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A review on object-oriented metrics as a supporting method to extract object-oriented concepts from student's source code

A review on object-oriented metrics as a supporting method t...

引用

IASTED International Conference on Advances in Computer Science and engineering, ACSE 2009

作者： Khamis, Norazlina Idris, Sufian Department of Software Engineering Faculty of Computer Science and Information Technology University of Malaya 50603 Kuala Lumpur Malaysia Department of Computer Science Universiti Kebangsaan Malaysia Bangi Selangor Malaysia

ISBN: (纸本)9780889867901

One of the debatable issues in programming courses for core Computer Science (CS) and information technology (IT) education is on how to improve the assessment so that it will reflect student's programming skills. This research will focus on this issue by proposing a new model to support the assessment of programming courses, specifically in object-oriented programming. The model will be developed by identifying object oriented concepts that student's have applied in their program source code using object oriented metrics. Metrics are an important technique in quantifying desirable software and software development characteristics of object oriented software development. Currently, metrics proposed for OO software development have rarely been used to support assessment process. This paper will investigate the suitable object-oriented metrics to be applied in the process of developing the assessment model for object-oriented programming courses. We give an overview on the object-oriented metrics and the necessary steps on the applications of metrics towards development of the assessment model.

关键词： Object oriented programming

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Event based simulator for parallel computing over the wide area network for real time visualization

Event based simulator for parallel computing over the wide a...

引用

1st International Visual Informatics Conference, IVIC 2009

作者： Sundararajan, Elankovan Harwood, Aaron Kotagiri, Ramamohanarao Satria Prabuwono, Anton Department of Industrial Computing Faculty of Information Sciences and Technology Universiti Kebangsaan Malaysia 43600 Bangi UKM Selangor Malaysia Department of Computer Science and Software Engineering Faculty of Engineering University of Melbourne 111 Barry Street Carlton VIC 3010 Australia

ISBN: (纸本)3642050352

As the computational requirement of applications in computational science continues to grow tremendously, the use of computational resources distributed across the Wide Area Network (WAN) becomes advantageous. However, not all applications can be executed over the WAN due to communication overhead that can drastically slowdown the computation. In this paper, we introduce an event based simulator to investigate the performance of parallel algorithms executed over the WAN. The event based simulator known as SIMPAR (SIMulator for PARallel computation), simulates the actual computations and communications involved in parallel computation over the WAN using time stamps. Visualization of real time applications require steady stream of processed data flow for visualization purposes. Hence, SIMPAR may prove to be a valuable tool to investigate types of applications and computing resource requirements to provide uninterrupted flow of processed data for real time visualization purposes. The results obtained from the simulation show concurrence with the expected performance using the L-BSP model. © 2009 Springer-Verlag.

关键词： Wide area networks

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Implementing case-based reasoning approach to framework documentation

Implementing case-based reasoning approach to framework docu...

引用

2009 WRI World Congress on Computer Science and information engineering, CSIE 2009

作者： Hajar, Mat Jani Lee, Sai Peck College of Information Technology Universiti Tenaga Nasional Km. 7 Jalan Kajang-Puchong 43009 Kajang Selangor Darul Ehsan Malaysia Department of Software Engineering Faculty of Computer Science and Information Technology University Malaya 50603 Kuala Lumpur Malaysia

ISBN: (纸本)9780769535074

Several approaches are currently used in documenting object-oriented application frameworks. Traditional documentation approaches include tutorials, reference manuals, design patterns, cookbooks, and minimalist. The main objective of a framework is to dramatically reduce the time and effort needed in developing complete applications within a family of applications domain. Proper documentation is required in order for a framework to be usable to users, especially to the new users of the framework. This paper discusses and implements the case-based reasoning (CBR) approach to documenting a framework. It is believed that the fastest way to learn is by retrieving previously recorded framework usage experiences or cases. Here, a case is a complete example of how to use a particular component or a set of components within a framework. In CBR, reasoning is based on remembering past cases. Genetic algorithm (GA) is used in implementing the CBR's "retrieve", "reuse", and "revise" steps. During the "revise" and "retain" steps of the CBR, Knuth-Morris-Pratt (KMP) pattern matching algorithm is applied. © 2008 IEEE.

