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Extracting Real-Life Log with Data Perspective in PLM system for Business Process Analysis

Extracting Real-Life Log with Data Perspective in PLM System...

引用

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

作者： Wang Zhaoxia Wang Jianmin Wen Lijie Liu Yingbo School of Software Tsinghua University Beijing China Department of Logistical Information Engineering Logistical Engineering University Chongqing China Key Laboratory of Information System Security Ministry of Education China

Event log is the important starting point of any process analysis technique. Existent business process analysis techniques are applied mainly to manual or simulated logs, considering mainly information about control perspective. In this paper, we first analyze the feature of data perspective of PLM (product lifecycle management) system in manufacturing area, and extend the MXML format to support the log with data perspective information in PLM domain. Subsequently, we introduce an approach of data cleaning to separate the multi-version process information in real-life data set. In the end, we produce real-life log with information about data perspective in PLM system, then, mine the process model from real-life log and evaluate the proposed approach by fitness measuring.

关键词： Data mining Business information analysis Data engineering Cleaning Computer science Laboratories information systems Computer security Data security

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Pathway-Based Microarray Analysis for Defining Statistical Significant Phenotype-Related Pathways: A Review of Common Approaches

Pathway-Based Microarray Analysis for Defining Statistical S...

引用

International Conference on information Management and engineering, ICIME

作者： M.F. Misman S. Deris S.Z.M. Hashim R. Jumali M.S. Mohamad Artificial Intelligence and Bioinformatics Laboratory Department of Software Engineering Faculty of Computer Science and Information System Universiti Teknologi Malaysia Skudai Johor Malaysia

ISBN: (纸本)9781424437740

In this review, we have discussed about approaches in pathway based microarray analysis. Commonly, there are two approaches in pathway based analysis, Enrichment Score and Supervised Machine Learning. These pathway based approaches usually aim to statistically define significant pathways that related to phenotypes of interest. Firstly we discussed an overview of pathway based microarray analysis and its general flow processes in scoring the pathways, the methods applied in both approaches, advantages and limitations based on current researches, and pathways database used in pathway analysis. This review aim to provide better understanding about pathway based microarray analysis and its approaches.

关键词： Linear feedback shift registers Random number generation Shift registers Cryptography Random sequences Feedback circuits State feedback Flip-flops information management Computer science

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Network traffic simulation based on Network Processor

Network traffic simulation based on Network Processor

引用

International Conference on Advanced Technologies for Communications, ATC

作者： Shuai Yuan Gang Zhou Baochao Tian Yi Jin State Key Laboratory of Software Development Environment Beihang University Beijing China National Digital Switching System Engineering & Technological Research Center Information Engineering University Zhengzhou China

Achievements of network traffic simulation provide realistic, feasible and accurate methods of measuring bandwidth, latency, jitter and so on. However as the development of networking technology, traditional manners are becoming insufficient to provide high bandwidth matching the real network, nor accurate statistics characteristic such as self-similarity. In this paper we propose the Network Traffic Simulation platform based on Network Processor (NTS-NP). The platform has achieved: 1) high bandwidth and real-time traffic generation; 2) high precision of self-similarity of the flow, which is now considered to be one of the basic characteristics of network traffic. In our platform, Cavium OCTEON CN3860 is chosen as the core in order to gain the ability of high speed packets assembling and transmitting, and direct control of the interface hardware. ON/OFF aggregation model is implemented to generate self-similarity and a discrete-event driven based algorithm is proposed to improve the traditional implementation of the model. We estimate the Hurst parameter of synthetic traffic by R/S statistics method and wavelet estimator. The validation of the platform is also empirically discussed and proved.

关键词： Telecommunication traffic Traffic control Bandwidth Statistics Communication system traffic control Delay Jitter Character generation Assembly Hardware

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High Bandwidth Real-Time Network Traffic Generation with Self-Similarity

High Bandwidth Real-Time Network Traffic Generation with Sel...

