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A time optimization algorithm for scheduling bag-of-task applications in auction-based proportional share systems

A time optimization algorithm for scheduling bag-of-task app...

引用

International Symposium on computer Architecture and High Performance Computing (SBAC-PAD)

作者： A. Sulistio R. Buyya Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Carlton VIC Australia

Grid and peer-to-peer (P2P) network technologies enable aggregation of distributed resources for solving large-scale and computationally-intensive applications. These technologies are well-suited for bag-of-tasks (BoT) applications, because each application consists of many parallel and independent tasks. With multiple users competing for the same resources, the key challenge is to finish a user application within a specified deadline. In this paper, we propose a time optimization algorithm that schedules a user application on auction-based resource allocation systems. These allocation systems, which are based on proportional share, allow users to bid higher in order to gain more resource shares. Therefore, this algorithm adjusts a user bid periodically on these systems in order to finish the application on time.

关键词： Scheduling algorithm Application software Resource management Peer to peer computing Processor scheduling Grid computing computer applications Large-scale systems computer networks Distributed computing

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The use of optimal filters to track parameters of performance models

The use of optimal filters to track parameters of performanc...

引用

International Conference on the Quantitative Evaluation of systems (QEST)

作者： M. Woodside Tao Zheng M. Litoiu Department of Systems and Computer Engineering Carleton University Ottawa Canada Centre for Advanced Studies IBM Toronto Software Laboratory Canada

Autonomic computer systems react to changes in the system, including failures, load changes, and changed user behaviour. Autonomic control may be based on a performance model of the system and the software, which implies that the model should track changes in the system. A substantial theory of optimal tracking filters has a successful history of application to track parameters while integrating data from a variety of sources, an issue which is also relevant in performance modeling. This work applies extended Kalman filtering to track the parameters of a simple queueing network model, in response to a step change in the parameters. The response of the filter is affected by the way performance measurements are taken, and by the observability of the parameters.

关键词： Application software Quality of service Predictive models Monitoring systems engineering and theory software performance software systems Kalman filters Filtering Control systems

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A retraining methodology for enhancing agent intelligence

A retraining methodology for enhancing agent intelligence

引用

International Conference on Integration of Knowledge Intensive Multi-Agent systems (KIMAS)

作者： P.A. Mitkas A.L. Symeonidis I.N. Athanasiadis Intelligent Systems and Software Engineering Laboratory Informatics and Telematics Institute CERTH Thessaloniki Greece Electrical and Computer Engineering Department Aristotle University of Thessaloniki Thessaloniki Greece

Data mining has proven a successful gateway for discovering useful knowledge and for enhancing business intelligence in a range of application fields. Incorporating this knowledge into already deployed applications, though, is highly impractical, since it requires reconfigurable software architectures, as well as human expert consulting. In an attempt to overcome this deficiency, we have developed agent academy, an integrated development framework that supports both design and control of multiagent systems (MAS), as well as agent training. We define agent training as the automated incorporation of logic structures generated through data mining into the agents of the system. The increased flexibility and cooperation primitives of MAS, augmented with the training and retraining capabilities of agent academy, provide a powerful means for the dynamic exploitation of data mining extracted knowledge. In this paper, we present the methodology and tools for agent retraining. Through experimental results with the agent academy platform, we demonstrate how the extracted knowledge can be formulated and how retraining can lead to the improvement - in the long run - of agent intelligence.

关键词： Intelligent agent Delta modulation Data mining Humans Companies Application software software architecture Multiagent systems Reconfigurable logic Collaborative software

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Tracing distributed systems executions using AspectJ

Tracing distributed systems executions using AspectJ

引用

International Conference on software Maintenance (ICSM)

作者： L.C. Briand Y. Labiche J. Leduc Software Quality Engineering Laboratory Systems and Computer Engineering Department Carleton University Ottawa ONT Canada Siemens Corporate Research Inc. Princeton NJ USA

This article addresses the generation of traces to monitor the execution of distributed Java systems, and investigates the use of aspect-oriented programming (AOP) as the instrumentation strategy to get the necessary information at runtime. The overall objective is to gather enough information to help people understand program executions by abstracting out design details related to thread and distributed communications, for instance under the form of UML sequence diagrams. We show how AspectJ, the main Java implementation of AOP, can be used to solve such issues, assuming RMI is the distribution middleware and thread communications employ specific data structures. The most important aspects are discussed and experiments on a case study are reported.