关键词： Case based reasoning

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Towards high-performance network intrusion prevention system on multi-core network services processor

Towards high-performance network intrusion prevention system...

引用

15th International Conference on Parallel and Distributed Systems, ICPADS '09

作者： Wang, Xiang Qi, Yaxuan Yang, Baohua Xue, Yibo Li, Jun School of Software Engineering University of Science and Technology of China Hefei China Dept. Automation Tsinghua University Beijing China Research Institute of Information Technology Tsinghua University Beijing China Tsinghua National Lab. for Information Science and Technology Beijing China

ISBN: (纸本)9780769539003

Network intrusion prevention system (NIPS) becomes more complex due to the rapid growth of network bandwidth and requirement of network security. However existing solutions, either hardware-based or software-based cannot obtain a good tradeoff between performance and flexibility. In this paper, we propose a parallel NIPS architecture using emerging network services processor. To resolve the problems and bottlenecks of high-speed processing, we investigate the main design aspects which have dramatic impacts on most parallel network security system implementations: efficient and flexible pipeline and parallel processing, flow-level packet-order preserving, and latency hiding of deep packet inspection. To these key points, we address several optimizations and modifications with an architecture-aware design principle to guarantee high performance and flexibility of the NIPS on a network services processor implementation. Performance evaluation shows that, our prototype NIPS on Cavium OCTEON3860 processor can reach line-rate stateful inspection and multi-Gbps deep inspection performance. © 2009 IEEE.

关键词： Network security

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DBS: A bit-level heuristic packet classification algorithm for high speed network

DBS: A bit-level heuristic packet classification algorithm f...

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15th International Conference on Parallel and Distributed Systems, ICPADS '09

作者： Yang, Baohua Wang, Xiang Xue, Yibo Li, Jun Dept. Automation Tsinghua University Beijing China Research Institute of Information Technology Tsinghua University Beijing China Tsinghua National Lab. for Information Science and Technology Beijing China School of Software Engineering University of Science and Technology of China Hefei China

ISBN: (纸本)9780769539003

Packet classification is one of the most critical techniques in many network devices such as Firewall, IDS and IPS, etc. In order to meet the performance requirement for high speed Internet (even higher than 10 Gbps), practical algorithms must keep better spatial and temporal performance. Moreover, as the size of rule set is increasing to tens of thousands, novel packet classification algorithms must have good scalability. In this paper, we propose a novel packet classification algorithm named DBS (Discrete Bit Selection) which takes a bit level heuristic design to partition the rule set effectively. To the best of our knowledge, DBS is the first try to design a heuristic classification algorithm at bit-level. To evaluate the performance of our algorithm, DBS is deployed on a popular multi-core Network Processor platform, compared with two existing well-known algorithms. Experimental results show that DBS achieves 300% higher throughput than HiCuts and HSM, while the memory requirement is reduced to about 10% averagely. DBS works well especially with large rule set (10K), which trends a good scalability. © 2009 IEEE.

关键词： Scalability

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Expression-invariant facial identification

Expression-invariant facial identification

引用

IEEE International Conference on Systems, Man and Cybernetics

作者： Pohsiang Tsai Tich Phuoc Tran Longbing Cao School of Computing and Communications Faculty of Engineering and Information Technology University of Technology Sydney Australia School of Software Faculty of Engineering and Information Technology University of Technology Sydney Australia

Facial identification has been recognized as most simple and non-intrusive technology that can be applied in many places. However, there are still many unsolved facial identification problems due to different intra-personal variations. In particular, when images of the databases appear at different facial expressions, most currently available facial recognition approaches encounter the expression-invariant problem in which neutral faces are difficult to be recognized. In this paper, a new approach is proposed to transform facial expressions to neutral-face like images; hence enabling image retrieval systems to robustly identify a person's face for which its learning and testing face images differ in facial expression.

