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Towards Re-engineering Legacy systems for Assured Dynamic Adaptation

Towards Re-engineering Legacy Systems for Assured Dynamic Ad...

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International Workshop on Modeling in software engineering (MISE)

作者： Ji Zhang Betty H.C. Cheng Software Engineering and Network Systems Laboratory Department of Computer Science and Engineering Michigan State University East Lansing MI USA

Increasingly, software must adapt its behavior in response to changes in the supporting computing, communication infrastructure, and in the surrounding physical environment. Since most existing software was not designed to adapt, research on technique to make legacy software dynamically adaptive has gained increasing interest. Assurance is crucial for adaptive software to fulfill its intended purpose. Correctness is even more critical if it is to be applied in high assurance systems. This paper proposes a model-driven approach to introduce dynamic adaptation to non-adaptive legacy systems while maintaining assurance properties. An aspect-oriented technique is applied to achieve separation of concerns in the implementation.

关键词： software engineering Unified modeling language Adaptive systems Communication system software Physics computing software design software systems Adaptation model Programming computer science

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Authentication in Reprogramming of Sensor Networks for Mote Class Adversaries

Authentication in Reprogramming of Sensor Networks for Mote ...

引用

International Symposium on Parallel and Distributed Processing (IPDPS)

作者： Limin Wang Sandeep S. Kulkarni Software Engineering and Network Systems Laboratory Department of Computer Science and Engineering Michigan State University East Lansing MI USA

Reprogramming is an essential service for wireless sensor networks. Authenticating reprogramming process is important as sensors need to verify that the code image is truly from a trusted source. There are two ways to achieve authentication: public key based and symmetric key based. Although previous work has shown that public key authentication is feasible on sensor nodes if used sparingly, it is still quite expensive compared to symmetric key based approach. In this paper, we propose a symmetric key based protocol for authenticating reprogramming process. Our protocol is based on the secret instantiation algorithm from, which requires only O(log n) keys to be maintained at each sensor. We integrate this algorithm with the existing reprogramming protocol. Through simulation, we show that it is able to authenticate reprogramming process at very low communication cost, and has very short delay.

关键词： Authentication Protocols Base stations Wireless sensor networks Public key Image sensors Costs Delay Testing Elliptic curve cryptography

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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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Using Model-Driven Development in Time-Constrained Course Projects

Using Model-Driven Development in Time-Constrained Course Pr...

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

作者： Wilson Padua Synergia Systems and Software Engineering Laboratory Computer Science Department Federal University of Minas Gerais Belo Horizonte Minas Gerais Brazil

Educational software development processes, used in course projects, must exercise practices and artifacts comparable to similar industry-level processes, while achieving acceptable productivity and quality, and, at the same time, complying with constraints on available student time. Here, we discuss our experience with a specific model-driven development process, applied in a time-constrained software engineering course. The course projects are developed in iterations, each delivering a subset of the product functions. These, specified as use cases, undergo a sequence of model transformations, until they become tested code. Transformation steps are verified using standardized quality gates (inspections, tests, and audits), which serve three purposes: teaching verification, validation and quality assurance; helping to assess and grade projects; and providing feedback for process improvement. Size, effort and defect data is recorded in standardized reports. Collected data show that the quality gates proved effective to ensure compliance with the prescribed process, and that using a balanced reusable framework is necessary to achieve satisfactory productivity and quality.

关键词： Productivity Testing Programming computer industry Time factors software engineering Inspection Education Quality assurance Feedback

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Global Output-Feedback Stabilization for a Class of Stochastic Non-Minimum-Phase Nonlinear systems

Global Output-Feedback Stabilization for a Class of Stochast...

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IEEE Conference on Control Technology and Applications (CCTA)

作者： Shu-Jun Liu Zhong-Ping Jiang Ji-Feng Zhang Laboratory of Systems and Control Academy of Mathematics and Systems Science슠Chinese Academy of Sciences China Department of Electrical and Computer Engineering Polytechnic University Brooklyn NY USA Laboratory of Systems and Control Academy of Mathematics and Chinese Academy of Sciences China

In this paper, the output-feedback stabilization problem is investigated for the first time for a class of stochastic nonlinear systems whose zero dynamics may be unstable. Under the assumption that the inverse dynamics of the system is stochastic input-to-state stabilizable, a stabilizing output-feedback controller is constructively designed by the integrator backstepping method together with a new reduced-order observer design and the technique of changing supply functions. It is shown that, under small-gain type conditions, the resulting closed-loop system is globally asymptotically stable in the probabilistic sense. The obtained results extend the existing methodology from deterministic systems to stochastic systems.

关键词： Stochastic systems Nonlinear systems Control systems Nonlinear control systems Backstepping Nonlinear dynamical systems mathematics Control theory Linear systems Programmable control

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Design and Evaluation of a Grid Computing Based Architecture for Integrating Heterogeneous IDSs

Design and Evaluation of a Grid Computing Based Architecture...

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IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference

作者： Paulo F. Silva Carlos B. Westphall Carla M. Westphall Marcos Dias de Assuncao Network and Management Laboratory Post-Graduate Program in Computer Science Federal University of Santa Catarina Florianopolis Brazil Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne VIC Australia

Intrusion detection systems (IDSs) have been substantially improved in recent past. However, network attacks have become more sophisticated and increasingly complex: many of current attacks are coordinated and originated in multiple networks. To detect these attacks, IDSs need to obtain information on network events from multiple networks or administrative domains. This work demonstrates that a Distributed IDS (DIDS) can be composed of existing IDSs, improving the detection of misuses in a multiple network environment. We use a grid middleware for creating a service-based intrusion detection grid. We demonstrate through experimental results that the proposed DIDS allows the integration of heterogeneous existing IDSs and improves the detection of attacks by exploring the synergy between existing IDSs.

