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A SLA-Oriented Management of Containers for Hosting Stateful Web Services

A SLA-Oriented Management of Containers for Hosting Stateful...

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IEEE International Conference on e-science and Grid computing

作者： Christoph Reich Kris Bubendorfer Matthias Banholzer Rajkumar Buyya Department of Computer Science Hochschule Furtwangen University Germany School of Mathematics Statistics and Computer Science Victoria University of Wellington New Zealand Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

Service-oriented architectures provide integration of interoperability for independent and loosely coupled services. Web services and the associated new standards such as WSRF are frequently used to realise such service-oriented architectures. In such systems, autonomic principles of self-configuration, self-optimisation, self-healing and self- adapting are desirable to ease management and improve robustness. In this paper we focus on the extension of the self management and autonomic behaviour of a WSRF container connected by a structured P2P overlay network to monitor and rectify its QoS to satisfy its SIAs. The SLA plays an important role during two distinct phases in the life-cycle of a WSRF container. Firstly during service deployment when services are assigned to containers in such a way as to minimise the threat of SLA violations, and secondly during maintenance when violations are detected and services are migrated to other containers to preserve QoS. In addition, as the architecture has been designed and built using standardised modern technologies and with high levels of transparency, conventional Web services can be deployed with the addition of a SLA specification.

关键词： Containers Web services Service oriented architecture Quality of service computer science Monitoring Grid computing Conference management engineering management Mathematics

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Developing a computer science-specific learning taxonomy 07

Developing a computer science-specific learning taxonomy

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2007 Working Group Reports on ITiCSE on Innovation and Technology in computer science Education, ITiCSE-WGR 2007

作者： Fuller, Ursula Johnson, Colin G. Ahoniemi, Tuukka Cukierman, Diana Hernán-Losada, Isidoro Jackova, Jana Lahtinen, Essi Lewis, Tracy L. Thompson, Donna McGee Riedesel, Charles Thompson, Errol Computing Laboratory University of Kent CanterburyCT2 7NF United Kingdom Institute of Software Systems Tampere University of Technology Tampere Finland School of Computing Science Simon Fraser University BurnabyBC Canada Department of Lenguajes Y Sistemas Informáticos Universidad Rey Juan Carlos Madrid Spain Faculty of Management Science and Informatics University of Zilina Zilina Slovakia Department of Information Technology Radford University RadfordVA24142 United States Department of Learning Commons Simon Fraser University BurnabyBC Canada Department of Computer Science and Engineering University of Nebraska Lincoln 259 Avery Hall LincolnNE68588-0115 United States Massey University Wellington New Zealand

ISBN: (纸本)9781450378420

Bloom's taxonomy of the cognitive domain and the SOLO taxonomy are being increasingly widely used in the design and assessment of courses, but there are some drawbacks to their use in computer science. This paper reviews the literature on educational taxonomies and their use in computer science education, identifies some of the problems that arise, proposes a new taxonomy and discusses how this can be used in application-oriented courses such as programming.

关键词： Taxonomies

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Comparison of seven approaches for holter ECG clustering and classification

Comparison of seven approaches for holter ECG clustering and...

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29th Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBS 2007), vol.10

作者： Vaclav Chudacek Milan Petrik George Georgoulas Miroslav Cepek Lenka Lhotska Chrysostomos Stylios Gerstner laboratory at Department of Cybernetics Czech Technical University Czech Republic Czech Republic Department of Cybernetics Center for Machine Perception Czech Technical University Czech Republic Intelligent Control Systems Laboratory Georgia Technology Research Institute Atlanta USA Czech Republic Department of Computer Science and Engineering Neural Computing Group Czech Technical University Czech Republic Czech Republic Department of Cybernetics Gerstner Laboratory Czech Technical University Czech Republic Department of Informatics and Communications Technology TEI Epirus Artas Greece

In this work we present a comparative study, testing selected methods for clustering and classification of holter electrocardiogram (ECG). More specifically we focus on the task of discriminating between normal 'N' beats and premature ventricular 'V' beats. Some of the tested methods represent the state of the art in pattern analysis, while others are novel algorithms developed by us. All the algorithms were tested on the same datasets, namely the MIT-BIH and the AHA databases. The results for all the employed methods are compared and evaluated using the measures of sensitivity and specificity.

