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Factoring Dynamic Bayesian Networks Based on Structural Observability

Factoring Dynamic Bayesian Networks Based on Structural Obse...

引用

Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference

作者： Indranil Roychoudhury Gautam Biswas Xenofon Koutsoukos SGT Inc.at NASA Ames Research Center Institute for Software Integrated Systems and the Department of Electrical Engineering and Computer ScienceVanderbilt University

Dynamic Bayesian Networks(DBNs) provide a systematic framework for robust online monitoring of dynamic *** paper presents an approach for increasing the efficiency of online estimation by partitioning a system DBN into a set of smaller factors,such that estimation algorithms can be applied to each factor *** factoring scheme is based on the analysis of structural observability of the dynamic *** establish the theoretical background for structural observability and derive an algorithm for generating the factors using structural observability *** present experimental results to demonstrate the effectiveness of our factoring approach for accurate estimation of system behavior.

关键词： DBN Factoring Dynamic Bayesian Networks Based on Structural Observability Bayesian

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A Quality Perspective of software Evolvability Using Semantic Analysis

A Quality Perspective of Software Evolvability Using Semanti...

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International Conference on Semantic Computing

作者： Philipp Schugerl Juergen Rilling René Witte Philippe Charland Department of Computer Science and Software Engineering Concordia University Montreal Canada System of Systems Section Defence Research and Development Canada QUE Canada

software development and maintenance are highly distributed processes that involve a multitude of supporting tools and resources. Knowledge relevant to these resources is typically dispersed over a wide range of artifacts, representation formats, and abstraction levels. In order to stay competitive, organizations are often required to assess and provide evidence that their software meets the expected requirements. In our research, we focus on assessing non-functional quality requirements, specifically evolvability, through semantic modeling of relevant software artifacts. We introduce our SE-Advisor that supports the integration of knowledge resources typically found in software ecosystems by providing a unified ontological representation. We further illustrate how our SE-Advisor takes advantage of this unified representation to support the analysis and assessment of different types of quality attributes related to the evolvability of software ecosystems.

关键词： software quality Ecosystems software systems Programming Ontologies software maintenance software tools software engineering Distributed computing computer science

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Measuring Size of Business Process From Use Case Description

Measuring Size of Business Process From Use Case Description

引用

2009 2nd IEEE International Conference on computer Science and Information Technology（ICCSIT 2009）

作者： Kanjan Dhammaraksa Sarun Intakosum Software Systems Engineering Laborator Department of Mathematics and Computer Science Faculty of ScienceKing Mongkut's Institute of Technology LadkrabangBangkokThailand

The purpose of this paper is to present a new size metric for business process *** metric aims to measure size of process from use case *** metric consists of four series to support four perspectives of business process:functional,behavioral,informational and *** addition,the guidance for pointing to related use case elements is included in each *** this paper,each size of perspective which measured from the new metric can use for indicating the number of business process elements are represented by UML-activity *** the example of the metric is only one,it is possible to apply for another modeling method such as BPMN,Petri Net and EPC.

关键词： Size metric,Business process,Use case description

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A hierarchical alarm processing model for intrusion detection system

A hierarchical alarm processing model for intrusion detectio...

引用

2009 International Conference on Information engineering and computer Science, ICIECS 2009

作者： Xiao, Lizhong Liu, Yunxiang Wu, Zhongdai Department of Computer Science and Information Engineering Shanghai Institute of Technology Shanghai China Postdoctor Mobile Station of Control Science and Engineering East China University of Science and Technology Shanghai China Postdoctor Work Station of Kunshan Software Park Kunshan Jiangsu China China Shipping Information Systems Co. Ltd. Shanghai China

ISBN: (纸本)9781424449941

For the alarm flooding problem, a hierarchical alarm processing model is studied to filter, reduce and correlate alarms. In filtering, false alarms are eliminated with repository. In reduction, a reduction algorithm is designed to remove the duplicate alarms in real time. In correlation, a frequent episodes algorithm is implemented on training data to help clustering-based correlation algorithm find the intrusion patterns. Through the above processing, the false and invalid alarms are eliminated, which eases the networks system and administrator's burden. Meanwhile, intrusion patterns can be found and alarm prediction can be reported. Experimental results show the model is effective. ©2009 IEEE.

