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XML Document Recommendation by Using Case Based Reasoning

XML Document Recommendation by Using Case Based Reasoning

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ACIS International Conference on software engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD)

作者： Sutheetutt Vacharaskunee Sarun Intakosum Software Systems Engineering Laboratory Department of Mathematics and Computer Science Faculty of Science King Mongkut''s Institute of Technology Ladkrabang Bangkok Thailand

ISBN: (纸本)9781424474226;9780769540887

Case Based Reasoning (CBR) is the process of solving new problem based on the solutions of similar previous problems. XML is a markup language that allows document owners describe their data in their own formats. There might be the same information has been described in various ways. This makes searching those information from different formats difficult. CXDR (CBR for XML Document Recommendation) is an idea to make searching XML documents easier. CXDR applies CBR framework to collect the mostly use XML document and recommend it to its user. CBR in CXDR consists of two parts, cases and knowledge. The case is XML documents and the knowledge is an XML document recommendation. The recommendation from CXDR is the most use XML element names and structure.

关键词： XML Keyword search Information retrieval Markup languages Database languages software engineering Artificial intelligence Distributed computing software systems systems engineering and theory

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Energy-Aware Loop Parallelism Maximization for Multi-core DSP Architectures

Energy-Aware Loop Parallelism Maximization for Multi-core DS...

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IEEE/ACM Int'l Conference on & Int'l Conference on Cyber, Physical and Social Computing (CPSCom) Green Computing and Communications (GreenCom)

作者： Meikang Qiu Jian-Wei Niu Laurence T. Yang Xiao Qin Senlin Zhang Bin Wang Department of Electrical and Computer Engineering University of Kentucky KY USA State Key Laboratory of Software Development Environment Beihang University Beijing China Department of Computer Science Saint Francis Xavier University NS Canada Department of Computer Science and Software Engineering Aubum University Auburn AL USA Department of Systems Science and Engineering University of Zhejiang Hangzhou China Department of Computer Science and Engineering Wright State University Dayton OH USA

With the advance of semiconductor, multi-core architecture is inevitable in today's embedded system design. Nested loops are usually the most critical part in multimedia and high performance DSP (Digital Signal Processing) systems. Hence, maximizing loop parallelism is an important issue to improve the performance of a modern compiler. This paper studies how to maximize the system performance with the consideration of energy reduction for applications with multidimensional nested loops on multi-core DSP architectures. An algorithm, EALPM (Energy-Aware Loop Parallelism Maximization), is proposed in this paper. We implemented a two phase strategy. First, the strategy uses retiming and loop transformation to parallelize nested loops. Then the strategy employs a novel voltage assignment algorithm to reduce total energy consumption. The experimental results show that on average, both performance and energy-saving can be significantly improved using the EALPM algorithm.

关键词： Parallel processing Energy consumption Voltage control Optimization Algorithm design and analysis computer architecture Digital signal processing

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Distributed diagnosis of complex systems using timed failure propagation graph models

Distributed diagnosis of complex systems using timed failure...

引用

International Automatic Testing Conference, AUTOTESTCON

作者： Nagabhushan Mahadevan Sherif Abdelwahed Abhishek Dubey Gabor Karsai Institute for Software Integrated Systems Vanderbilt University Nashville TN USA Department of Electrical and Computer Engineering Mississippi State University Starkville MS USA

Timed failure propagation graph (TFPG) is a directed graph model that represents temporal progression of failure effects in physical systems. In this paper, a distributed diagnosis approach for complex systems is introduced based on the TFPG model settings. In this approach, the system is partitioned into a set of local subsystems each represented by a subgraph of the global system TFPG model. Information flow between subsystems is achieved through special input and output nodes. A high level diagnoser integrates the diagnosis results of the local subsystems using an abstract high level model to obtain a globally consistent diagnosis of the system.