关键词： Face recognition information technology Australia Image recognition Robustness System testing Image retrieval Humans Cybernetics USA Councils

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A decision making model for vendor-buyer inventory systems 1

引用

12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2009

作者： Wee, Hui-Ming Lu, Jie Zhang, Guangquan Chiao, Huai-En Gao, Ya Lab Faculty of Engineering and Information Technology University of Technology Sydney PO Box 123 NSW 2007 Australia Department of Industrial and Systems Engineering Chung Yuan Christian University Chungli 32023 Taiwan

ISBN: (数字)9783642106460

ISBN: (纸本)3642106455

In a vendor-buyer supply chain, the buyer's economic order quantity and the vendor's optimal number of deliveries are derived either independently or collaboratively. In this paper, we establish a two-stage vendor-buyer inventory system decision model by using bi-level decision making approach. The experimental result shows that the proposed bi-level decision model can effectively handle two-stage vendor-buyer inventory problems and obtain better results than the existing methods. © 2009 Springer-Verlag Berlin Heidelberg.

关键词： Decision making

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Investigating Security Threats in information Systems

Investigating Security Threats in Information Systems

引用

12th International-Business-information-Management-Association Conference

作者： Samy, Ganthan Narayana Ahmad, Rabiah Ismail, Zuraini Department of Computer Systems and Communications Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia (UTM) Malaysia Centre for Advanced Software Engineering (CASE) Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia (UTM) Malaysia Department of Science College of Science and Technology Universiti Teknologi Malaysia (UTM) Malaysia

ISBN: (纸本)9780982148914

information security surveys are important inputs to private, public and government sectors in order to measure current status of information security threats. This paper examines the various types of threats that exist in information Systems (IS) in one of government supported hospital in Malaysia. The hospital has been equipped for a Total Hospital information System (THIS). The data collected were from three different departments using in-depth structured interviews. The study identified 22 types of threats according to major threat categories based on ISO/IEC 27002 (ISO 27799:2008). The result shows that the most critical threat for the THIS is the power failure followed by acts of human error or failure and other technological factors. This research holds significant value in terms of providing a comprehensive list of potential threat categories in IS and subsequently taking the results of this step as input for the risk mitigation strategy. Keywords: Healthcare information Systems (HIS), information Systems (IS), Risk Analysis, Threats

关键词： Healthcare information Systems (HIS) information Systems (IS) Risk Analysis Threats

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Reverse engineering Function Points to Object Points

Reverse engineering Function Points to Object Points

引用

International Conference on the Applications of Digital information and Web Technologies (ICADIWT)

作者： Ayman A. Issa Mofleh Al-Diabat Software Engineering Department Faculty of Information Technology Philadelphia University Amman Jordan

This paper reports on the development of a novel approach to bridge the relationship between function point (FP) and object point (OP) sizing metrics by reverse engineering FP elements to some corresponding OP elements. This has been applied to a wide spectrum of software projects. Two findings emerge. First, there appears to exist a high correlation between OP and FP elements with a linear relationship between the two. The second is the construction of a validated OPs database from existing FP-based projects, which facilitates the validation of existing and emerging OP-based software cost estimation (SCE) models.

关键词： Reverse engineering Costs Life estimation Programming Phase estimation Computer languages software engineering information technology software systems Computer aided software engineering

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Towards Cohesion-based Metrics as Early Quality Indicators of Faulty Classes and Components

Towards Cohesion-based Metrics as Early Quality Indicators o...

引用

International Symposium on Computing, Communication, and Control（ISCCC 2009）

作者： Chuan Ho Loh Sai Peck Lee Department of Software Engineering Faculty of Computer Science and Information TechnologyUniversity of Malaya

Measuring structural design properties of an object-oriented system is a promising approach towards early quality *** object-oriented systems,cohesion is an important factor of objectoriented design quality.A few researchers refer cohesion to the degree of the relatedness of the members in a *** an object-oriented system,classes and components are key early artifacts that lay the foundation of an object-oriented system.A few cohesion metrics have been proposed to quantify the cohesiveness of classes in an object-oriented *** this paper,we attempt to quantify the amount of cohesion in classes and components via a suite of object-oriented design *** paper proposes four object-oriented design metrics to evaluate cohesion at the class and component *** metrics are augmented based on different definitions of *** metrics are normalized to produce values in the range [0..1],thus yielding more meaningful values than other cohesion metrics such as LCOM1 and *** proposed metrics attempt to evaluate whether an artifact (*** or component) represents one abstraction (good) or multiple abstractions (bad).If the artifact represents multiple abstractions,it should be split up into multiple artifacts (*** and components).

关键词： cohesion,coupling,design metrics,object-orientation

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