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Aneka: Next-Generation Enterprise Grid Platform for e-Science and e-Business Applications

Aneka: Next-Generation Enterprise Grid Platform for e-Scienc...

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IEEE International Conference on e-Science and Grid Computing

作者： Xingchen Chu Krishna Nadiminti Chao Jin Srikumar Venugopal Rajkumar Buyya Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

In this paper, we present the design of Aneka, a .NET based service-oriented platform for desktop grid computing that provides: (i) a configurable service container hosting pluggable services for discovering, scheduling and balancing various types of workloads and (ii) a flexible and extensible framework/API supporting various programming models including threading, batch processing, MPI and dataflow. Users and developers can easily use different programming models and the services provided by the container to run their applications over desktop Grids managed by Aneka. We present the implementation of both the essential and advanced services within the platform. We evaluate the system with applications using the grid task and dataflow models on top of the infrastructure and conclude with some future directions of the current system.

关键词： Grid computing Object oriented modeling Containers Personal communication networks Application software Processor scheduling Data security Peer to peer computing Authentication Resource management

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Fault Diagnosis of Continuous systems Using Discrete-Event Methods

Fault Diagnosis of Continuous Systems Using Discrete-Event M...

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Proceedings of the 46th IEEE Conference on Decision and Control, Pages 5052-5510

作者： Matthew Daigle Xenofon Koutsoukos Gautam Biswas Institute for Software Integrated Systems Department of Electrical Engineering and Computer Science Vanderbilt University Nashville TN USA

ISBN: (纸本)9781424414970;1424414970

Fault diagnosis is crucial for ensuring the safe operation of complex engineering systems. Although discrete-event diagnosis methods are used extensively, they do not easily apply to parametric fault isolation in systems with complex continuous dynamics. This paper presents a novel discrete-event system diagnosis approach for abrupt parametric faults in continuous systems that is based on a qualitative abstraction of measurement deviations from the nominal behavior. Our approach systematically generates a diagnosis model from bond graphs that is used to analyze system diagnosability and derive the discrete-event diagnoser. The proposed approach is applied to an electrical power system diagnostic testbed.

关键词： continuous systems Fault diagnosis diagnostic model Safe handling bond graphs power systems Parametric fault fault isolation

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Preparing Students for software engineering Research

Preparing Students for Software Engineering Research

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Conference on software engineering Education & Training (CSEE&T)

作者： Ita Richardson Lero-the Irish Software Engineering Research Centre and Department of Computer Science and Information Systems University of Limerick Ireland

Discussions of software engineering education tend to focus on the needs of industry and the preparation of graduates for professional careers. This is understandable, and may even be appropriate, but what about those... 详细信息

关键词： software engineering computer science Information systems Programming Birds Feathers computer science education computer industry engineering profession Mathematics

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A Dynamic Critical Path Algorithm for Scheduling Scientific Workflow Applications on Global Grids

A Dynamic Critical Path Algorithm for Scheduling Scientific ...

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IEEE International Conference on e-Science and Grid Computing

作者： Mustafizur Rahman Srikumar Venugopal Rajkumar Buyya Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

Effective scheduling is a key concern for the execution of performance driven grid applications. In this paper, we propose a dynamic critical path (DCP) based workflow scheduling algorithm that determines efficient mapping of tasks by calculating the critical path in the workflow task graph at every step. It assigns priority to a task in the critical path which is estimated to complete earlier. Using simulation, we have compared the performance of our proposed approach with other existing heuristic and meta-heuristic based scheduling strategies for different type and size of workflows. Our results demonstrate that DCP based approach can generate better schedule for most of the type of workflows irrespective of their size particularly when resource availability changes frequently.

