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Adaptive cluster computing using JavaSpaces

Adaptive cluster computing using JavaSpaces

引用

Annual IEEE Symposium on Foundations of computer Science

作者： J. Batheja M. Parashar The Applied Software Systems Laboratory Department of Electrical and Computer Engineering Rutgers University Piscataway NJ USA

We present the design, implementation and evaluation of a framework that uses JavaSpaces [1] to support this type of opportunistic adaptive parallel/distributed computing over networked clusters in a non-intrusive manner. The framework targets applications exhibiting coarse-grained parallelism and has three key features: (1) portability across heterogeneous platforms, (2) minimal configuration overheads for participating nodes, and (3) automated system state monitoring (using SNMP) to ensure nonintrusive behavior. Experimental results presented in this paper demonstrate that for applications that can be broken into coarse-grained, relatively independent tasks, the opportunistic adaptive parallel computing framework can provide performance gains. Furthermore, the results indicate that monitoring and reacting to the current system state minimizes the intrusiveness of the framework.

关键词： Java Parallel processing Concurrent computing Distributed computing Application software software systems Resource management Laboratories engineering profession computerized monitoring

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Middleware support for global access to integrated computational collaboratories

Middleware support for global access to integrated computati...

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International Symposium on High Performance Distributed Computing

作者： V. Mann M. Parashar The Applied Software Systems Laboratory Department of Electrical and Computer Engineering Rutgers University Piscataway NJ USA

The growth of the Internet and the advent of the computational "Grid" have made it possible to develop and deploy advanced computational collaboratories. These systems build on high-end computational resources and communication technologies underlying the Grid, and provide seamless and collaborative access to particular resources, services or applications. Integrating these "focused" collaboratories presents significant challenges. Key among these is the design and development of robust middleware support that addresses scalability, service discovery, security and access control, and interaction and collaboration management for consistent access. The authors first investigate the architecture of such a middleware that enables global (Web-based) access to collaboratories. They then present the design and implementation of a middleware substrate that enables a peer-to-peer integration of and global (collaborative) access to geographically distributed instances of the DISCOVER computational collaboratory for interaction and steering.

关键词： Middleware Grid computing International collaboration Peer to peer computing Internet Communications technology Robust control Scalability Communication system security Access control

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Design and implementation of a CORBA commodity grid kit 2nd

引用

2nd International Workshop on Grid Computing, GRID 2001

作者： Vema, Snigdha Parashart, Manish Gawor, Jarek von Laszewski, Gregor The Applied Software Systems Laboratory Department of Electrical and Computer Engineering Rutgers University 94 Brett Road PiscatawayNJ08854-8058 United States Mathematics and Computer Science Division Argonne National Laboratory 9700 S. Cass Ave ArgonneIl60440 United States

ISBN: (纸本)3540429492

This paper reports on an ongoing research project aimed at designing and deploying a COMA Commodity Grid (COG) Kit. The overall goal of this project is to explore how commodity distributed computing technologies and state-of-the-art software engineering practices can be used for the development of advanced Grid applications. As part of this activity, we are investigating how CORBA can be integrated with the existing Grid infrastructure. In this paper, we present the design of a CORBA Commodity Grid Kit that provides a software development framework for building a CORBA "Grid domain." We then present our experiences in developing a prototype CORBA COG Kit that supports the development and deployment of CORBA applications on the Grid by providing them access to the Grid services provided by the Globus toolkit. © Springer-Verlag Berlin Heidelberg 2001.

关键词： Common object request broker architecture (CORBA)

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DSP application in e-commerce security

DSP application in e-commerce security

引用

International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

作者： Jiankun Hu Ziping Xi A. Jennings H.Y.J. Lee D. Wahyudi Software & Networks Discipline School of Electrical and Computer Systems Engineering Royal Melbourne Institute of Technology University Melbourne Australia

This is a case study on using a DSP board to construct an encryption/decryption module embedded in a e-commerce Web server. The idea of using DSP is to push beyond the key length limits of encryption/decryption algorithms and computational power in a software environment while avoiding the heavy investment in a dedicated hardware encryptor/encryptor. The low cost, high computational power, high flexibility of DSP and the ubiquitous availability of a PC peripheral component interconnect slot for the DSP can provide any Web browser or Web server an excellent cost-effective option to improve the security level of Internet applications. The paper provides a step-by-step procedure and reveals every detail of a successful implementation of a DSP RSA encryptor/decryptor for an e-commerce Web server by using the latest TMS320C6000/sup TM/ Evaluation Module (EVM) DSP hardware. A strong prime concept and Garner algorithm are introduced to generate more secure keys and compute encryption/decryption more efficiently than that of recent publications. Experiments show that the performance of using DSP hardware encryption can be 300 times faster than that in software environment.