关键词： Instruments Object oriented modeling Unified modeling language Reverse engineering Yarn systems engineering and theory Java Runtime Information retrieval software quality

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Cost-benefit trade-off analysis using BBN for aspect-oriented risk-driven development

Cost-benefit trade-off analysis using BBN for aspect-oriente...

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10th IEEE International Conference on engineering of Complex computer systems, ICECCS 2005

作者： Houmb, Siv Hilde Georg, Geri France, Robert Bieman, James Jürjens, Jan Department of Computer Science Norwegian University of Science and Technology Sem Sælands Vei 7-9 NO-7491 Trondheim Norway Software Assurance Laboratory Department of Computer Science Colorado State University 601 S. Howes St. Fort Collins CO 80523-1873 United States Systems Engineering TU Munich Boltzmannstr. 3 85748 München/Garching Germany

Security critical systems must perform at the required security level, make effective use of available resources, and meet end-users expectations. Balancing these needs, and at the same time fulfilling budget and time-to-market constraints, requires developers to design and evaluate alternative security treatment strategies. In this paper, we present a development framework that utilizes Bayesian Belief Networks (BBN) and Aspect-Oriented Modeling (AOM)for a cost-benefit trade-off analysis of treatment strategies. AOM allows developers to model pervasive security treatments separately from other system functionality. This ease the trade-off by making it possible to swap treatment strategies in and out when computing Return on Security Investments (RoSI). The trade-off analysis is implemented using BBN, and RoSI is computed by estimating a set of variables describing properties of a treatment strategy. RoSI for each treatment strategy is then used as input to choice of design. © 2005 IEEE.

关键词： computer networks

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Analysis of a narrow slot backed by a rectangular cavity using FEKO

Analysis of a narrow slot backed by a rectangular cavity usi...

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IEEE/ACES International Conference on Wireless Communications and Applied Computational Electromagnetics

作者： V. Ramani C.J. Reddy A.Q. Martin EM Software and Systems (USA) Inc. Hampton VA USA Holcombe Department of Electrical and Computer Engineering Elemson University Clemson SC USA

A numerical study of a thin-wire probe inside a slotted rectangular cavity is presented in this work. The results obtained with the 3-D full-wave method of moments based code FEKO is compared to the computations in Ramani, V (2004). The motivation for this study stems from the wide usage of high power RF excitations in electronic systems. Electromagnetic coupling and interference [Christopoulos C. et al., 2001] in electronic devices (computers, sensors, control and communication devices, etc.) is of increasing concern due to the presence of both intentional and un-intentional internal/external electromagnetic sources. After the preliminary comparison of results we introduce a finite conductivity into the walls of the cavity to resemble more practical problems for simulations with FEKO.

关键词： Probes Electromagnetic coupling Apertures Electromagnetic interference Integral equations Moment methods Radio frequency Communication system control Electromagnetic devices Conductivity

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Instrumenting contracts with aspect-oriented programming to increase observability and support debugging

Instrumenting contracts with aspect-oriented programming to ...

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International Conference on software Maintenance (ICSM)

作者： L.C. Briand W.J. Dzidek Y. Labiche Simula Research Laboratory Lysaker Norway Software Quality Engineering Laboratory Systems and Computer Eng. Department Carleton University Ottawa ONT Canada

In this paper we report on how aspect-oriented programming (AOP), using AspectJ, can be employed to automatically and efficiently instrument contracts and invariants in Java. The paper focuses on the templates to instrument preconditions, postconditions, and class invariants, and the necessary instrumentation for compliance-checking to the Liskov substitution principle.

