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computing and data grids for science and engineering

Computing and data grids for science and engineering

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2000 ACM/IEEE Conference on Supercomputing, SC 2000

作者： Johnston, William E. Gannon, Dennis Nitzberg, Bill Tanner, Leigh Ann Thigpen, Bill Woo, Alex National Energy Research Scientific Computing Division Lawrence Berkeley National Laboratory Numerical Aerospace Simulation Division NASA Ames Research Center United States Computer Science Department University of Indiana and NAS NASA Ames United States Veridian Systems PBS Products United States Numerical Aerospace Simulation Division NASA Ames Research Center United States

ISBN: (纸本)0780398025

We use the term "Grid" to refer to a software system that provides uniform and location independent access to geographically and organizationally dispersed, heterogeneous resources that are persistent and supported. While, in general, Grids will provide the infrastructure to support a wide range of services in the scientific environment (e.g. collaboration and remote instrument control) in this paper we focus on services for high performance computing and data handling. We describe the services and architecture of NASA's Information Power Grid ("IPG") - an early example of a large-scale Grid - and some of the issues that have come up in its implementation. © 2000 IEEE.

关键词： Data handling

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computing and data grids for science and engineering 00

Computing and data grids for science and engineering

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Proceedings of the 2000 ACM/IEEE conference on Supercomputing

作者： William E. Johnston Dennis Gannon Bill Nitzberg Leigh Ann Tanner Bill Thigpen Alex Woo National Energy Research Scientific Computing Division Lawrence Berkeley National Laboratory and Numerical Aerospace Simulation Division NASA Ames Research Center Computer Science Department University of Indiana and NAS NASA Ames Veridian Systems PBS Products Numerical Aerospace Simulation Division NASA Ames Research Center

ISBN: (纸本)9780780398023

We use the term "Grid" to refer to a software system that provides uniform and location independent access to geographically and organizationally dispersed, heterogeneous resources which are persistent and supported. While, in general, Grids will provide the infrastructure to support a wide range of services in the scientific environment (e.g. collaboration and remote instrument control) in this paper we focus on services for high performance computing and data handling. We describe the services and architecture of NASA's Information Power Grid ("IPG")-an early example of a large-scale Grid-and some of the issues that have come up in its implementation.

关键词： Grids

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The role of multiple, linear-projection based visualization techniques in RBF-based classification of high dimensional data

The role of multiple, linear-projection based visualization ...

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International Joint Conference on Neural Networks (IJCNN)

作者： A. Agogino J. Ghosh S.J. Perantonis V. Virvilis S. Petridis P.J.G. Lisboa Laboratory for Artificial Neural Systems Department of Electrical and Computer Engineering University of Texas Austin Austin TX USA National Center for Scientific Research Demokritos Institute of Informatics and Telecommunications Athens Greece School of Computing and Mathematical Sciences Liverpool John Moores University Liverpool UK

The paper presents a method for the 3D visualization of the structure of radial basis function networks using traditional and novel methods of dimensionality reduction. This method allows the visualization of basis function characteristics (centers and widths) along with second level weights. To facilitate the interpretation of a wide variety of high dimensional problems, several forms of projections into 20 or 30 spaces can be used interactively. The traditional methods of principal component analysis and Fisher's linear discriminant are used as well as a novel linear projection method.

关键词： Data visualization Radial basis function networks Neural networks World Wide Web Bonding Training data Laboratories Informatics Uniform resource locators Telecommunication computing

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Integrated frameworks for multi-level and multi-formalism modeling 8

Integrated frameworks for multi-level and multi-formalism mo...

引用

8th International Workshop on Petri Nets and Performance Models, PNPM 1999

作者： Sanders, William H. Center for Reliable and High-Performance Computing Coordinated Science Laboratory Department of Electrical and Computer Engineering University of Illinois at Urbana-Champaign UrbanaIL61801 United States

ISBN: (纸本)0769503314

There have been significant advances in methods for specifying and solving models that aim to predict the performance and dependability of computer systems and networks. At the same time, however, there have been dramatic increases in the complexity of the systems whose performance and dependability must be evaluated, and considerable increases in the expectations of analysts that use performance/dependability evaluation tools. This paper briefly reviews the progress that has been made in the development of performance/dependability evaluation tools, and argues that the next important step is the creation of modeling frameworks and software environments that support multi-level, multi-formalism modeling and multiple solution methods within a single integrated framework. In addition, this paper presents an overview of the Mobius project, which aims to provide a modeling framework and software environment that support multiple modeling formalisms, methods for model composition and connection, and a way to integrate multiple analytical/numerical- and simulation-based model solution methods. Finally, it suggests research that must take place to make this aim a reality, and thus facilitate the performance and dependability evaluation of complex computer systems and networks. © 1999 IEEE.

关键词： Complex networks

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Proteus: A flexible infrastructure to implement adaptive fault tolerance in AQuA 7

Proteus: A flexible infrastructure to implement adaptive fau...

