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High-Performance Cloud Computing: A View of Scientific Applications

High-Performance Cloud Computing: A View of Scientific Appli...

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International Symposium on Parallel Architectures, Algorithms and Networks (ISPAN)

作者： Christian Vecchiola Suraj Pandey Rajkumar Buyya Cloud computing and Distributed Systems (CLOUDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

Scientific computing often requires the availability of a massive number of computers for performing large scale experiments. Traditionally, these needs have been addressed by using high-performance computing solutions and installed facilities such as clusters and super computers, which are difficult to setup, maintain, and operate. Cloud computing provides scientists with a completely new model of utilizing the computing infrastructure. Compute resources, storage resources, as well as applications, can be dynamically provisioned (and integrated within the existing infrastructure) on a pay per use basis. These resources can be released when they are no more needed. Such services are often offered within the context of a service level agreement (SLA), which ensure the desired quality of service (QoS). Aneka, an enterprise cloud computing solution, harnesses the power of compute resources by relying on private and public clouds and delivers to users the desired QoS. Its flexible and service based infrastructure supports multiple programming paradigms that make Aneka address a variety of different scenarios: from finance applications to computational science. As examples of scientific computing in the cloud, we present a preliminary case study on using Aneka for the classification of gene expression data and the execution of fMRI brain imaging workflow.

关键词： Cloud computing Quality of service Application software Scientific computing Availability Large-scale systems Context-aware services Finance computer applications Gene expression

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A Heuristic Approach for Capacity Control in Clouds

A Heuristic Approach for Capacity Control in Clouds

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IEEE International Conference on E-Commerce Technology Workshops

作者： Arun Anandasivam Stefan Buschek Rajkumar Buyya Institute for Information Systems and Management University of Karlsruhe Germany Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

ISBN: (纸本)9781424446469;9780769537559

Cloud resource providers in a market face dynamic and unpredictable consumer behavior. The way, how prices are set in a dynamic environment, can influence the demand behavior of price sensitive customers. A cloud resource provider has to decide on how to allocate his scarce resources in order to maximize his profit. The application of bid price control for evaluating incoming service requests is a common approach for capacity control in network revenue management. In this paper we introduce a customized version of the concept of self-adjusting bid prices and apply it to the area of cloud computing. Furthermore, we perform a simulation in order to test the efficiency of the proposed model.

关键词： Resource management Cloud computing Grid computing Consumer behavior Computational modeling Business distributed computing Control systems Management information systems Conference management

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Towards integration of uncertain sensor data into context-awareworkflows

Towards integration of uncertain sensor data into context-aw...

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39th Jahrestagung der Gesellschaft fur Informatik e.V. (GI): Im Focus das Leben, INFORMATIK 2009

作者： Wieland, Matthias Käppeler, Uwe-Philipp Levi, Paul Leymann, Frank Nicklas, Daniela Institute of Architecture of Application Systems Universtät Stuttgart Universitätsstraße 38 70569 Stuttgart Germany Institute of Parallel and Distributed Systems Universität Stuttgart Universitätsstraße 38 70569 Stuttgart Germany Department of Computer Science Carl von Ossietzky Universität Oldenburg Escherweg 2 26121 Oldenburg Germany

ISBN: (纸本)9783885792482

The integration and usage of uncertain sensor data in workflows is a difficult problem. In this paper we describe these difficulties which result from the combination of very distinct areas. On the one hand, applications from area of measurement engineering manage sensors that capture data and annotate the data with technical meta data. On the other hand, context-aware workflows from the BPM area place high level requirements for the quality of context data that is derived from the sensor data. Between those two areas exists a gap that has to be closed by a context management and mediation system, supporting the handling of Quality of Context (QoC). To achieve this the paper presents an QoC aware architecture based on an extension of the existing Nexus Platform and a first approach for matching the workflow requirements with the sensor annotations.

关键词： Data integration

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Resource manager with multi-core support for parallel desktop

Resource manager with multi-core support for parallel deskto...

