• Title/Summary/Keyword: 수명주기

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Apache NiFi-based ETL Process for Building Data Lakes (데이터 레이크 구축을 위한 Apache NiFi기반 ETL 프로세스)

  • Lee, Kyoung Min;Lee, Kyung-Hee;Cho, Wan-Sup
    • The Journal of Bigdata
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    • v.6 no.1
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    • pp.145-151
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    • 2021
  • In recent years, digital data has been generated in all areas of human activity, and there are many attempts to safely store and process the data to develop useful services. A data lake refers to a data repository that is independent of the source of the data and the analytical framework that leverages the data. In this paper, we designed a tool to safely store various big data generated by smart cities in a data lake and ETL it so that it can be used in services, and a web-based tool necessary to use it effectively. Implement. A series of processes (ETLs) that quality-check and refine source data, store it safely in a data lake, and manage it according to data life cycle policies are often significant for costly infrastructure and development and maintenance. It is a labor-intensive technology. The mounting technology makes it possible to set and execute ETL work monitoring and data life cycle management visually and efficiently without specialized knowledge in the IT field. Separately, a data quality checklist guide is needed to store and use reliable data in the data lake. In addition, it is necessary to set and reserve data migration and deletion cycles using the data life cycle management tool to reduce data management costs.

Application of Industrial Reliability Technology to Nation Defense Field (민간 신뢰성기술의 국방분야 활용방안)

  • Song, Byeong-Suk;Cho, Jai-Rip
    • Journal of Applied Reliability
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    • v.8 no.2
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    • pp.61-73
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    • 2008
  • Reliability program in one of the most efficient tools for cost saving during the acquisition process including alternatives for design configurations, operation concepts, maintenance concepts. Industrial reliability centers have already equipped with infrastructure such as reliability standards, reliability apparatus. In this study revitalizing plans are proposed to apply industrial reliability technology to national defense technology.

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A study on the accelerated life test for exhaust pipe-welds (배기 파이프 용접부 가속수명시험에 관한 연구)

  • Han, In-Su;Kim, Jong-Il;Kim, Hee-Jin;Hong, Young-Jun
    • Proceedings of the KAIS Fall Conference
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    • 2011.12b
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    • pp.492-495
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    • 2011
  • 본 연구는 가속수명시험을 통해 배기파이프 용접부의 수명평가에 관해 다루고 있다. 배기파이프 용접부는 실차 상태에서 열과 진동이 많이 가는 부분으로 내구에 많이 취약하다. 배기 파이프에 주기적인 하중을 가하여 가속시험하여, 배기파이프 용접부에 대한 신뢰성관련 수명특성을 빠른시간 내에 산출하기 위한 것이다. 적절한 수명분포 및 고장데이터를 수집분석하고 시험방법 과 시험결과를 활용하여 신뢰성 보증 시험시간을 단축하고 제품의 개발단계 및 일정 축소와 시험비용 감소 및 제품의 보증수명증대에 기여할 것이다.

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Estimation of Semiconductor Market, Using NLS Diffusion Model (비선형회귀 확산모형을 이용한 반도체 시장수요 추정)

  • Kim, Gene;Khoe, Kyung-Il
    • Journal of Digital Convergence
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    • v.12 no.3
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    • pp.141-147
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    • 2014
  • Diffusion model is popular research topic in marketing and economy particularly for the areas of model specification and market size forecasting. In particular, Bass model can explain Roger's innovation diffusion and product life cycle through easy mathematical representation and hence the model has been widely used for the explanation of adopting innovative new products and technologies. Nonetheless, there're only a couple of pioneering researches about semiconductor market, using diffusion models. Consequently, we'd utilise NLS approach diffusion model to estimate the market potential of MOSFET, major switching device for power management of system, and explain the process to industry stakeholders and policy makers for delivery of managerial implication with pragmatic purpose.

An Empirical Study on the Effect of R&D Investment on Business Performance by Life Cycle -Focus on China's Small and Medium-sized Enterprises(SME)- (기업수명주기별 연구개발투자가 경영성과에 미치는 영향에 관한 실증연구 -중국 중소상장기업(SME)을 중심으로-)

  • Wang, Lin-Lin;Qing, Cheng-Lin
    • Journal of Digital Convergence
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    • v.17 no.6
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    • pp.43-49
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    • 2019
  • The study divided the life cycle of Chinese companies into three stages from 2011 to 2017, 3,750 small and medium-sized enterprises(SME) used disclosure data to analyze the intensity of R&D investment by company life cycle. The analysis showed that the impact of wealth(ROA) on the performance of R&D investment(RDS) and the next(t) business performance, and research and development investments had a different impact on the company's performance depending on the life cycle of the company. The results of this study are expected to help determine the amount of expenditure related to R&D investment and the time of input of resources in consideration of industrial characteristics and corporate characteristics when making strategic decisions related to R&D investment of companies.

A Study on a Propagation and Lifecycle of Typefaces as a Design Product - Focused on History and Status of Gulim-Chae - (서체의 보급 과정과 디자인 상품으로서의 수명 주기에 관한 연구 - 굴림체의 역사와 현황을 중심으로 -)

  • HAN, SUK HWAN;Kim, Boyeun
    • Journal of Communication Design
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    • v.62
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    • pp.302-311
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    • 2018
  • Fonts are digitized into a file and recognized as a intellectual property by the revision of the design protection act in 2005. Fonts are passed on to the users and are developed into design products. In this study, we have developed a model of font usage system as a design product based on Ahn Se Yoon's brand value system model. Based on the usage system model of the typeface, the lifecycle as a design product of the typeface was defined and analyzed as four different phases (introduction, growth, maturity, and decline.) In this study, To investigate the lifecycle of fonts, we selected the Gulim-chae which is most widely used as digital font files in Korea and are now in decline phase. Through this study, We hope that it will be useful for developing fonts, licensing system, and establishing brand strategies.