关键词： Digital signal processing Security Cryptography Web server Hardware Pervasive computing Application software software algorithms Investments Computational efficiency

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Middleware for reactive components: An integrated use of context, roles, and event based coordination

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IFIP/ACM International Conference on Distributed systems Platforms, Middleware 2001

作者： Rakotonirainy, Andry Indulska, Jaga Loke, Seng Wai Zaslavsky, Arkady CRC for Distributed Systems Technology Level 7 General Purpose University of Queensland 4072 Australia School of Computer Science and Electrical Engineering The University of Queensland 4072 Australia School of Computer Science and Information Technology RMIT University GPO Box 2476V MelbourneVIC3001 Australia School of Computer Science and Software Engineering Monash University CaulfieldVIC3145 Australia

ISBN: (纸本)3540428003

The proliferation of mobile devices and new software creates a need for computing environments that are able to react to environmental (context) changes. To date insufficient attention has been paid to the issues of defining an integrated component-based environment which is able to describe complex computational context and handle different types of adaptation for a variety of new and existing pervasive enterprise applications. In this paper a run-time environment for pervasive enterprise systems is proposed. The associated architecture uses a component based modelling paradigm, and is held together by an event-based mechanism which provides significant flexibility in dynamic system configuration and adaptation. The approach used to describe and manage context information captures descriptions of complex user, device and application context including enterprise roles and role policies. In addition, the coordination language used to coordinate components of the architecture that manage context, adaptation and policy provides the flexibility needed in pervasive computing applications supporting dynamic reconfiguration and a variety of communication paradigms. © Springer-Verlag Berlin Heidelberg 2001.

关键词： Middleware

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Active resource management for the differentiated services environment

Active resource management for the differentiated services e...

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International Workshop on Active Middleware Services

作者： A. Ramanathan M. Parashar The Applied Software Systems Laboratory Department of Electrical and Computer Engineering State University of New Jersey Rutgers Piscataway NJ USA

ISBN: (纸本)0769515282

This paper presents a mechanism for active resource management (ARM) in a differentiated services environment.. While the differentiated services architecture and the bandwidth broker agent provide a mechanism for QoS management through resource reservation, this mechanism is based on a static provisioning of resources. As bandwidth requirements are typically dynamic, such a static reservation approach can either lead to wasted bandwidth or leave applications resource-starved. The active resource management approach presented in this paper addresses this problem by dynamically, reallocating resources based on current network state and applications requirements. An implementation and evaluation of ARM using the NS-2 simulation toolkit is also presented.

关键词： Resource management Bandwidth Quality of service Telecommunication traffic Internet software systems Laboratories computer architecture Time factors Protocols

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Resource allocation for handling two QoS classes at a generic radio cell

Resource allocation for handling two QoS classes at a generi...

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IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM)

作者： M. Cheung J.W. Mark Communications Software Group Cisco Systems Inc. San Jose CA USA Department of Electrical & Computer Engineering University of Waterloo Waterloo ONT Canada

Resource allocation plays an important role in call admission control (CAC). In a wireless environment where resource is scarce, an efficient resource allocation scheme is of critical importance. A movable boundary (NO) resource allocation scheme for handling real-time (RT) and non-real-time (NRT) traffic at the base station is proposed. Numerical results show that this scheme reduces the resource requirement and increases the utilization of NRT traffic significantly while maintaining the service performance of RT traffic.

