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Impacts of inaccurate information on resource allocation for multi-core embedded systems

Impacts of inaccurate information on resource allocation for...

引用

10th IEEE International Conference on computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded software and Systems, ICESS-2010, 10th IEEE Int. Conf. Scalable Computing and Communications, ScalCom-2010

作者： Li, Jiayin Qiu, Meikang Niu, Jianwei Liu, Meiqin Wang, Bin Hu, Jingtong Dept. of Electrical and Computer Engineering University of Kentucky Lexington KY 40506 United States State Key Lab. of Software Develop. Environment Beihang University Beijing 100191 China Dept. of Computer Science and Engineering Zhejiang University Hangzhou 310027 China Dept. of Computer Science and Engineering Wright State University Dayton OH 45435 United States Dept. of Computer Science University of Texas at Dallas Richardson TX 70580 United States

ISBN: (纸本)9780769541082

Multi-core technologies are widely used in embedded systems. Stochastic resource allocation can guarantee certain quality of the services (QoS). In heterogeneous embedded system resource allocation, execution time distributions of different tasks on cores are predicted before scheduling. The difference between actual execution time and estimated execution time may lead to allocations which are not robust. In this paper, we present an evaluation of impacts of inaccurate information on resource allocation. We propose a systematic measure of the robustness degradation and evaluate how inaccurate probability parameters affect the robustness of resource allocations. Furthermore, we compare the performance of three widely used greedy heuristics when using the inaccurate information. © 2010 IEEE.

关键词： Resource allocation

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Workshop on Emerging Trends in software Metrics (WETSoM 2010) 10

Workshop on Emerging Trends in Software Metrics (WETSoM 2010...

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32nd ACM/IEEE International Conference on software engineering, ICSE 2010

作者： Canfora, Gerardo Concas, Giulio Marchesi, Michele Tempero, Ewan Zhang, Hongyu Dept. of Engineering RCOST University of Sannio Italy Dept. of Electrical and Electronic Engineering University of Cagliari Italy Dept. of Computer Science University of Auckland New Zealand School of Software Tsinghua University Beijing China

ISBN: (纸本)9781605587196

The Workshop on Emerging Trends in software Metrics aims at bringing together researchers and practitioners to discuss the progress of software metrics. The motivation for this workshop is the low impact that software metrics has on current software development. The goals of this workshop are to critically examine the evidence for the effectiveness of existing metrics and to identify new directions for development of software metrics. © 2010 ACM.

关键词： software design

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Document resizing for visually impaired students 10

Document resizing for visually impaired students

引用

Proceedings of the 22nd Conference of the computer-Human Interaction Special Interest Group of Australia on computer-Human Interaction

作者： Connolly, Michael Lutteroth, Christof Plimmer, Beryl Dept. of Software Engineering University of Auckland Private Bag 92119 Auckland New Zealand Dept. of Computer Science University of Auckland Private Bag 92119 Auckland New Zealand

ISBN: (纸本)9781450305020

The ability to read documents and notes is a crucial part of the education system, but for over 1200 visually impaired students in New Zealand and many more worldwide, large and clearly printed documents remain elusive. Resizing documents for visually impaired readers currently requires a mixture of time, patience and experience with word processors such as Microsoft Word. This paper describes the design and construction of an add-in to simplify the process of resizing documents so that they become more readable to the visually impaired. This paper discusses common problems with the resizing of documents, and the tools produced to help reduce or eliminate these problems. The tools were evaluated in the resizing of workbooks by staff at a visual resource centre with promising results. Copyright the author(s) and CHISIG.