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IEEE International Conference on Cluster Computing

作者： Jose R. Garcia Josep Ll. Lerida Porfidio Hernandez Computer Science and Operating Systems Department Universitat Autónoma de Barcelona Barcelona Spain Department of Computer Science and Industrial Engineering Universitat of Lleida Lleida Spain

Due to the fall in the price of multicore processors, today's non-dedicated clusters tend to include this kind of hardware in their configurations. However, most current resource managers and job schedulers are optimized with the aim of maximizing the throughput in single-core environments. Additionally, job schedulers balance thread loads without considering such aspects as cache affinity, resource contention or other additional criteria. In the same way, general purpose operating System schedulers will support requirements like the coexistence of soft-real time, best effort or interactive applications are open questions that need to be addressed carefully. For these reasons, new user interfaces, middlewares, and environments that can fill the gap between the user and the new processor architectures are needed. Our CISNE environment has been extended to take into account issues discussed earlier: the mixture of different types of applications considering the multicore features of current desktop environments.

关键词： Resource management Processor scheduling Multicore processing Hardware Environmental management Throughput Yarn operating systems User interfaces Middleware

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P systems and Context-free 2D Picture Languages

P Systems and Context-free 2D Picture Languages

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2009 Fourth International Conference on Bio-Inspired Computing:Theories and Applications(BIC-TA2009)

作者： K.G.Subramanian See Keong Lee Atulya K.Nagar School of Mathematical Sciences Universiti Sains Malaysia Intelligent and Distributed Systems Laboratory Department of Computer ScienceLiverpool Hope University

In membrane computing,P system has proved to be a rich framework for handling a variety of problems arising in different *** this note we examine an array-rewriting P system for rectangular picture array *** system makes use of Pure 2D context-free grammar rules in its *** obtain certain comparison results that bring out the suitability of this P system model in increasing the generative power of picture generation.

关键词： P systems and Context-free 2D Picture Languages Context

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A utility model for peering of multi-provider content delivery services

A utility model for peering of multi-provider content delive...

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Conference on Local computer Networks (LCN)

作者： Mukaddim Pathan Rajkumar Buyya Grid Computing and Distributed Systems GRIDS Laboratory Department of Computer Science and Software Engineering University of Melbourne Parkville VIC Australia

Peering of Content Delivery Networks (CDNs) allow providers to rapidly scale-out to meet both flash crowds and anticipated increases in demand. Recent trends foster the need for a utility model for content delivery services to provide transparency, high availability, reduced investment cost, and improved content delivery performance. Analysis of prior work reveals only a modest progress in evaluating the utility for peering CDNs. In this paper, we introduce a utility model and measure the content-serving ability of the peering CDNs system. Our model assists in providing a customer view of the system's health for different traffic types. Our model also captures the traffic activities in the system and helps to reveal the true propensities of participating CDNs to cooperate in peering. Through extensive simulations we unveil many interesting observations on how the utility of the peering CDNs system is varied for different system parameters and provide incentives for their exploitation in the system design.

关键词： Costs Traffic control Investments Web server computer networks Grid computing Laboratories computer science Software engineering Availability

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Obfuscated malicious javascript detection using classification techniques

Obfuscated malicious javascript detection using classificati...

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International Conference on Malicious and Unwanted Software (MALWARE)

作者： Peter Likarish Eunjin Jung Insoon Jo Department of Computer Science University of Iowa Iowa IA USA Distributed Computing Systems Laboratory School of Computer Science and Engineering Seoul National University South Korea

As the World Wide Web expands and more users join, it becomes an increasingly attractive means of distributing malware. Malicious javascript frequently serves as the initial infection vector for malware. We train several classifiers to detect malicious javascript and evaluate their performance. We propose features focused on detecting obfuscation, a common technique to bypass traditional malware detectors. As the classifiers show a high detection rate and a low false alarm rate, we propose several uses for the classifiers, including selectively suppressing potentially malicious javascript based on the classifier's recommendations, achieving a compromise between usability and security.

关键词： Java Detectors computer science Codecs Cities and towns distributed computing Web sites computer vision Usability Blogs

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Team AnnieWAY's autonomous system for the DARPA Urban Challenge 2007

Team AnnieWAY's autonomous system for the DARPA Urban Challe...