关键词： Electrocardiography Testing Decision trees Laboratories Cybernetics Sensitivity and specificity Heart rate variability Clustering algorithms Spatial databases Computational complexity

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Message passing over windows-based desktop grids

Message passing over windows-based desktop grids

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4th International Workshop on Middleware for Grid computing (MGC'06) held at the ACM/IFIP/USENIX International Middleware Conference

作者： Queiroz, Carlos Netto, Marco A. S. Buyya, Rajkumar Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

ISBN: (纸本)1595935819

Message Passing is a popular mechanism used to enable inter-process communication in parallel and distributed computing. Many complex scientific and engineering applications that are executed on clusters have been developed based on this communication model. Due to the huge amount of computing power being wasted in desktops, there is an increasing interest in using these computers to execute complex applications. However, most of the current middleware systems are aimed at executing only embarrassingly parallel applications, i.e. with no inter-process communication. Moreover, most existing middleware systems are based on Linux. Nevertheless, it is well-known that the desktop machines in the world are predominantly based on the Windows operating system. Hence, in this work we present the design implementation and evaluation performance of a Windows-based implementation of two message passing models, Message Passing Interface (MPI) and Bulk Synchronous Parallel (BSP), over the Alchemi Grid computing framework. © 2006 ACM.

关键词： Message passing

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A behavior-based architecture for realistic autonomous ship control

A behavior-based architecture for realistic autonomous ship ...

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2006 IEEE Symposium on Computational Intelligence and Games, CIG'06

作者： Olenderski, Adam Nicolescu, Monica Louis, Sushil J. Robotics Research Laboratory Dept. of Computer Science and Engineering University of Nevada Reno United States Evolutionary Computing Systems Lab Dept. of Computer Science and Engineering University of Nevada Reno United States

ISBN: (纸本)1424404649

Game environments provide a good domain for serious simulations such as those used in training Navy conning officers. Currently, a typical training scenario requires multiple personnel to play each of the boats and thus is expensive. We propose an approach to addressing this issue by developing intelligent, autonomous controllers for each boat. Significant challenges toward achieving these goals are the realism of behavior exhibited by the automated boats and their real-time response to change. In this paper we describe a control architecture that enables the real-time response of boats and the repertoire of realistic behaviors we developed for this application. We demonstrate the capabilities of our system with experimental results.

关键词： Personnel training

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Managing risk of inaccurate runtime estimates for deadline constrained job admission control in clusters

Managing risk of inaccurate runtime estimates for deadline c...

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ICPP 2006: 2006 International Conference on Parallel Processing

作者： Yeo, Chee Shin Buyya, Rajkumar Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne Vic. 3010 Australia

ISBN: (纸本)0769526365

The advent of service-oriented Grid computing has resulted in the need for Grid resources such as clusters to enforce user-specific service needs and expectations. Service Level Agreements (SLAs) define conditions which a cluster needs to fulfill for various jobs. An example of SLA requirement is the deadline by which a job has to be completed. In addition, these clusters implement job admission control so that overall service performance does not deteriorate due to accepting exceeding amount of jobs. However, their effectiveness is highly dependent on accurate runtime estimates of jobs. This paper thus examines the adverse impact of inaccurate runtime estimates for deadline constrained job admission control in clusters using the Earliest Deadline First (EDF) strategy and a deadline-based proportional processor share strategy called Libra. Simulation results show that an enhancement called LibraRisk can manage the risk of inaccurate runtime estimates better than EDF and Libra by considering the risk of deadline delay. © 2006 IEEE.

关键词： Access control

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Customizing aspect-oriented variabilities using generative techniques

Customizing aspect-oriented variabilities using generative t...