关键词： Students

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Ubiquitous data

Ubiquitous data

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作者： Hotho, Andreas Pedersen, Rasmus Ulslev Wurst, Michael University Kassel Depart. of Electrical Engineering/Computer Science Knowledge and Data Engineering Group Germany Copenhagen Business School Dept. of Informatics Embedded Software Lab. Copenhagen Denmark Technical University Dortmund Computer Science LS8 44221 Dortmund Germany

ISBN: (纸本)3642163912

Ubiquitous knowledge discovery systems must be captured from many different perspectives. In earlier chapters, aspects like machine learning, underlying network technologies etc. were described. An essential component, which we shall discuss now, is still missing: Ubiquitous Data. While data themselves are a central part of the knowledge discovery process, in a ubiquitous setting new challenges arise. In this context, the emergence of data itself plays a large role, therefore we label this part of KDubiq systems ubiquitous data. It clarifies the KDubiq challenges related to the multitude of available data and what we must do before we can tap into this rich information source. © 2010 Springer-Verlag.

关键词： Taps

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Combined admission, power and rate control for cognitive radios in dynamic spectrum access ad-hoc networks

Combined admission, power and rate control for cognitive rad...

引用

International Conference on Network-Based Information Systems

作者： Rawat, Danda B. Bista, Bhed Bahadur Yan, Gongjun Dept. of Electrical and Computer Engineering Old Dominion University Norfolk VA 23529 United States Faculty of Software and Information Science Iwate Prefectural University 020-0193 Japan Dept. of Computer Science Old Dominion University Norfolk VA 23529 United States

ISBN: (纸本)9780769541679

Dynamic spectrum access in cognitive radio (CR) networks is emerging concept to utilize the scarce spectrum in an efficient manner. CR systems will operate in heterogeneous networks in which efficient use of resources will require control of both transmission rate and power for active CRs. In this paper we propose an algorithm for resource allocation in dynamic spectrum access ad-hoc networks where active CR links satisfy their own quality-of-service (QoS) requirements as well as the interference constraints to respect the incumbent primary user- transmissions. We formulate the problem of joint transmission rate and power control for active CR links to maximize their surplus (or net utility) functions using distributed interference compensation as a non-cooperative game. We illustrate the proposed approach with numerical results obtained from sim- ulations. © 2010 IEEE.

关键词： Cognitive radio

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Assessor error in stratified evaluation 10

Assessor error in stratified evaluation

引用

Proceedings of the 19th ACM international conference on Information and knowledge management

作者： Webber, William Oard, Douglas W. Scholer, Falk Hedin, Bruce Dept. of Computer Science and Software Engineering University of Melbourne Australia College of Information Studies UMIACS University of Maryland United States School of Computer Science and Information Technology RMIT University Australia H5 San Francisco United States

ISBN: (纸本)9781450300995

Several important information retrieval tasks, including those in medicine, law, and patent review, have an authoritative standard of relevance, and are concerned about retrieval completeness. During the evaluation of retrieval effectiveness in these domains, assessors make errors in applying the standard of relevance, and the impact of these errors, particularly on estimates of recall, is of crucial concern. Using data from the interactive task of the TREC Legal Track, this paper investigates how reliably the yield of relevant documents can be estimated from sampled assessments in the presence of assessor error, particularly where sampling is stratified based upon the results of participating retrieval systems. We show that assessor error is in general a greater source of inaccuracy than sampling error. A process of appeal and adjudication, such as used in the interactive task, is found to be effective at locating many assessment errors;but the process is expensive if complete, and biased if incomplete. An unbiased double-sampling method for resolving assessment error is proposed, and shown on representative data to be more efficient and accurate than appeal-based adjudication. © 2010 ACM.

关键词： Errors

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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 Workshop on Scheduling and Resource Management for Parallel and Distributed Systems

作者： Feng, Jun Chen, Yu Ku, Wei-Shinn Liu, Pu Dept. of Electrical and Computer Engineering SUNY - Binghamton Binghamton NY 13902 United States Dept. of Computer Science and Software Engineering Auburn University Auburn AL 36849 United States Systems and Technology Group IBM Endicott Endicott NY 13760 United States

ISBN: (纸本)9780769541570

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. © 2010 IEEE.

关键词： Cloud storage

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Expressive MPEG-4 facial animation using quadratic deformation models

Expressive MPEG-4 facial animation using quadratic deformati...

