• Title/Summary/Keyword: evaluation framework

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BoxBroker: A Policy-Driven Framework for Optimizing Storage Service Federation

  • Heinsen, Rene;Lopez, Cindy;Huh, Eui-Nam
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.1
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    • pp.340-367
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    • 2018
  • Storage services integration can be done for achieving high availability, improving data access performance and scalability while preventing vendor lock-in. However, multiple services environment management and interoperability have become a critical issue as a result of service architectures and communication interfaces heterogeneity. Storage federation model provides the integration of multiple heterogeneous and self-sufficient storage systems with a single control point and automated decision making about data distribution. In order to integrate diverse heterogeneous storage services into a single storage pool, we are proposing a storage service federation framework named BoxBroker. Moreover, an automated decision model based on a policy-driven data distribution algorithm and a service evaluation method is proposed enabling BoxBroker to make optimal decisions. Finally, a demonstration of our proposal capabilities is presented and discussed.

Performance Evaluation of Energy Management Algorithms for MapReduce System (MapReduce 시스템을 위한 에너지 관리 알고리즘의 성능평가)

  • Kim, Min-Ki;Cho, Haengrae
    • IEMEK Journal of Embedded Systems and Applications
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    • v.9 no.2
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    • pp.109-115
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    • 2014
  • Analyzing large scale data has become an important activity for many organizations. Since MapReduce is a promising tool for processing the massive data sets, there are increasing studies to evaluate the performance of various algorithms related to MapReduce. In this paper, we first develop a simulation framework that includes MapReduce workload model, data center model, and the model of data access pattern. Then we propose two algorithms that can reduce the energy consumption of MapReduce systems. Using the simulation framework, we evaluate the performance of the proposed algorithms under different application characteristics and configurations of data centers.

Temporal Stability of Wearer′s Impression Effect - The Accent of Garment Category, Fashion-Level and Wearer′s Body Type - (착용자 인상효과의 시간적 안정성 -의복범주, 유행성, 착용자의 체형 변인을 중심으로 -)

  • 김재숙;김희숙
    • The Research Journal of the Costume Culture
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    • v.10 no.1
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    • pp.28-36
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    • 2002
  • The purposes of the study were to investigate the effect of garment category, fashion-level and wearer's body type on the basis of temporal stability and to extend the contextual framework. The result was as follows 1) On the basis of temporal stability, Korean style, classic style, and large body type have more temporal stability than western style, fashionable style, normal body type. 2) On the basis of temporal stability of impression dimension, impression of appearance knave most temporal stability, next good-bad, next evaluation, next potency, and sociability. 3) In an interaction effect between measuring time and impression of evaluation, western, fashionable, classic style have the greatest interaction effect. In an interaction effect between measuring time and impression of appearance, western style, normal body type have the greatest interaction effect. In an interaction effect between measuring time and impression of good-bad, western, fashionable style have the greatest interaction effect. It is concluded that the results support the context framework on impression formation.

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Investigation of a blind-deconvolution framework after noise reduction using a gamma camera in nuclear medicine imaging

  • Kim, Kyuseok;Lee, Min-Hee;Lee, Youngjin
    • Nuclear Engineering and Technology
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    • v.52 no.11
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    • pp.2594-2600
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    • 2020
  • A gamma camera system using radionuclide has a functional imaging technique and is frequently used in the field of nuclear medicine. In the gamma camera, it is extremely important to improve the image quality to ensure accurate detection of diseases. In this study, we designed a blind-deconvolution framework after a noise-reduction algorithm based on a non-local mean, which has been shown to outperform conventional methodologies with regard to the gamma camera system. For this purpose, we performed a simulation using the Monte Carlo method and conducted an experiment. The image performance was evaluated by visual assessment and according to the intensity profile, and a quantitative evaluation using a normalized noise-power spectrum was performed on the acquired image and the blind-deconvolution image after noise reduction. The result indicates an improvement in image performance for gamma camera images when our proposed algorithm is used.