关键词： Resource management Base stations Time division multiplexing Channel allocation systems engineering and theory Call admission control Communication system traffic control computer networks Communication networks Knowledge engineering

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Fault-tolerant FFT data compression

Fault-tolerant FFT data compression

引用

Pacific Rim International Symposium on Dependable Computing

作者： G.R. Redinbo R. Manomohan Department of Electrical and Computer Engineering University of California Davis CA USA Internet Software Systems Hewlett Packard Cupertino CA USA

Transform coefficients carry important data characteristics but can also be compressed significantly in many remote sensing applications. Failures in the several computing facilities that execute lossy compression algorithms and support the transmission of Fourier transform data can corrupt the values beyond recovery at the final destination. Various methods for including fault tolerance at the data processing level are exemplified by describing a protected system that computes the FFT, truncates small coefficients and compresses the remaining nonzero coefficients using lossless arithmetic coding. Algorithmic checks within the FFT and arithmetic encoding and decoding operations are augmented with additional features between and across several subsystems involved in compressing and transmitting the FFT data. End-to-end error detection is achieved in this manner.

关键词： Fault tolerance Data compression Arithmetic Remote sensing Propagation losses Compression algorithms Fourier transforms Fault tolerant systems Data processing Protection

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Application challenges: System health management for complex systems

Application challenges: System health management for complex...

引用

IEEE International Parallel and Distributed Processing Symposium, IPDPS 2000

作者： Hadden, George D. Bergstrom, Peter Samad, Tariq Bennett, Bonnie Holte Vachtsevanos, George J. Van Dyke, Joe Honeywell Technology Center 3660 Technology Drive MinneapolisMN55418 United States Knowledge Partners of Minnesota Inc 9 Salem Lane Suite 100 St. PaulMN55118-4700 United States The Georgia Institute of Technology School of Electrical and Computer Engineering AtlantaGA30332-0250 United States Systems Analysis and Software Engineering 253 Winslow Way West Bainbridge IslandWA98110 United States

ISBN: (纸本)354067442X

System Health Management (SHM) is an example of the types of challenging applications facing embedding high-performance computing environments. SHM systems monitor real-time sensors to determine system health and performance. Performance, economics, and safety are all at stake in SHM, and the emphasis on health management technology is motivated by all these considerations. This paper describes a project focusing on condition-based maintenance (CBM) for naval ships. Condition-based maintenance refers to the identification of maintenance needs based on current operational conditions. In this project, system architectures and diagnostic and prognostic algorithms are being developed that can efficiently undertake real-time data analysis from appropriately instrumented machinery aboard naval ships and, based on the analysis, provide feedback to human users regarding the state of the machinery – such as its expected time to failure, the criticality of the equipment for current operation. © Springer-Verlag Berlin Heidelberg 2000.

关键词： Machinery

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Shipboard machinery diagnostics and prognostics/condition based maintenance: a progress report

Shipboard machinery diagnostics and prognostics/condition ba...

引用

IEEE Conference on Aerospace

作者： G.D. Hadden P. Bergstrom G. Vachtsevanos B.H. Bennett J. Van Dyke Honeywell Technology Center Minneapolis MN USA School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA USA Knowledge Partners of Minnesota Saint Paul MN USA Systems Analysis and Software Engineering Bainbridge WA USA

Developed a distributed shipboard system to perform diagnostics and prognostics on mechanical equipment (e.g. engines, generators, and chilled water systems) for the Office of Naval Research (ONR). This Condition Based Maintenance (CBM) system (called MPROS for Machinery Prognostics/Diagnostics System) consists of MEMS and conventional sensors on the machinery, local intelligent signal processing devices (called "Data Concentrators"), and a centrally located subsystem (called the PDME for Prognostics, Diagnostics, Monitoring Engine) which is designed so that it can run under shipboard monitoring systems such as ICAS (Integrated Condition Assessment System). MPROS includes and augments periodic vibration analysis by collecting data continuously from vibration and other sensors, including temperature, pressure, current, voltage, and so on. These data streams are integrated as necessary in the Data Concentrators (data fusion). A second level of integration (knowledge fusion) occurs in the PDME. At this level, the conclusions of different diagnostic and prognostic reasoning mechanisms are fused to yield the best possible analysis. In this paper, we discuss recent progress in design and implementation of the software and hardware required to support our system.

关键词： Machinery Engines Intelligent sensors Condition monitoring Vibrations Temperature sensors Micromechanical devices Mechanical sensors Sensor systems Machine intelligence

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