引用

International Conference on Computational Intelligence and software engineering (CiSE)

作者： Shuai Yuan Gang Zhou Yi Jin State Key Laboratory of Software Development Environment Beihang University Beijing China National Digital Switching System Engineering & Technological Research Center Information and Engineering University Zhengzhou China

Network traffic generation has always been a hot spot in network measurement and simulation research. However, traditional methods of generating network traffic are either insufficient in fulfilling bandwidth requirement or matching the characteristics of a real network. In this paper we propose a platform of generating high bandwidth real-time network traffic with self-similarity characteristic. The high bandwidth real-time generating feature guarantees the feasibility and self-similarity characteristic makes the platform more reliable. In the platform, we choose Cavium OCTEON CN3860 as the core and implemented ON/OFF aggregation model in a discrete-event way. The Hurst parameter of synthetic traffic is estimated both by R/S statistics method and wavelet estimator. Although there are differences between two estimators in various kinds of conditions, the validation of the platform is empirically discussed and proved.

关键词： Bandwidth Telecommunication traffic Traffic control Computational modeling Character generation Computer networks Delay Circuit simulation Application specific integrated circuits Hardware

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Comparing Three Algorithms of Implementing ON/OFF Aggregation Model

Comparing Three Algorithms of Implementing ON/OFF Aggregatio...

引用

International Conference on Computational Intelligence and software engineering (CiSE)

ON/OFF aggregation model is one of the efficient and accurate models for self-similar network traffic generation. In this paper we propose and compare three algorithms of implementing ON/OFF aggregation model, based on Cavium OCTEON CN3860 network processor, aimed to achieve high-bandwidth and real-time network traffic generation. The model is implemented in a multi-thread approach, in a token-bucket approach and in a discrete-event approach. The Hurst parameter of synthetic traffic is estimated by wavelet estimator, and the validation of the last algorithm is empirically discussed and proved.

关键词： Traffic control Telecommunication traffic Computational modeling Bandwidth Computer networks Delay Hardware Application specific integrated circuits software algorithms Programming

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A Portable and Efficient User Dispatching Mechanism for Multicore systems

A Portable and Efficient User Dispatching Mechanism for Mult...

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IEEE International Conference on Embedded and Real-Time Computing systems and Applications (RTCSA)

作者： Tang-Hsun Tu Chih-Wen Hsueh Rong-Guey Chang Embedded System and Wireless Network Laboratory Graduate Institute of Networking and Multimedia National Taiwan University Taipei Taiwan System Software Laboratory Graduate Institute of Computer Science and Information Engineering National Chung Cheng University Chiayi Taiwan

ISBN: (纸本)9781424449316

In multicore environment, using multiple threads is a common useful approach to improve application performance. Nevertheless, even in many simple applications, the performance might degrade when the number of threads increases. Users usually impute this phenomenon to the overhead of creation or termination of threads. However, in our observation, the more significant effect is the dispatching of threads. We discuss the problems on using threads, and present a novel user dispatching mechanism (UDispatch) that provides controllability in user space to improve application performance. Since user threads cannot directly control system resources, a virtual device is adopted between user space and operating system for portability and efficiency instead of adding new system calls through kernel modification. We also experiment UDispatch through multithreading multimedia applications. The results show that a skipline application speeds up to 111.3% and 111.6% on a 4-core machine and an 8-core machine, respectively, and an optimized H.264/AVC decoder speeds up to 18.4% on a 4-core machine.

关键词： Dispatching Multicore processing Yarn Degradation Controllability Control systems Operating systems Kernel Multithreading Automatic voltage control

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A Bayesian Net Based Effort Estimation Model for Service Governance Processes

A Bayesian Net Based Effort Estimation Model for Service Gov...

引用

International Conference on information and Computing Science, ICIC

作者： Jun Liu Jianzhong Qiao Shukuan Lin Qian Li College of Information Science and Engineering Northeastern University Shenyang China Key Laboratory of Software System Application and Development Generic Technology Science and Technology Bureau Shenyang China

This paper presents a systematic way of making effort estimation for service oriented software. By outlining major governance processes identified from service oriented best practices, an effort estimation model based on Bayesian net is introduced. Effort estimation method and project application results based on this model have been discussed thereafter.