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18th International Conference on Software engineering and Knowledge engineering, SEKE 2006

作者： Kulesza, Uirá Lucena, Carlos Alencar, Paulo Garcia, Alessandro Software Engineering Laboratory Computer Science Department PUC-Rio Brazil Computer Systems Group Computer Science Department University of Waterloo Canada Computing Department InfoLab 21 Lancaster University United Kingdom

ISBN: (纸本)9781627486606

With the emergence of aspect-oriented (AO) techniques, crosscutting concerns can be now explicitly modularized and exposed as additional variabilities in program families Hence, the development of highly customizable software family architectures requires the explicit handling of crosscutting variabilities through domain engineering and application engineering steps In this context, this paper presents a generative model that addresses the implementation and instantiation of variabilities encountered in AO software family architectures The use of our model allows for an early specification and preparation of AO variabilities, which in turn can be explicitly customized by means of domain engineering activities All the variabilities of the architecture are modeled using feature models In application engineering, developers can request an instance of the AO architecture in a process of two stages: (i) the definition of a feature model instance which specifies the resolution of variabilities for the AO family architecture;and (ii) the definition of a set of crosscutting relationships between features.

关键词： Software engineering

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Towards the Co-Evolution of Influence Map Tree Based Strategy Game Players

Towards the Co-Evolution of Influence Map Tree Based Strateg...

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IEEE Symposium on Computational Intelligence and Games, CIG

作者： Chris Miles Sushil J. Louis Evolutionary Computing Systems Laboratory Department of Computer Science and Engineering University of Nevada Reno USA

We investigate the use of genetic algorithms to play real-time computer strategy games. To overcome the knowledge acquisition bottleneck found in using traditional expert systems, scripts, or decision trees we use genetic algorithms to evolve game players. The spatial decision makers in our game players use influence maps as a basic building block from which they construct and evolve trees containing complex game playing strategies. Information from influence map trees is combined with that from an A* pathfinder, and used by another genetic algorithm to solve the allocation problems present within many game decisions. As a first step towards evolving strategic players we develop this system in the context of a tactical game. Results show the co-evolution of coordinated attacking and defending strategies superior to their hand-coded counterparts

关键词： Game theory Genetic algorithms Resource management computer science Genetic engineering Humans Earth computer architecture Decision making Real time systems

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Composition of a DIDS by integrating heterogeneous IDSs on grids

Composition of a DIDS by integrating heterogeneous IDSs on g...

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4th International Workshop on Middleware for Grid computing (MGC'06) held at the ACM/IFIP/USENIX International Middleware Conference

作者： Silva, Paulo F. Westphall, Carlos B. Westphall, Carla M. Assunçao, Marcos D. Network and Management Laboratory Department of Computer Science and Statistics Federal University of Santa Catarina Florianópolis Brazil Department of Computer Science and Software Engineering Grid Computing and Distributed Systems Laboratory University of Melbourne Vic. 3053 Australia

This paper considers the composition of a DIDS (Distributed Intrusion Detection System) by integrating heterogeneous IDSs (Intrusion Detection systems). A Grid middleware is used for this integration. In addition, an ... 详细信息

ISBN: (纸本)1595935819

关键词： Grid computing

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Resident participating GIS-based tsunami disaster control systems for local communities

Resident participating GIS-based tsunami disaster control sy...

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International Symposium on Communications and Information Technologies

作者： Muramoto, Takashi Nakayama, Ken Kobayashi, Yoshitake Maekawa, Mamoru Faculty of Business Hachinohe University Aomori Japan Department of Information Systems Design Graduate School of Information Systems University of Electro-Communications Tokyo Japan Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

ISBN: (纸本)9780780397408

We propose and experiment a Social Networking Service (SNS) for local communities for tsunami disaster control. It is an easy-to-use GIS-based system with powerful GIS analysis capabilities. One of the features of the system is resident participation. The GIS layer structure proposed in this paper nicely supports this user participation. The system architecture and the use of the system for tsunami disaster control are discussed. We report ongoing developments in Hachinohe-City, Japan.

关键词： GIS tsunami disaster control internet application system design

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