关键词： Heuristic algorithms Scheduling algorithm Dynamic scheduling Processor scheduling Grid computing Application software Availability Electrical capacitance tomography software algorithms Laboratories

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From Limen to Lumen: Computing students in liminal spaces 07

From Limen to Lumen: Computing students in liminal spaces

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3rd International Computing Education Research Workshop, ICER'07

作者： Eckerdal, Anna McCartney, Robert Moström, Jan Erik Sanders, Kate Thomas, Lynda Zander, Carol Department of Information Technology Uppsala University Uppsala Sweden Department of Computer Science and Engineering University of Connecticut Storrs CT United States Department of Computing Science Umeå University 901 87 Umeå Sweden Mathematics and Computer Science Department Rhode Island College Providence RI United States Department of Computer Science University of Wales Aberystwyth Wales Computing and Software Systems University of Washington Bothell Bothell WA United States

ISBN: (纸本)9781595938411

This paper is part of an ongoing series of projects in which we are investigating "threshold concepts": concepts that, among other things, transforms the way a student looks as the discipline and are often troublesome to learn. The word "threshold" might imply that students cross the threshold in a single "aha" moment, but often they seem to take longer. Meyer and Land introduce the term "liminal space" for the transitional period between beginning to learn a concept and fully mastering it. Based on in-depth interviews with graduating seniors, we found that the liminal space can provide a useful metaphor for the concept learning process. In addition to observing the standard features of liminal spaces, we have identified some that may be specific to computing, specifically those relating to levels of abstraction. Copyright 2007 ACM.

关键词： Learning systems

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Product Line Enabled Intelligent Mobile Middleware

Product Line Enabled Intelligent Mobile Middleware

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IEEE International Conference on engineering of Complex computer systems

作者： Weishan Zhang Thomas Kunz Klaus Marius Hansen School of Software Engineering Tongji University Shanghai China Department of Systems Computer Engineering Carleton University Ottawa Canada Computer Science Department University of Aarhus Aarhus N Denmark

Current mobile middleware is designed according to a 'one-size-fits-all' paradigm, which lacks the flexibility for customization and adaptation to different situations, and does not support user-centered application scenarios well. In this paper we describe an ongoing intelligent mobile middleware research project called PLIMM that focuses on user-centered application scenarios. PLIMM is designed based on software product line ideas which make it possible for specialized customization and optimization for different purposes and hardware/software platforms. To enable intelligence, the middleware needs access to a range of context models. We model these contexts with OWL, focusing on user-centered concepts. The basic building block of PLIMM is the enhanced BDI agent where OWL context ontology logic reasoning will add indirect beliefs to the belief sets. Our approach also addresses the handling of ontology evolutions resulting from the timely adaptation of ontology to changes and the consistent propagation of these changes to all related artifacts, using Frame based product line configuration techniques.

关键词： Middleware Ontologies OWL Pervasive computing Mobile computing Application software Context modeling Logic systems engineering and theory computer networks

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Extending GridSim with an architecture for failure detection

Extending GridSim with an architecture for failure detection

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International Conference on Parallel and Distributed systems (ICPADS)

作者： Agustin Caminero Anthony Sulistio Blanca Caminero Carmen Carrion Rajkumar Buyya Department of Computing Systems University of Castilla La Mancha Spain Department of Computer Sc. & Software Engineering University of Melbourne Australia

Grid technologies are emerging as the next generation of distributed computing, allowing the aggregation of resources that are geographically distributed across different locations. However, these resources are independent and managed separately by various organizations with different policies. This will have a major impact to users who submit their jobs to the Grid, as they have to deal with issues such as policy heterogeneity, security and fault tolerance. Moreover, the changes of Grid conditions, such as resources that may become unavailable for a period of time due to maintenance and/or suffer failures, would significantly affect the quality of service (QoS) requirements of users. Therefore, it is essential for users to take into account the effects of resource failures during jobs execution. In this paper, we present our work on introducing resource failures and failure detection into the GridSim simulation toolkit. As we need to conduct repeatable and controlled experiments, it is easier to use simulation as a means of studying complex scenarios. We also give a detailed description of the overall design and a use case scenario demonstrating the conditions of resources varied over time.