关键词： Bayesian methods Object oriented modeling Application software Service oriented architecture Resource management Monitoring system testing Solid modeling software systems Best practices

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Dynamic Node Collaboration for Mobile Target Tracking in Wireless Camera Sensor Networks

Dynamic Node Collaboration for Mobile Target Tracking in Wir...

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IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies

作者： L. Liu X. Zhang H. Ma Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia Beijing University of Posts and Telecommunications Beijing China Networking and Information System Laboratory Department of Electrical and Computer Engineering Texas A and M University College Station TX USA

ISBN: (纸本)9781424435128

Compared to the other types of sensor networks, the wireless camera sensor networks can offer much more comprehensive and accurate information in mobile target tracking applications. We propose a dynamic node collaboration scheme for mobile target tracking in wireless camera sensor networks. Unlike the traditional sensing models, we develop a nonlinear localization-oriented sensing model for camera sensors by taking the perspective projection and the observation noises into account. Based on our sensing model, we apply the sequential Monte Carlo (SMC) technique to estimate the belief state of the target location. In order to implement the SMC based tracking mechanism efficiently, we propose a dynamic node collaboration scheme, which can balance the tradeoff between the quality of tracking and the network cost. Our scheme deploys the dynamic cluster architecture which mainly includes the following two components. First, we design a scheme to elect the cluster heads during the tracking process. Second, we develop an optimization-based algorithm to select an optimal subset of camera sensors as the cluster members for estimating the target location cooperatively. Also conducted is a set of extensive simulations to validate and evaluate our proposed schemes.

关键词： Wireless sensor networks Collaboration Target tracking Cameras Intelligent sensors Vehicle dynamics Peer to peer computing Image sensors Sensor phenomena and characterization Sliding mode control

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pService: Towards Similarity Search on Peer-to-Peer Web Services Discovery

pService: Towards Similarity Search on Peer-to-Peer Web Serv...

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International Conference on Advances in P2P systems (AP2PS)

作者： Gang Zhou Jianjun Yu National Digital Switching System Engineering and Technological Research and Development Center China State Key Laboratory of Software Development Environment Beihang University China Computer Network Information Center Chinese Academy and Sciences China

We present the design of pService system for P2P Web services discovery supporting similarity search with its locality-preserving feature based on modified Skip Graph. In pService, the most important property (e.g. service name) of a service is viewed as the indexing key of a peer node. The other properties are extracted as multiattributes which would be mapped into one-dimensional indices using HSFC (Hilbert Space Filling Curve), and assigned to membership vector of the peer node. These two features help to support similarity search in two aspects: peer nodes with similar indexing keys would be distributed neighborly, peer nodes with similar indices will connect to each other through routing table. Our evaluation showed that the pService performs considerable Web services discovery efficiency.

关键词： Peer to peer computing Web services Indexing Routing Hilbert space Filling Search engines Data structures Switching systems Design engineering

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Model Checking Needham-Schroeder Security Protocol Based on Temporal Logic of Knowledge

Model Checking Needham-Schroeder Security Protocol Based on ...

引用

International Conference on Networks Security, Wireless Communications and Trusted Computing, NSWCTC

作者： Xiangyu Luo Yan Chen Ming Gu Lijun Wu School of Software Key Laboratory of Security for Information System of Ministry of Education Tsinghua University Beijing China Department of Computer Science Guilin University of Electronic Technology Guilin China School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu China

ISBN: (纸本)9781424442232

Formal verification approaches can guarantee the correctness of security protocols. In this paper we take the well-known Needham-Schroeder public-key authentication protocol as an example, to show how we can apply the symbolic model checker for multiagent systems MCTK, which is developed by us, to the verification of security protocols. One temporal epistemic property is checked successfully both in the original version and the Lowe's revised version of the Needham-Schroeder protocol. The experimental result shows that our method is an effective way to the verification of security protocol.

关键词： Logic Computer security Cryptographic protocols Communication system security information security Electronic mail Authentication Multiagent systems Cryptography Computer networks

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