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作者： Kammel, Sören Ziegler, Julius Pitzer, Benjamin Werling, Moritz Gindele, Tobias Jagzent, Daniel Schöder, Joachim Thuy, Michael Goebl, Matthias Von Hundelshausen, Felix Pink, Oliver Frese, Christian Stiller, Christoph Institute for Measurement and Control University of Karlsruhe Karlsruhe 76131 Germany Institute for Applied Computer Science/Automation University of Karlsruhe Karlsruhe 76128 Germany Industrial Applications of Informatics and Microsystems University of Karlsruhe Karlsruhe 76131 Germany Institute for Distributed Measurement Systems Technical University of Munich Munich 80290 Germany Institute for Institute for Real-Time Computer Systems Technical University of Munich Munich 80290 Germany Department of Aerospace Engineering University of the Federal Armed Forces Neubiberg 85577 Germany

ISBN: (纸本)9783642039904

This paper reports on AnnieWAY, an autonomous vehicle that is capable of driving through urban scenarios and that has successfully entered the finals of the 2007 DARPA Urban Challenge competition. After describing the main challenges imposed and the major hardware components, we outline the underlying software structure and focus on selected algorithms. Environmental perception mainly relies on a recent laser scanner which delivers both range and reflectivity measurements. While range measurements are used to provide 3D scene geometry, measuring reflectivity allows for robust lane marker detection. Mission and maneuver planning is conducted using a concurrent hierarchical state machine that generates behavior in accordance with California traffic laws. We conclude with a report of the results achieved during the competition. © 2009 Springer-Verlag Berlin Heidelberg.

关键词： Reflection

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A topology control algorithm for wireless sensor networks that considers overhearing

A topology control algorithm for wireless sensor networks th...

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International Symposium on Autonomous Decentralized systems (ISADAS)

作者： Flavio M. Assis Silva Ulisses Telemaco Neto PPGM-Graduate Program on Mechatronics LaSiD-Distributed Systems Laboratory DCC-Department of Computer Science UFBA-Federal University of Bahia Salvador Bahia Brazil

Topology control is one of the main techniques that can be used to decrease energy spenditure in wireless sensor networks. Although it has been the subject of much research, less attention has been devoted to study the effects of overhearing on topology control, i.e., the effects of the cost implied by nodes hearing transmissions even if these transmissions were not intended to them. In this paper we describe a distributed (localized) algorithm for topology control in wireless sensor networks. Our approach differs from previous work mainly in the sense that it takes the effects of overhearing into consideration and that it might eliminate more communication links from a given connectivity graph, and thus possibly assign lower transmission power to some nodes. This is done by eliminating so-called k-redundant edges, instead of eliminating only two redundant edges. We present the sketch of the proof of properties of the algorithm and simulation results.

关键词： Network topology Wireless sensor networks

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DeCoMAS: An Architecture for Supplementing MAS with Systemic Models of Decentralized Agent Coordination

DeCoMAS: An Architecture for Supplementing MAS with Systemic...

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IEEE WIC ACM International Conference on Web Intelligence (WI)

作者： Jan Sudeikat Wolfgang Renz Distributed Systems and Information Systems (VSIS) Group Department of Informatics Faculty of Mathematics Informatics and Natural Sciences University of Hamburg Hamburg Germany Multimedia Systems Laboratory (MMLab) Faculty of Engineering and Computer Science Hamburg University of Applied Sciences Hamburg Germany

The systematic conception of decentralized and self-adaptive software systems, as demanded for the run-time management of today’s distributed, multi-tier software architectures, is an active research area. Here, we discuss a coordination architecture that facilitates the enactment of externalized coordination models in Multi-agent systems (MAS). Coordination is configured by systemic models, i.e. structures of agent-behaviour interdependencies that denote the mutual influences of agent activities. The systematic, iterative application development is supported by a non-intrusive integration approach that enables developers to adjust application dynamics by complementing agent-based applications with systemic coordination models.

关键词： Application software Intelligent agent Software systems Feedback loop computer architecture Multiagent systems Software engineering Informatics Collaborative software Conferences

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