The embedded software testing Framework using dynamic instrumentation techniques (동적 인스트루멘테이션 기법을 이용한 임베디드 S/W 테스팅 프레임워크)

  • Jeong Doe-Kyun;Shin Seok-Kyoo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.10a
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    • pp.439-443
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    • 2004
  • 최근 임베디드 시스템 기술은 마이크로프로세스의 저가, 소형화, 고성능화에 따라 제품 경쟁력의 핵심이 H/W 생산기술에서 S/W 시험$\cdot$품질보증기술로 이동하고 있다. 그러나 마켓-플레이스의 다양한 임베디드 S/W 아키텍처 및 개발환경은 임베디드 S/W 자동차 시험방법에 대한 제약을 지닌다. 이에 본 논문에서는 동적 인스트루멘테이션(Dynamic Instrumentation)을 기법 및 그에 대한 디자인 프레임워크(Design Framework)를 제시한다. 이러한 동적 인스트루멘테이션 기법을 적용한 프레임워크는 다양한 임베디드 시스템 환경을 추상화(Abstraction)하여 임베디드 S/W 시스템의 신시간 수행과정에서 고품질달성과 관련된 데이터를 수집하고 분석하는데 이용되어질 수 있다.

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myEvalSVC: an Integrated Simulation Framework for Evaluation of H.264/SVC Transmission

  • Ke, Chih-Heng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.1
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    • pp.379-394
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    • 2012
  • The ever-increasing demand for H.264 scalable video coding (H.264/SVC) distribution motivates researchers to devise ways to enhance the quality of video delivered on the Internet. Furthermore, researchers and practitioners in general depend on computer simulators to analyze or evaluate their designed network architecture or proposed protocols. Therefore, a complete toolset, which is called myEvalSVC, for evaluating the delivered quality of H.264/SVC transmissions in a simulated environment is proposed to help the network and video coding research communities. The toolset is based on the H.264 Scalable Video coding streaming Evaluation Framework (SVEF) and extended to connect to the NS2 simulator. With this combination, people who work on video coding can simulate the effects of a more realistic network on video sequences resulting from their coding schemes, while people who work on network technology can evaluate the impact of real video streams on the proposed network architecture or protocols. To demonstrate the usefulness of the proposed new toolset, examples of H.264/SVC transmissions over 802.11 and 802.11e are provided.

Biological Image Edge Extraction Based on Adaptive Beamlet Transform

  • Nguyen, Van Hau;Woo, Kyung-Haeng;Choi, Won-Ho
    • Journal of the Institute of Convergence Signal Processing
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    • v.12 no.2
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    • pp.83-90
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    • 2011
  • In cell biology area, microscopy enables detecting objects inside cells that are stained or fluorescently tagged. It is disadvantageous for observing these objects because of the noisy characteristics of their environmental surrounding. In this paper, a framework is proposed to increase the throughput and reliability for analysis of these images. First, we apply adaptive beamlet transform to extract edges meaningfully followed by orientation, location, and length in different scales. Then, a post-process is implemented to extend and map them onto original image. Our proposed scheme is compared with Canny edge detector and conventional beamlet transform from four evaluation aspects. It produces better results when experiments are conducted on real images. Much better results for observing internal parts make this framework competitive for analysis of cell images.