关键词： Cognition Computational modeling Monitoring Semantics software Switches Synchronization

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A Particle Swarm Optimization-Based Heuristic for Scheduling Workflow Applications in Cloud Computing Environments

A Particle Swarm Optimization-Based Heuristic for Scheduling...

引用

International Conference on Advanced Information Networking and Applications (AINA)

作者： Suraj Pandey Linlin Wu Siddeswara Mayura Guru Rajkumar Buyya Cloud Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia CSIRO Tasmanian ICT Centre Hobart Australia

ISBN: (纸本)9781424466955;9780769540184

Cloud computing environments facilitate applications by providing virtualized resources that can be provisioned dynamically. However, users are charged on a pay-per-use basis. User applications may incur large data retrieval and execution costs when they are scheduled taking into account only the `execution time'. In addition to optimizing execution time, the cost arising from data transfers between resources as well as execution costs must also be taken into account. In this paper, we present a particle swarm optimization (PSO) based heuristic to schedule applications to cloud resources that takes into account both computation cost and data transmission cost. We experiment with a workflow application by varying its computation and communication costs. We compare the cost savings when using PSO and existing `Best Resource Selection' (BRS) algorithm. Our results show that PSO can achieve: (a) as much as 3 times cost savings as compared to BRS, and (b) good distribution of workload onto resources.

关键词： Particle swarm optimization Processor scheduling Cloud computing Application software Cost function Computational efficiency Dynamic scheduling computer science software engineering Application virtualization

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I-superior approach to study the stability of logistic map

I-superior approach to study the stability of logistic map

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International Conference on Mechanical and Electrical Technology (ICMET)

作者： Mamta Rani Saurabh Goel Faculty of Computer Systems & Software Engineering Universiti Malaysia Pahang Kuantan Pahang Malaysia Research Scholar Department Of Computer Science Galgotias Institute of Management Technology Greater Noida India

Verlhust logistic map f(x) = r x (1 - x) is a widely studied and applicable model in discrete dynamical system. Its behavior has been, extensively, studied in Picard orbit and recently studied in superior orbit. Rani et. al. [22] and [25] has shown that in superior orbit, logistic map is stable for larger values of r than that of Picard orbit. In this paper, we have attempted to make the map stable for further larger values of r via I-superior iterates.

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Performance Evaluation of Wireless Sensor Networks for Different Radio Models Considering Mobile Event

Performance Evaluation of Wireless Sensor Networks for Diffe...

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International Conference on Complex, Intelligent and software Intensive systems

作者： Tao Yang Makoto Ikeda Leonard Barolli Arjan Durresi Fatos Xhafa Department of Information and Communication Engineering Fukuoka Institute of Technology (FIT) Department of Computer and Information Science Indiana University Purdue University at Indianapolis (IUPUI) Department of Languages and Informatics Systems Technical University of Catalonia

ISBN: (纸本)9781424459179;9780769539676

In this paper, we consider the behavior of a wireless sensor network for TwoRayGround and Shadowing radio models for the case of mobile event. By means of simulations, we analyse the performance of AODV protocol. In the previous work, we considered that the event node is stationary in the observation field. In this work, we want to investigate how the sensor network performs in the case when the event node moves. The simulation results show that the shadowing phenomena, by destroying the regularity of the network, reduce the mean distance among nodes and at the same time increase the interference level and the latency of packet transmission. We found that for mobile event, the Goodput and routing efficiency of TwoRayGround is better than Shadowing, but the Depletion of Shadowing is better than TwoRayGround.

关键词： Shadowing (Histology) Wireless sensor networks order of interference Performance Evaluation Mobile Packet transmission Radio Simulation results

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A Taxonomy of Autonomic Application Management in Grids

A Taxonomy of Autonomic Application Management in Grids

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International Conference on Parallel and Distributed systems (ICPADS)

作者： Mustafizur Rahman Rajiv Ranjan Rajkumar Buyya Cloud Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia Service Oriented Computing Research Group School of Computer Science and Engineering University of New South Wales Australia

In this paper, we propose a taxonomy that characterizes and classifies different components of autonomic application management in Grids. We also survey several representative Grid systems developed by various projects world-wide to demonstrate the comprehensiveness of the taxonomy. The taxonomy not only highlights the similarities and differences of state-of-the-art technologies utilized in autonomic application management from the perspective of Grid computing, but also identifies the areas that require further research initiatives.