关键词： Grid computing Distributed computing Fault tolerance Quality of service Testing Peer to peer computing computer architecture software Resource management Security

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A Denotational Semantic Model for Validating JVML/CLDC Optimizations under Isabelle/HOL

A Denotational Semantic Model for Validating JVML/CLDC Optim...

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International Conference on Quality software

作者： Hamdi Yahyaoui Mourad Debbabi Nadia Tawbi Concordia Institute for Information Systems Engineering Concordia University QUE Canada Electrical and Computer Engineering Department University of Sharjah Sharjah UAE Computer Science and Software Engineering Department Laval University QUE Canada

The main intent of this paper is to present a semantic framework for the validation of JVML/CLDC optimizations. The semantic style of the framework is denotational and rests on an extension of the resource pomsets semantics of Gastin and Mislove [12]. The resource pomsets is a fully abstract semantic model that is based on true concurrency. However, it does not support non-determinism that emerges while interpreting JVML/CLDC programs. In this paper, we present an extension of this model that aims to support unbounded non-determinism. More precisely, we give an overview of the construction of the process space and exhibit its algebraic properties. The elaborated semantics is embedded in the proof assistant Isabelle [28] in order to validate optimizations of JVML/CLDC programs. A case study for the validation of some optimizations of JVML/CLDC programs is also presented. The studied optimizations are: constant propagation and dead assignment elimination.

关键词： Concurrent computing Acceleration Virtual machining Java Dynamic compiler Information systems systems engineering and theory computer science software engineering Runtime

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An agent-based decentralised process management framework for web service composition 2

An agent-based decentralised process management framework fo...

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2nd International Conference on Scalable Information systems, InfoScale 2007

作者： Yan, Jun Pidgeon, Phillip Krishna, Aneesh Yong, Jianming School of Information Systems and Technology University of Wollongong WollongongNSW61 2 4221 5411 Australia School of Computer Science and Software Engineering University of Wollongong WollongongNSW61 2 4221 4043 Australia Department of Information Systems Faculty of Business University of Southern Queensland ToowoombaQLD61 7 46312448 Australia

ISBN: (纸本)9781595937575

Web service composition provision which requires efficient coordination of the execution of component services is a critical issue in service-oriented computing. Nowadays, BPEL4WS, the de facto industry standard for service compositions, is predominantly deployed in a way in which all interactions and intermediate data must go through one server. This centralised management results in problems such as poor performance, impaired reliability, limited scalability, and restricted flexibility. To address these problems, this research proposes an agent-based decentralised process management framework for Web service composition. This framework allows distributed BPEL engines, each of which is represented by a software agent, to manage the execution of relevant sub-processes, and to interact with one another directly to coordinate the execution of the whole process. Such a framework naturally reflects the distributed and dynamic features of the Web services environment and subsequently offers improved coordination support for service composition provision.

关键词： software agents

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A Framework for using Rough Sets and Formal Concept Analysis in Case Based Reasoning

A Framework for using Rough Sets and Formal Concept Analysis...

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IEEE International Conference on Information Reuse and Integration (IRI)

作者： Jirapond Tadrat Veera Boonjing Puntip Pattaraintakorn Software Systems Engineering Laboratory Department of Mathematics and Computer Science King Mongkut''s Institute of Technology Ladkrabang Bangkok Thailand

A significant open problem of case based reasoning system is a construction of better knowledge base. We propose a new framework for constructing alternative knowledge base in case based reasoning system based on rough sets and formal concept analysis. Our framework first applies rough set theory for discovering reduced cases required in a case based reasoning system. We then achieve further hierarchical structure of knowledge base using formal concept analysis. The result is the concept lattice knowledge base embedded to our proposed case based reasoning system. A part of case based reasoning system is developed with an example throughout. We also discuss how our proposed framework can be beneficial for a case based reasoning system.

关键词： Rough sets Problem-solving Knowledge acquisition Mathematics computer science Lattices Data analysis software systems Knowledge engineering systems engineering and theory

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