A Framework of the Convergent Service Development Process in the Public Sector : The Smart Transportation Card Service of Seoul City and the Call for Collaboration Case in Singapore (공공분야 융합 서비스 개발 Framework에 대한 연구 : 서울시 스마트교통카드 서비스와 싱가포르 CFC 사례를 중심으로)

  • Lee, Jin-Hui;Lee, Suke-Kyu
    • Journal of Information Technology Services
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    • v.12 no.2
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    • pp.387-410
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    • 2013
  • Due to the development of information technology, Convergence and Creative Economy became hot issues. For example, products become more intelligent and services are likely to be connected and integrated around core services or provided as bundle solution. Meanwhile products and services are integrated in the context of mutual supplementation, which leads to Servitization of Products and Productization of Services in many industries. Previous studies have addressed Convergence with different terms and definitions such as Convergent, Multicategory Multifunctional Product, Clouding Service, Bundle and so on from one perspective such as consumers, suppliers or technology according to a wide range of academic approaches. Thus, this study attempted to suggest the most typical convergence products released in the convergence environment and categorize those products. Furthermore, this study has pointed out the problems in the New Product Development Framework discussed in the studies on marketing by taking the situation of the public sector into account and then suggested "New Service Development Framework in the Public Sector" that are different from traditional e-Gov. approach basically and will enable the government to create public information service and provide them to enterprises or citizens. It also emphasized the importance of Business Conceptualization Stage in the framework; argued that there is a necessity of an integrative study from the perspective of technology on the basis of the approach from the perspective of marketing and Policy such as a study of consumer behaviors, design and marketing channel and Policy Integration for the development and dissipation; and furthermore suggested the cases-the development/Diffusion of Transportation Card Service in Seoul and CFC (Call for Collaboration) in Singapore-in order to verify the framework. There is a need to supplement New Service Development Framework so it is able to reflect the distinct characteristics of the public sector from the academic perspective and be used as practical guidelines for SI (System Integration) business to shift into IT Service business. Last but not the least, this study has suggested the limitations and the directions for the future studies.

Development of an Analysis Framework for Climate Change Education Programs for Elementary School Students Based on Communities (지역사회 기반 초등학생용 기후변화교육 프로그램 분석틀 개발)

  • Jun-Ho Son;Seonyoung Kim
    • Journal of the Korean Society of Earth Science Education
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    • v.16 no.1
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    • pp.87-102
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    • 2023
  • The purpose of this study is to propose an analytical framework for the essential contents that must be included in a climate change education program for elementary school students based on community issues, which can be used by citizen instructors in the community. To develop the analytical framework, 24 climate environmental education specialists were consulted seven times. The content validity of the final analysis framework was statistically verified using I-CVI and S-CVI coefficients, and the reliability of the expert panel was verified using Fleiss' Kappa coefficient. The final analysis framework consists of three analytical areas (program objectives, program content, program evaluation), seven analysis items, seven analysis indicators, and detailed explanations of the analysis indicators. In particular, by adding detailed explanations for the analysis indicators, the content validity and reliability were increased, and the objective nature of the analysis framework was firmly established. It is expected that the proposed analytical framework for a community-based climate change education program for elementary school students in this study will contribute to the systematic development of the program by citizen instructors.

A Framework for Quality Evaluation of Geospatial Data (Geospatial Data의 품질평가를 위한 Framework)

  • Cho, Gi-Sung
    • Journal of Korean Society for Geospatial Information Science
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    • v.4 no.2 s.8
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    • pp.123-136
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    • 1996
  • Lately, the demand for data standardization become increased to obtain various data jointly along with development of information technology and diversity of society. Thus the research on tile definition and evaluation of data quality indicating accuracy and confidence of geospatial data, is required for this standardization. In this study, by virtue of comparison of definitions and evaluation methods of data quality element being selected from representative countries, the following results were obtained: (1) Application of ISO/TC211's Draft having accepted evaluation standard to KSDTS(Korea Spatial Data Transfer Standard) is desirable for definitions of data quality elements. (2) This study presented the quality evaluation of much more resonable geospatial data accompaning with quality element. Furthermore, this study suggests that this evaluation be applicable to KSDTS and be contained in the digital map product specification of National Geography Institute with more clearness of a report form of data quality evaluation result. (3) Studies on various sampling methods, establishment of AQL(Acceptable Quality Level) suitable for our country, and computer programming which can rapidly and automatically evaluate mass much of data are required.

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