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International Conference on computer Graphics, Imaging and Visualization

作者： Obaid, Mohammad Mukundan, Ramakrishnan Billinghurst, Mark Pelachaud, Catherine HITLab New Zealand University of Canterbury Christchurch New Zealand Computer Science and Software Engineering Dept. University of Canterbury New Zealand CNRS-LTCI Telecom ParisTech Paris France

ISBN: (纸本)9780769541662

In this paper we propose an approach compliant with the MPEG-4 standard to synthesize and control facial expressions generated using 3D facial models. This is achieved by establishing the MPEG-4 facial animation standard conformity with the quadratic deformation model representations of facial expressions. This conformity allows us to utilize the MPEG-4 facial animation parameters (FAPs) with the quadratic deformation tables, as a higher layer, to compute the FAP values. The FAP values for an expression E are computed by performing a linear mapping between a set of transformed MPEG-4 FAP points (using quadratic deformation models) and the 3D facial model semantics. The nature of the quadratic deformation model representations of facial expressions can be employed to synthesize and control the six main expressions (smile, sad, fear, surprise, anger, and disgust). Using Whissel's psychological studies on emotions we compute an interpolation parameter that is used to synthesize intermediate facial expressions. The paper presents results of experimental studies performed using the Greta embodied conversational agent. The achieved results are promising and can lead to future research in synthesizing a wider range of facial expressions. © 2010 IEEE.

关键词： Deformation

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Structured max-margin learning for multi-label image annotation 10

Structured max-margin learning for multi-label image annotat...

引用

ACM International Conference on Image and Video Retrieval, ACM-CIVR 2010

作者： Xue, Xiangyang Luo, Hangzai Fan, Jianping Shanghai Key Lab. of Intel. Info. Processing School of Computer Science Fudan University Shanghai China Software Engineering Institute East China Normal University Shanghai China Dept. of Computer Science UNC-Charlotte Charlotte NC 28223 United States

ISBN: (纸本)9781450301176

In this paper, a structured max-margin learning scheme is developed to achieve more effective training of a large number of inter-related classifiers for multi-label image annotation. First, a visual concept network is constructed to characterize the inter-concept visual similarity contexts more precisely and determine the inter-related learning tasks automatically. Second, multiple base kernels are combined to achieve more precise characterization of the diverse visual similarity contexts between the images and address the issue of huge intra-concept visual diversity more effectively. Third, a structured max-margin learning algorithm is developed by incorporating the visual concept network, max-margin Markov networks and multi-task learning to address the issue of huge inter-concept visual similarity more effectively. Our structured max-margin learning algorithm can leverage the inter-concept visual similarity contexts to learn a large number of inter-related classifiers simultaneously and improve their discrimination power significantly. Our experiments have also obtained very positive results. Copyright © 2010 ACM.

关键词： Image annotation

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Ant colony clustering based on cloud model and its application in image segmentation

Ant colony clustering based on cloud model and its applicati...

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2010 3rd International Congress on Image and Signal Processing, CISP 2010

作者： Zeng, Zhi-Gao Ding, Li-Xin Zeng, San-You Yi, Sheng-Qiu State Key Laboratory of Software Engineering Wuhan University 430072 Wuhan Hubei China School of Computer and Communication Hunan University of Technology 412008 Zhuzhou Hunan China Dept. of Computer Science China University of GeoSciences 430074 Wuhan Hubei China

ISBN: (纸本)9781424465149

This paper proposes an ant colony clustering algorithm of image segmentation based on cloud model. Making use of the characteristics of cloud model, it is able to dynamically adjust the value of the pheromone and the pheromone evaporation factor that differ from the traditional ant colony algorithm. Since ant colony algorithm has high ability to deal with local optimization and fuzzy clustering as well as its overall consideration of various factors such as the characteristic of gray and gradient of each pixel and the different membership of each pixel to the object, boundary, background and the noise, the algorithm can segment the image efficiently through the clustering of the pixels with different characteristics. For which followed by transforming the image with watershed algorithm. ©2010 IEEE.

关键词： Image segmentation

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