关键词： Monitoring Resource management Taxonomy Processor scheduling Decision making Dynamic scheduling

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Analysis of Integrity Vulnerabilities and a Non-repudiation Protocol for Cloud Data Storage Platforms

Analysis of Integrity Vulnerabilities and a Non-repudiation ...

引用

International Conference on Parallel Processing Workshops (ICPPW)

作者： Jun Feng Yu Chen Wei-Shinn Ku Pu Liu Department of Electrical & Computer Engineering State University of New York Binghamton Binghamton NY USA Department of Computer Science & Software Engineering Aubum University Auburn AL USA Systems and Technology Group IBM Endicott Endicott NY USA

Data storage technologies have been recognized as one of the major dimensions of information management along with the network infrastructure and applications. The prosperity of cloud computing requires the migration from server-attached storage to network-based distributed storage. Along with variant advantages, distributed storage also poses new challenges in creating a secure and reliable data storage and access facility. The data security in cloud is one of the challenges to be addressed before the novel pay-as-you-go business model can be accepted and applied widely. Concerns are raised from both insecure/unreliable service providers and potential malicious users. In this article, we analyze the integrity vulnerability existing in the current cloud storage platforms and show the problem of repudiation. A novel non-repudiation (NR) protocol specifically designed in the context of cloud computing environment is proposed. We have also discussed the robustness of the NR protocol against typical attacks in the network environments.

关键词： Clouds Cloud computing Protocols Authentication Google

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Filling the gap of Information Security Management inside ITIL®: Proposals for posgraduate students

Filling the gap of Information Security Management inside IT...

引用

IEEE Education engineering (EDUCON)

作者： Elena Ruiz Larrocha Jesús M. Minguet Gabriel Díaz Manuel Castro Alfonso Vara Software Engineering and Informatics Systems Department UNED - Spanish University for Distance Education Madrid Spain Electrical and Computer Department UNED - Spanish University for Distance Education Madrid Spain

This paper describes different proposals made at UNED, for post-graduated students, at the area of IT Services Management and specially trying to fill the gap, of paramount importance, of the treatment due in ITIL ® (Information Technology Infrastructure Library) to Information Security Management. We analyze the treatment given to Information Security Management in ITIL, both versions 2 and 3, and describe the different at distance post-graduated courses we offer that fill these methodologies and discuss the opinions and evaluations of our students.

关键词： Filling Information security Information management Information technology Business Technology management Libraries Proposals Distance learning ISO standards

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An improved SOM-based visualization technique for DNA microarray data analysis

An improved SOM-based visualization technique for DNA microa...

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International Joint Conference on Neural Networks (IJCNN)

作者： Jagdish C. Patra Jacob Abraham Pramod K. Meher Goutam Chakraborty School of Computer Engineering Nanyang Technological University Singapore Department of Communication Systems Institute for Infocomm Research Singapore Department of Software and Information Science Iwate Prefectural University Japan

Effective and meaningful visualization techniques are quite important for multidimensional DNA microarray gene expression data analysis. Elucidating the cluster properties of these multidimensional data are often complex. Patterns, hypotheses on the relationships, and ultimately of the function of the gene can be analyzed and visualized by non-linear reduction of the multidimensional data to a lower dimension. In this paper, an improved SOM visualization technique named Improved Side Intensity Modulated (ISIM) Self-Organizing Map (SOM) has been proposed and compared with other SOM based visualization techniques. On different datasets, ISIM-SOM is found to offer better cluster boundary, simplicity and clarity.

关键词： Data visualization Neurons Iris Gene expression Clustering algorithms Training DNA

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