关键词： Grid computing computer architecture Intrusion detection Resource management Laboratories computer science Electronic mail Middleware computer network management engineering management

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i2MAP: an incremental and iterative modeling and analysis process 07

i2MAP: an incremental and iterative modeling and analysis pr...

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Proceedings of the 10th international conference on Model Driven engineering Languages and systems

作者： Sascha Konrad Heather J. Goldsby Betty H. C. Cheng Siemens Corporate Research Inc. Princeton NJ Software Engineering and Network Systems Laboratory Department of Computer Science and Engineering Michigan State University East Lansing Michigan

ISBN: (纸本)9783540752080

Detecting errors early within the development process for an embedded system assists a developer in avoiding excessive error correction costs and minimizing catastrophic losses resulting from failures in deployed systems. Towards that end, this paper presents i2MAP, an iterative and incremental goal-driven process for constructing an analysis-level UML model of an embedded system. The UML model is formally analyzed for adherence to the behavioral properties captured in a companion goal model. The process uses goal modeling to capture the requirements of the system, and uses UML to capture analysis-level structural and behavioral information. Both types of i2MAP models can be used to drive a rigorous approach to model-driven development of embedded systems. In this paper, we illustrate the i2MAP process and the accompanying tool suite in the development of an embedded system model for an adaptive light control system.

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A Brief Overview of the Complex Biological and engineering Networks

A Brief Overview of the Complex Biological and Engineering N...

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IEEE International Symposium on Circuits and systems (ISCAS)

作者： Jinhu Lu Derong Liu Key Laboratory of Systems and Control Institute of Systems Science Academy of Mathematics and System Science Chinese Academy and Sciences Beijing China Department of Electrical and Computer Engineering University of Illinois Chicago Chicago IL USA

Over the last few decades, complex networks have been intensively studied throughout many fields of science, especially in biological and engineering sciences. This paper briefly reviews the main advances in the complex biological and engineering networks, aiming to bridge the gap between the complex biological and engineering networks. Biologists pay more attention to the mechanisms and local dynamics of individuals, however, engineers are more interesting in the global dynamical behaviors. It is the time for the biologists and engineers to work together for better understanding the complex networks.

关键词： Biological system modeling Complex networks Mathematical model Biology Genetics Power system modeling Bridge circuits Evolution (biology) computer networks Power engineering computing

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Influence of selection and replacement strategies on linkage learning in BOA

Influence of selection and replacement strategies on linkage...

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Congress on Evolutionary Computation

作者： Claudio F. Lima Martin Pelikan David E. Goldberg Fernando G. Lobo Kumara Sastry Mark Hauschild Informatics Laboratory Department of Electronics and Computer Science Engineering University of Algarve Faro Portugal Missouri Estimation of Distribution Algorithm Laboratory Department of Mathematics and Computer Science University of Missouri Saint Louis Saint Louis MO USA Illinois Genetic Algorithms Laboratory Department of Industrial and Enterprise Systems Engineering University of Illinois Urbana-Champaign Urbana IL USA

The Bayesian optimization algorithm (BOA) uses Bayesian networks to learn linkages between the decision variables of an optimization problem. This paper studies the influence of different selection and replacement methods on the accuracy of linkage learning in BOA. Results on concatenated m-k deceptive trap functions show that the model accuracy depends on a large extent on the choice of selection method and to a lesser extent on the replacement strategy used. Specifically, it is shown that linkage learning in BOA is more accurate with truncation selection than with tournament selection. The choice of replacement strategy is important when tournament selection is used, but it is not relevant when using truncation selection. On the other hand, if performance is our main concern, tournament selection and restricted tournament replacement should be preferred. These results aim to provide practitioners with useful information about the best way to tune BOA with respect to structural model accuracy and overall performance.

关键词： Couplings Bayesian methods Sampling methods Electronic design automation and methodology Genetic mutations Concatenated codes Buildings Parameter estimation Evolutionary computation Probability distribution

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Next-Generation software engineering: Function Extraction for Computation of software Behavior

Next-Generation Software Engineering: Function Extraction fo...

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Annual Hawaii International Conference on System sciences (HICSS)

作者： Richard C. Linger Mark G. Pleszkoch Luanne Burns Alan r. Hevner Gwendolyn H. Walton CERT STAR Laboratory Software Engineering Institute Carnegie Mellon University USA College of Business Administration National Science Foundation University of South Florida USA Department of Mathematics & Computer Science Florida Southern College USA

The ultra-large-scale systems of the future require the transformation of software engineering into a computational discipline capable of fast and dependable software development. This paper discusses an emerging next-generation software engineering research area: function extraction (FX) technology for automated computation to the maximum extent possible of the behavior, correctness, and quality attributes of software components and their compositions into systems. An introduction to the mathematical foundations for computation of software behavior is provided, followed by an overview description of a rigorously designed experiment to quantify the potential for FX technology, and a discussion of a CERT STAR *Lab first application of FX technology to compute the behavior of code expressed in the Intel assembly language instruction set

关键词： software engineering Humans Arithmetic Automation Costs Programming profession Educational institutions software quality computer aided instruction Application software

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