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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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Model-Driven Simulation of Grid Scheduling Strategies

Model-Driven Simulation of Grid Scheduling Strategies

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IEEE International Conference on e-science and Grid Computing

作者： Hui Li Rajkumar Buyya Leiden Institute of Advanced Computer Science (LIACS) Leiden University Leiden Netherlands Grid Computing and Distributed Systems Laboratory Department of CSSE University of Melbourne VIC Australia

Simulation studies of grid scheduling strategies require representative workloads to produce dependable results. Real production grid workloads have shown diverse correlation structures and scaling behavior, which are different than the characteristics of the available supercomputer workloads and cannot be captured by Poisson or simple distribution-based models. We present models that are able to reproduce various correlation structures, including pseudo-periodicity and long range dependence. By conducting model-driven simulation, we quantitatively evaluate the performance impacts of workload correlations in grid scheduling. The results indicate that autocorrelations in workloads result in worse system performance, both at the local and the grid level. It is shown that realistic workload modeling is not only possible, but also necessary to enable dependable grid scheduling studies.

关键词： Processor scheduling Autocorrelation Grid computing Computational modeling computer simulation Supercomputers Degradation computer science Laboratories Production

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The MPEG-7 query format: a new standard in progress for multimedia query by content

The MPEG-7 query format: a new standard in progress for mult...

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International Symposium on Communications and Information Technologies (ISCIT)

作者： Kevin Adistambha Mario Doeller Ruben Tous Matthias Gruhne Masanori Sano Chrisa Tsinaraki Stavros Christodoulakis Kyoungro Yoon Christian H. Ritz Ian S. Burnett School of Electrical Computer and Telecommunications Engineering University of Wollongong Australia Department Distributed Information Technology University of Passau Passau Germany Dpt. d'Arquitectura de Computadors Universitat Poliltècnica de Catalunya Barcelona Spain Department Metadata Fraunhofer IDMT Germany NHK Science and Technology Research Laboratories Japan Laboratory of Distributed Multimedia Information Systems & Applications Technical University of Crete Greece School of Computer Science and Engineering Konkuk University Seoul South Korea

In recent years, the amount of Internet accessible digital audiovisual media files has vastly increased. Therefore the need to describe the media (by way of metadata) has also increased significantly. MPEG-7 (finalized in 2001) provides a comprehensive and rich metadata standard for the description of multimedia content. Unfortunately, a standardized query format does not exist for MPEG-7, or other multimedia metadata. Such a standard would provide for communications between querying clients and databases, supporting cross-modal and cross-media retrieval. The lSO/lEC SC29WG11 committee decided therefore to contribute to this application space by adding such functionality as a new part of the MPEG-7 series of standards. In response to a Call for Proposals, six proposals were submitted. This paper describes the strengths of each proposal as well as the resulting draft standard for the MPEG-7 query format.

关键词： MPEG 7 Standard Multimedia databases Electronic mail Proposals Database languages Multimedia systems Telecommunication computing Identity-based encryption ISO IEC

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On Simulations in MAS Development Deriving Stochastic Models from Agent Implementations to Examine Self - Organizing Dynamics

On Simulations in MAS Development Deriving Stochastic Models...

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ITG/GI-Fachtagung, Kommunikation in Verteilten Systemen

作者： Jan Sudeikat Wolfgang Renz Distributed Systems and Information Systems Computer Science Department University of Hamburg Vogt-Kölln-Str. 30 22527 Germany Multimedia Systems Laboratory Department of Information and Electrical Engineering Hamburg University of Applied Sciences Berliner Tor 7 20099 Germany

The decomposition of a software system into a set of autonomous entities (agents) is a promising modeling approach to today's distributed applications. Agent interplay in these sets of agents, so-called Multi-agent systems (MAS), enables the rise of complex, i. e. self-organizing and emergent system dynamics. Engineers revise agent implementations and face the challenge to comprehend, validate and finally predict the resulting system-level behaviors. In this paper we discuss the usage of simulation models to assist engineers in examining MAS dynamics. Particularly, we show how stochastic transition systems can be inferred from agent implementations. The resulting models allow engineers to explore the stochastic processes that may underlay agent designs, facilitating both system design and validation as well as system optimization. We present tool support to assist model derivation from MAS implementations, following the established BDI agent architecture and exemplify its usage in a case study.

关键词： Mathematical model Equations Biological system modeling Markov processes Calculus Algebra

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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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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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LCG-2 resource broker support in P-GRADE portal

LCG-2 resource broker support in P-GRADE portal

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MIPRO 2006 - 29th International Convention: Microelectronics, Electronics and Electronic Technologies, MEET, Hypermedia and Grid systems HGS

作者： Tóth, Adrián Kacsuk, Peter Department of Information Science University of Miskolc H-3515 Miskolc Egyetemváros Hungary MTA SZTAKI Laboratory of Parallel and Distributed Systems P.O. Box 63 H-1518 Budapest Hungary

ISBN: (纸本)9532330186

The P-GRADE portal is a workflow-oriented Grid portal that originally served Globus-2 Grids. The Portal introduced an easy-to-use workflow-centric interface on top of the job oriented Globus systems. Because Globus does not contain any resource broker, users of the P-GRADE Portal had to map workflow components onto physical resources manually. However, just recently, most of the production Grids have moved from pure Globus middleware to more advanced solutions that include broker services as well. This tendency is clearly amplified by the emergence of LCG-2 middleware, the results of EGEE, the biggest Grid project of the World. The paper describes the broker-enabled version of the P-GRADE Portal. This portal version is capable to submit workflow components into LCG2 based Grids using the Resource Broker service. This support makes the usage of production Grids significantly easier since end-users are relived from the complicated task of resource selection. © 2006 by MIPRO All rights reserved.

关键词： Middleware

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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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Multi-modal biometric recognition

Multi-modal biometric recognition

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International Conference on computer science and Its Applications, CIIA 2006

作者： Adjoudj, Réda Boukelif, Aoued Evolutionary Engineering and Distributed Information Systems Laboratory EEDIS Computer Science Department University of Sidi Bel-Abbès Algeria Digital Signal Processing Laboratory DSP Electronic Department University of Sidi Bel-Abbès Algeria

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