关键词： Instruments Contracts Observability Debugging Java Laboratories software quality systems engineering and theory Automatic programming Law

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A mobile agent system for university course timetabling

A mobile agent system for university course timetabling

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2nd Indian International Conference on Artificial Intelligence, IICAI 2005

作者： Yang, Yan Paranjape, Raman Benedicenti, Luigi Reed, Nancy Electronic and Software Systems Engineering Faculty of Engineering University of Regina Regina SK S4S 0A2 Canada TRLabs Regina University of Regina Regina SK S4S 0A2 Canada Department of Information and Computer Sciences University of Hawai'i Manoa Honolulu HI 96822 United States

ISBN: (纸本)0972741216

A mobile multi-agent system is proposed to create solutions for the university course timetabling problem. It is composed of four kinds of agents: (mobile) Course Agents, and (stationary) Signboard, Publisher and Interface Agents. The key strength of this new approach is to use a fundamental attribute of Agents that of autonomy. This autonomy is manifested in this work in the Course Agent. Each Course Agent in the system is responsible for negotiating with other Course Agents to find satisfactory class resource for the course they represent. This negotiation occurs initially indirectly through a Signboard Asent. A set of rules is used to structure Asent-to-Asent negotiation to find mutually acceptable class resources. The scheduling problem is executed in a natural parallel structure using one Signboard Agent to represent a weekday. The experimental results show that this new approach has merit and can lead to acceptable and flexible solutions to the course timetabling problem. Copyright © IICAI 2005.

关键词： Autonomous agents

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Topic-oriented mining and reasoning

Topic-oriented mining and reasoning

引用

Proceedings of the International Conference on Active Media Technology, AMT

作者： Y. Li N. Zhong Y.Y. Yao School of Software Engineering and Data Communications Queensland University of Technology Brisbane QLD Australia Department of Systems and Information Engineering Maebashi Institute of Technology Japan Department of Computer Science University of Regina Canada

The discovery of the association between terms and a specified topic is a difficult task. A new data mining technique, topic-oriented mining and reasoning, is presented for this task. The technique consists of two threads: pattern mining and pattern reasoning. Pattern mining means the automatic discovery of interesting user topic models. A novel topic structure is presented for this thread. Pattern reasoning means the utilization and maintenance of the interesting user topic models to determine if an input data is relevant to the specified topic. The innovation for this thread is the use of meta-knowledge for the discovered knowledge. In this way the system can trace errors to update inadequate subtopics in the user topic model. The experimental results show that all objectives we expect for the topic-oriented model are achievable.

关键词： Data mining Yarn Technological innovation Web mining Web pages Clustering methods software engineering Data communication Australia Error correction

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An interactive distributed evolutionary algorithm (IDEA) for design

An interactive distributed evolutionary algorithm (IDEA) for...

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IEEE International Conference on systems, Man and Cybernetics

作者： G. Dozier B. Carnahan C. Seals L.-A. Kuntz Ser-Geon Fu Department of Computer Science & Software Engineering Aubum University Auburn AL USA Department of Industrial Systems Engineering Aubum University Auburn AL USA Department of Psychology University of Maine Machias Machias ME USA

Evolutionary computation (EC) has been successfully applied to a wide range of design problems. There has also been an abundant amount of work in applying interactive ECs in the design of displays, robot behavior, bitmaps, etc. In the EC literature, one can also see a number of successful design applications of distributed ECs. However, to date, there has been no research in the area of interactive distributed ECs. In this paper, we present an interactive distributed evolutionary algorithm (IDEA) for the design of simple emoticons. We will discuss two ways that our IDEA is currently being used including the areas of EC education and Human Factors.

关键词： Evolutionary computation Algorithm design and analysis Cascading style sheets Seals Design engineering Robots Human factors IEC standards computer science software engineering

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