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7th IFIP International Working Conference on Dependable computing for Critical Applications, DCCA 1999

作者： Sabnis, Chetan Cukier, Michel Ren, Jennifer Rubel, Paul Sanders, William H. Bakken, David E. Karr, David A. Center for Reliable and High-Performance Computing Coordinated Science Laboratory Department of Electrical and Computer Engineering University of Illinois at Urbana-Champaign UrbanaIL61801 United States BBN Technologies CambridgeMA02138 United States

ISBN: (纸本)0769502849

Building dependable distributed systems from commercial off-the-shelf components is of growing practical importance. For both cost and production reasons, there is interest in approaches and architectures that facilitate building such systems. The AQuA architecture is one such approach;its goal is to provide adaptive fault tolerance to CORBA applications by replicating objects, providing a high-level method for applications to specify their desired dependability, and providing a dependability manager that attempts to reconfigure a system at runtime so that dependability requests are satisfied. This paper describes how dependability is provided in AQuA. In particular it describes Proteus, the part of AQuA that dynamically manages replicated distributed objects to make them dependable. Given a dependability request, Proteus chooses a fault tolerance approach and reconfigures the system to try to meet the request. The infrastructure of Proteus is described in this paper, along with its use in implementing active replication and a simple dependability policy. © 1999 IEEE.

关键词： Fault tolerance

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Building dependable distributed applications using AQUA 4

Building dependable distributed applications using AQUA

引用

4th IEEE International Symposium on High-Assurance systems Engineering, HASE 1999

作者： Ren, Jennifer Cukier, Michel Rubel, Paul Sanders, William H. Bakken, David E. Karr, David A. Center for Reliable and High-Performance Computing Coordinated Science Laboratory Department of Electrical and Computer Engineering University of Illinois at Urbana-Champaign UrbanaIL61801 United States BBN Technologies CambridgeMA02138 United States

ISBN: (纸本)0769504183

Building dependable distributed systems using ad hoc methods is a challenging task. Without proper support, an application programmer must face the daunting requirement of having to provide fault tolerance at the application level, in addition to dealing with the complexities of the distributed application itself. This approach requires a deep knowledge of fault tolerance on the part of the application designer, and has a high implementation cost. What is needed is a systematic approach to providing dependability to distributed applications. Proteus, part of the AQuA architecture, fills this need and provides facilities to make a standard distributed CORBA application dependable, with minimal changes to an application. Furthermore, it permits applications to specify, either directly or via the Quality Objects (QuO) infrastructure, the level of dependability they expect of a remote object, and will attempt to configure the system to achieve the requested dependability level. Our previous papers have focused on the architecture and implementation of Proteus. This paper describes how to construct dependable applications using the AQuA architecture, by describing the interface that a programmer is presented with and the graphical monitoring facilities that it provides. © 2017 IEEE.

关键词： Fault tolerance

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Integrated frameworks for multi-level and multi-formalism modeling

Integrated frameworks for multi-level and multi-formalism mo...

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International Workshop on Petri Nets and Performance Models (PNPM)

作者： W.H. Sanders Center for Reliable and High-Performance Computing Coordinated Science Laboratory and Department of Electrical and Computer Engineering University of Illinois Urbana IL USA

关键词： Hardware Application software Software tools Stochastic processes Petri nets Contracts Satellites Costs Computational modeling Analytical models

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Fault injection based on a partial view of the global state of a distributed system

Fault injection based on a partial view of the global state ...

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reliable Distributed systems

作者： M. Cukier R. Chandra D. Henke J. Pistole W.H. Sanders Center for Reliable and High-Performance Computing Coordinated Science Laboratory and Department of Electrical and Computer Engineering University of Illinois Urbana-Champaign Urbana IL USA

This paper describes the basis for and preliminary implementation of a new fault injector, called Loki, developed specifically for distributed systems. Loki addresses issues related to injecting correlated faults in distributed systems. In Loki, fault injection is performed based on a partial view of the global state of an application. In particular, facilities are provided to pass user-specified state information between nodes to provide a partial view of the global state in order to try to inject complex faults successfully. A post-runtime analysis, using an off-line clock synchronization and a bounding technique, is used to place events and injections on a single global time-line and determine whether the intended faults were properly injected. Finally, observations containing successful fault injections are used to estimate specified dependability measures. In addition to describing the details of our new approach, we present experimental results obtained from a preliminary implementation in order to illustrate Loki's ability to inject complex faults predictably.

关键词： Control systems Contracts Distributed computing Protocols Visualization Performance evaluation Writing

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Cots hardware and software in high-availability systems

Cots hardware and software in high-availability systems

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International Symposium on Fault-Tolerant computing (FTCS)

作者： R.K. Iyer A. Avizienis Center for Reliable & High-Performance Computing Coordinated Science Laboratory University of Illinois Urbana IL USA Computer Science Department University of California Los Angeles CA USA

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Building dependable distributed applications using AQUA

Building dependable distributed applications using AQUA

引用

IEEE International Symposim on High Assurance systems Engineering

作者： J. Ren M. Cukier P. Rubel W.H. Sanders D.E. Bakken D.A. Karr Center for Reliable and High-Performance Computing Coordinated Science Laboratory and Department of Electrical and Computer Engineering University of Illinois Urbana IL USA BBN Technologies GTE Cambridge MA USA

关键词： Electrical capacitance tomography Fault tolerance Buildings Application software Quality of service Contracts Hardware Runtime Object detection Tellurium

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