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Comparative Analysis of Centralized Vs. Distributed Locality-based Repository over IoT-Enabled Big Data in Smart Grid Environment

  • Siddiqui, Isma Farah;Abbas, Asad;Lee, Scott Uk-Jin
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2017년도 제55차 동계학술대회논문집 25권1호
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    • pp.75-78
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    • 2017
  • This paper compares operational and network analysis of centralized and distributed repository for big data solutions in the IoT enabled Smart Grid environment. The comparative analysis clearly depicts that centralize repository consumes less memory consumption while distributed locality-based repository reduce network complexity issues than centralize repository in state-of-the-art Big Data Solution.

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대학 학과기록의 디지털 리포지터리 플랫폼 구축 (Building a Digital Repository Platform for Academic Department Records)

  • 조용훈;서은경
    • 한국기록관리학회지
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    • 제16권3호
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    • pp.209-233
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    • 2016
  • 대학의 학과기록은 대학기록관 부재로 인하여 또는 대학기록관이 있다 할지라도 관리영역 밖으로 인지되어 체계적인 수집 및 보존이 안 되어왔다. 본 연구는 학과기록을 보다 용이하게 수집하고 보존하며 이러한 학과기록에 개방적 접근이 가능하도록 하는 방안으로 학과기록 리포지터리 플랫폼을 구축하고자 한다. 먼저 대학에서의 학과기록 실태를 파악하기 위하여 국립대학과 사립대학 소속 70명의 학과조교와 32개 대학의 대학기록관 담당자를 대상으로 학과기록의 생산과 보유 현황, 학과기록의 기술요소, 학과기록에 대한 인식을 조사하였다. 이를 바탕으로 학과기록 관리를 위한 26개 기술항목을 선정하였고 OAK 리포지터리 환경을 기반으로 데이터베이스 및 기능설계를 수행하였다. 그 결과 로그인 관리 기능, 파일등록 기능, 검색 기능, 브라우징 기능을 갖춘 학과기록 리포지터리 플랫폼인 'DRRU(Department Records Repository in the University)'를 구축하였다. 제안된 'DRRU'는 실험데이터 검증을 통하여 각 구성된 기능 및 인터페이스가 적합하게 구현된 것으로 확인되었다.

Comparison of proliferation resistance among natural uranium, thorium-uranium, and thorium-plutonium fuels used in CANada Deuterium Uranium in deep geological repository by combining multiattribute utility analysis with transport model

  • Nagasaki, Shinya;Wang, Xiaopan;Buijs, Adriaan
    • Nuclear Engineering and Technology
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    • 제50권5호
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    • pp.794-800
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    • 2018
  • The proliferation resistance (PR) of Th/U and Th/Pu fuels used in CANada Deuterium Uranium for the deep geological repository was assessed by combining the multiattribute utility analysis proposed by Chirayath et al., 2015 with the transport model of radionuclides in the repository and comparing with that of the used natural U fuel case. It was found that there was no significant advantage for Th/U and Th/Pu fuels from the viewpoint of the PR in the repository. It was also found that the PR values for used nuclear fuels in the repository of Th/U, Th/Pu, and natural U was comparable with those for enrichment and reprocessing facilities in the pressurized water reactor (PWR) nuclear fuel cycle. On the other hand, the PR values considering the transport of radionuclides in the repository were found to be slightly smaller than those without their transport after the used nuclear fuels started dissolving after 1,000 years.

전산유체학을 이용한 고준위 방사성 폐기물 처분장의 자연환기량에 의한 온도예측 (A Study on the Prediction of HLW Temperature from Natural Ventilation Quantity using CFD)

  • 노장훈;유영석;장승현;박선오;김진
    • 터널과지하공간
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    • 제22권6호
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    • pp.429-437
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    • 2012
  • 본 연구에서는 고준위 방사성 폐기물 처분장의 특징인 높은 고도차와 온도차이로 인해 발생하는 자연환기량을 바탕으로 처분터널내 온도를 전산유체학을 활용하여 예측하였다. 선행된 연구에서 Hydrostatic method와 CFD를 활용하여 자연환기량을 정량적으로 평가한 결과 상당히 큰 자연환기량이 발생이 됨을 확인하였다. 이러한 결과를 바탕으로 폐기물 발열량에 따라 발생되는 자연환기량으로 인한 처분터널내 온도예측을 실시하였으며, 처분장을 크게 심지층 처분장과 지상처분장으로 나누어 온도예측을 실시하였다. 해석결과 심지층 처분장은 암반으로의 열전달과 충분한 자연환기량의 발생으로 처분장내 온도 제어에 효과적인 반면에, 지상처분장의 경우 외부온도의 영향을 크게 받고 충분한 자연환기량을 발생시키지 못하여 온도제어에는 불리함을 확인하였다. 또한 심도 200 m 심지층 처분장의 경우 심도 500 m까지 약 $10^{\circ}C$정도의 열이 전달됨을 확인하였다. 즉, 국내에 건설예정인 고준위 방사성 폐기물 처분장을 온도제어에 중점을 두고 설계한다면 지상처분장보다는 심지층 처분장이 타당한 것으로 연구되었다.

