detail, and gives example implementations of well-known algorithms from the literature built using this layer.< >

关键词： Scheduling Open Systems Interconnection Distributed computing Resource management Software design/development

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Parallelizing a global atmospheric chemical tracer model

Parallelizing a global atmospheric chemical tracer model

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Scalable High Performance Computing Conference

作者： J. Demmel S. Smith Computer Science Division & Math. Department University of California Berkeley CA USA Computer Science Division University of California Berkeley CA USA

We describe the design of a parallel global atmospheric chemical tracer model. This is part of a larger Earth Systems Model (ESM) for atmospheric dynamics and physics, and ocean physics. The ESM will be used for global warming and ozone depletion studies, among others. The goal is to parallelize the chemistry model to run efficiently on current and future parallel architectures, including the Sequoia archival database. We describe the preliminary design, especially the detailed timing model, and some initial validations. We have found a timing modeling very valuable for designing for a large range of architectures.< >

关键词： Chemicals Atmospheric modeling Physics Timing Earth Oceans Global warming Chemistry Parallel architectures Databases

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How does knowledge discovery cooperate with active database techniques controlling dynamic environment? 5th

How does knowledge discovery cooperate with active database ...

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5th International Conference Database and Expert Systems Applications, DEXA 1994

作者： Kawano, Hiroyuki Nishio, Shojiro Han, Jiawei Hasegawa, Toshiharu Department of Applied Math. And Physics Kyoto University Kyoto606-01 Japan Department of Information Systems Engineering Osaka University SuitaOsaka565 Japan School of Computing Science Simon Fraser University BurnabyBCV5A 1S6 Canada

ISBN: (纸本)9783540584353

A dynamic environment, such as a production process, a communication network, highway traffic, etc., may contain a huge amount of information, changing with time, which is a valuable resource for understanding the general behavior of the environment, discovering the regularities and anomalies currently happening in the environment, controlling an evolution process, and intelligent modeling or managing the environment. Unfortunately, the data generated in a dynamic environment are often expressed in low level primitives and in huge volumes. Because of the dynamic, continuous and rapid changes of the information flow, it is difficult to catch the regularities and anomalies in a dynamic environment and react promptly for real-time applications. In this study, a knowledge discovery technique is integrated with data sampling and active database techniques to discover interesting behaviors of a dynamic environment and react intelligently to the environment changes. The discovery of the dynamics in a computer communication network and the application of the discovered knowledge for network management are taken as an example in our study. The study shows (1) data sampling is necessary in the collection of information for regularity analysis and anomaly detection;(2) knowledge discovery is important for generalizing low level data to high-level information and detecting interesting patterns;(3) active database technology is essential for real-time reaction to the changes in a dynamic environment;and (4) an integration of the three technologies forms a powerful tool for control and management of large dynamic environments in many applications. © Springer-Verlag Berlin Heidelberg 1994.

关键词： Database systems

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Several remarks on algebraic entropy

Several remarks on algebraic entropy

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International Symposium on Multiple-Valued Logic

作者： C. Reischer D. Simovici I. Stojmenovic Department of Math. and Comp. Sci. University of Quebec Trois Rivieres QUE Canada Department of Math. and Comp. Science University of Massachusetts Boston Boston USA Computer Science Department University of Ottawa Ottawa ONT Canada

Following our previous results on axiomatization of entropy of finite functions we introduce an axiomatization of the notion of entropy for equivalence relations. Also, we examine entropic properties of several classe... 详细信息

关键词： Entropy computer science Cloning Electronic switching systems Lattices

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Improved techniques for MCM layer assignment

Improved techniques for MCM layer assignment

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IEEE International Conference on computer Design: VLSI in computers and Processors, (ICCD)

作者： M.H. Heydari I.G. Tollis Chunliang Xia Math. and CS Department University of Wisconsin Whitewater Whitewater WI USA Computer Science Department University of Texas Dallas Richardson TX USA

Studies the layer assignment problem of multi-chip modules (MMCs) and presents algorithms for layer assignment of 2-terminal and multiterminal nets. Solutions obtained by our experimental results show a significant reduction in the number of plane-pairs required by our algorithms, in comparison with the previous algorithms. We improve the upper bound for multiterminal nets and show that the solutions obtained by our algorithms are close to the lower bounds.< >

关键词： Tiles Upper bound Multichip modules Costs Wires Nonhomogeneous media Ceramics Thin film circuits Wiring Propagation delay

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On analysis of secure information systems: a case study

On analysis of secure information systems: a case study

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IEEE Annual International computer Software and Applications Conference (COMPSAC)

作者： Qi Shi J.A. McDermid N. Zhang Sch. of Comput. & Math. Liverpool John Moores Univ. UK Department of Computer Science University of York UK

A composable security property of noninterference is applied to carry out a case study of the security analysis of an information system comprising a number of components. We first adopt a different notation to generalise this property for the enforcement of different security requirements. This modified property is then applied to assess the security of the information system. Finally, useful observations derived from this case study are discussed, which can help to develop cost-effective approaches for the design and evaluation of secure systems.< >

关键词： Information analysis Information systems computer aided software engineering Information security math.matics PROM computer science Power system security

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Two-time-scale distributions and singular perturbations

Two-time-scale distributions and singular perturbations

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IEEE Conference on Decision and Control

作者： H.M. Oloomi G.R. Sarhangi M. Najafi Department of Engineering Purdue University Fort Wayne Wayne IN USA Department of Math. Science Southwestern College Winfield KS USA Math Computer Department Emporia State University Emporia KS USA

Two-time scale (TTS) distributions are introduced. For a class of stable systems, it is shown that every TTS distribution has a two-frequency-scale (TFS) Laplace transform. Conversely, it is shown that the impulse response of any stable TFS transfer function, and hence any stable (standard) singularly perturbed system, can be characterized in terms of a stable TTS distribution. A time domain decomposition for TTS distributions is obtained which parallels the slow and fast decompositions of singularly perturbed systems and also the frequency domain decompositions of TFS transfer functions. It is shown that every stable TTS distribution can be decomposed in terms of two simpler distributions represented in two different time scales. A composite distribution is constructed from these two which approximates the TTS distribution arbitrarily closely in the L/sub 1/ norm.< >

关键词： Speech synthesis Transfer functions Frequency domain analysis Laplace equations State-space methods Educational institutions Hydrogen

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