关键词： Clustering algorithms

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Retrieving Design Patterns by Case-Based Reasoning and Formal Concept Analysis

Retrieving Design Patterns by Case-Based Reasoning and Forma...

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2009 2nd IEEE International Conference on computer Science and Information Technology（ICCSIT 2009）

作者： Weenawadee Muangon Sarun Intakosum Software Systems Engineering Laboratory Department of Mathematics and Computer Science Faculty of ScienceKing Mongkut's Institute of Technology LadkrabangBangkokThailand

Design patterns are applied to solve the recurring software design problems,Unfortunately,choosing appropriate design patterns for the specific design problem is considered a difficult task.A search tool is,therefore,needed to supports selection,However,the existing design pattern searching methodologies generally have problems on keywordsearch *** this paper,we proposed an initial model to solve the problem by using Case-Based Reasoning(CBR) and Formal Concept Analysis(FCA).For the proposed model,a case base is created to represent design *** is used to be case organization that analyze case base for obtain knowledge embedded,The knowledge can suggest suitable indexes to use for new *** method is beneficial for learning index,This paper discusses the basis theoretical of representation and retrieval design patterns for this inprogress research,along with some preliminary result.

关键词： Design pattern,Case Based Reasoning,Formal Concept Analysis,Design pattern retrieval,Knowledge representation

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Adaptation of Design Pattern Retrieval Using CBR and FCA

Adaptation of Design Pattern Retrieval Using CBR and FCA

引用

International Conference on computer Sciences and Convergence Information Technology (ICCIT)

作者： Weenawadee Muangon 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)9781424452446

software developers currently find design patterns through search tools for solving software design problem. However, these search tools still have keyword-search problem. In this paper, we introduce the elementary idea to improve the design pattern retrieval tool. We propose the combination of case based reasoning (CBR) and formal concept analysis (FCA). Because of CBR lead to the smart solution and FCA provides flexible way to maintain indexing in the case base.

关键词： software design Information retrieval Mathematics software systems Design engineering systems engineering and theory Laboratories computer science Knowledge representation Lattices

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Threats Identification in Healthcare Information systems using Genetic Algorithm and Coz Regression

Threats Identification in Healthcare Information Systems usi...

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The Fifth International Conference on Information Assurance and Security(第五届信息保障与安全国际会议)

作者： Rabiah Ahmad Ganthan Narayana Samy Nuzulha Khilwani Ibrahim Peter A.Bath Zuraini Ismail Centre for Advanced Software Engineering (CASE) Faculty of Computer Science and Information Systems Department of Computer Systems and Communications Faculty of Computer Science and Information System Department of Information Studies University of Sheffield UK Department of Science College of Science and Technology Universiti Teknologi Malaysia (UTM) Malaysia

ISBN: (纸本)9781424451012

Threats to information security for healthcare information system increased tremendously. There are various factors contribute to information security threats, many researchers focused only to certain factors which interest them (e.g., virus attack). Certain factors which may be important remain unexplored. In addition, lack of tools and technologies directed to limited number of threats traced in healthcare system. Thus it introduces bias in threat analysis. This study explored the use of biological computational termed Genetic Algorithm (GAs) combined with Cox regression (CoRGA) in identifying a potential threat for healthcare system. The results show that variable described “misused of e-mail” is the major information security threats for healthcare system. Results were compared with manual analysis using the same data, and it is shows that GAs not just introducing new threats for healthcare system but it was similar with others threats proposed by previous researches.

关键词： Healthcare Information systems (HIS) Risk Analysis Threats Information Security Genetic Algorithm and Coz Regression

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Physical mapping and performance study of a multi-clock 3-Dimensional Network-on-Chip mesh

Physical mapping and performance study of a multi-clock 3-Di...

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IEEE International Conference on 3D System Integration, 3DIC

作者： Matt Grange Awet Yemane Weldezion Dinesh Pamunuwa Roshan Weerasekera Zhonghai Lu Axel Jantsch Dave Shippen Centre of Microsystems Engineering Department of Engineering Lancaster University Lancaster UK School of Information and Communication Technologies Department of Electronics Computer and Software Systems KTH Royal Institute of Technology Kista Sweden

The physical performance of a 3-Dimensional Network-on-Chip (NoC) mesh architecture employing through silicon vias (TSV) for vertical connectivity is investigated with a cycle-accurate RTL simulator. The physical latency and area impact of TSVs, switches, and the on-chip interconnect is evaluated to extract the maximum signaling speeds through the switches, horizontal and vertical network links. The relatively low parasitics of TSVs compared to the on-chip 2-D interconnect allow for higher signaling speeds between chip layers. The system-level impact on overall network performance as a result of clocking vertical packets at a higher rate through the TSV interconnect is simulated and reported.

关键词： Network-on-a-chip Switches Integrated circuit interconnections Clocks Through-silicon vias Communication switching CMOS technology Three-dimensional integrated circuits Silicon Delay

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Scalability of network-on-chip communication architecture for 3-D meshes

Scalability of network-on-chip communication architecture fo...

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International Symposium on Networks-on-Chip (NOCS)

作者： Awet Yemane Weldezion Matt Grange Dinesh Pamunuwa Zhonghai Lu Axel Jantsch Roshan Weerasekera Hannu Tenhunen School of Information and Communication Technologies Department of Electronics Computer and Software Systems KTH Royal Institute of Technology Kista Sweden Centre of Microsystems Engineering Department of Engineering Lancaster University Lancaster UK

Design constraints imposed by global interconnect delays as well as limitations in integration of disparate technologies make 3D chip stacks an enticing technology solution for massively integrated electronic systems. The scarcity of vertical interconnects however imposes special constraints on the design of the communication architecture. This article examines the performance and scalability of different communication topologies for 3D network-on-chips (NoC) using through-silicon-vias (TSV) for inter-die connectivity. Cycle accurate RTL-level simulations are conducted for two communication schemes based on a 7-port switch and a centrally arbitrated vertical bus using different traffic patterns. The scalability of the 3D NoC is examined under both communication architectures and compared to 2D NoC structures in terms of throughput and latency in order to quantify the variation of network performance with the number of nodes and derive key design guidelines.

关键词： Scalability Network-on-a-chip Delay Switches Network topology Circuit topology Through-silicon vias Communication switching Telecommunication traffic Traffic control

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3-D memory organization and performance analysis for multi-processor network-on-chip architecture

3-D memory organization and performance analysis for multi-p...

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IEEE International Conference on 3D System Integration, 3DIC

作者： Awet Yemane Weldezion Zhonghai Lu Roshan Weerasekera Hannu Tenhunen School of Information and Communication Technologies Department of Electronics Computer and Software Systems KTH Royal Institute of Technology Kista Sweden Centre of Microsystems Engineering Department of Engineering Lancaster University Lancaster UK

Several forms of processor memory organizations have been in use to optimally access off-chip memory systems mainly the hard disk drives (HDD). Recent trends show that the solid state drives (SSD) such as flash memories replacing HDDs and multi-processor memory system realized in a single 3-D structure with network-on-chip (NOC) architecture as a communication medium. This paper discusses high level memory organization and architectural modeling and simulation based on 3D NOC. A comparative analysis among several models including Dance-hall, Sandwich, Terminal, Per-layer and mixed architectures is done. Simulations in cycle accurate 3-D NOC VHDL model are done to evaluate the performance each architecture in uniform and local traffic patterns.

关键词： Performance analysis Network-on-a-chip

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