Estimating the Impacts of Investment in a National Open Repository on Funded Research Output in South Korea

  • Hwang, Hyekyoung;Seo, Tae-Sul;Han, Yong-Hee;Ko, Sung-Seok
    • Journal of Information Science Theory and Practice
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    • 제7권1호
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    • pp.39-51
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    • 2019
  • Open access is a paradigm whereby the electronic versions of scholarly publications are made freely accessible without any restrictions. It is actively promoted globally and is also promoted domestically in accordance with this global trend. However, there is a growing need to evaluate existing activities and to seek policies for the steady spread of open access. This study examines the necessity of switching to a national repository from existing institutional repositories through policy direction analysis of open repositories. We examined domestic open access policies by analysing various overseas cases and the situation in South Korea. Finally, we determined the validity of investment in a national repository by analysing its social and economic impacts using the modified Solow-Swan model. The main parameters for applying the modified Solow-Swan model were estimated, and the domestic research and development expenditure was predicted via a regression method. Then, we applied a range of rate of returns to research and development (10% to 50%) to various scenarios and examined the effects of increasing accessibility and efficiency by 1% to 10%. We found that the implementation of a national open access repository in South Korea would have a substantial impact (to the tune of 147 billion won), without considering the potential costs of such a repository. Based on the estimates of the social and economic impact of a national repository, the implementation of a national open access repository in South Korea is economically viable. Besides having beneficial social and economic impacts, a national repository is expected to enhance awareness of open access among Korean researchers and institutions.

Statistical Profiles of Users' Interactions with Videos in Large Repositories: Mining of Khan Academy Repository

  • Yassine, Sahar;Kadry, Seifedine;Sicilia, Miguel Angel
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권5호
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    • pp.2101-2121
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    • 2020
  • The rapid growth of instructional videos repositories and their widespread use as a tool to support education have raised the need of studies to assess the quality of those educational resources and their impact on the quality of learning process that depends on them. Khan Academy (KA) repository is one of the prominent educational videos' repositories. It is famous and widely used by different types of learners, students and teachers. To better understand its characteristics and the impact of such repositories on education, we gathered a huge amount of KA data using its API and different web scraping techniques, then we analyzed them. This paper reports the first quantitative and descriptive analysis of Khan Academy repository (KA repository) of open video lessons. First, we described the structure of repository. Then, we demonstrated some analyses highlighting content-based growth and evolution. Those descriptive analyses spotted the main important findings in KA repository. Finally, we focused on users' interactions with video lessons. Those interactions consisted of questions and answers posted on videos. We developed interaction profiles for those videos based on the number of users' interactions. We conducted regression analysis and statistical tests to mine the relation between those profiles and some quality related proposed metrics. The results of analysis showed that all interaction profiles are highly affected by video length and reuse rate in different subjects. We believe that our study demonstrated in this paper provides valuable information in understanding the logic and the learning mechanism inside learning repositories, which can have major impacts on the education field in general, and particularly on the informal learning process and the instructional design process. This study can be considered as one of the first quantitative studies to shed the light on Khan Academy as an open educational resources (OER) repository. The results presented in this paper are crucial in understanding KA videos repository, its characteristics and its impact on education.

Change of Fractured Rock Permeability due to Thermo-Mechanical Loading of a Deep Geological Repository for Nuclear Waste - a Study on a Candidate Site in Forsmark, Sweden

  • Min, Ki-Bok;Stephansson, Ove
    • 한국방사성폐기물학회:학술대회논문집
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    • 한국방사성폐기물학회 2009년도 학술논문요약집
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    • pp.187-187
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    • 2009
  • Opening of fractures induced by shear dilation or normal deformation can be a significant source of fracture permeability change in fractured rock, which is important for the performance assessment of geological repositories for spent nuclear fuel. As the repository generates heat and later cools the fluid-carrying ability of the rocks becomes a dynamic variable during the lifespan of the repository. Heating causes expansion of the rock close to the repository and, at the same time, contraction close to the surface. During the cooling phase of the repository, the opposite takes place. Heating and cooling together with the, virgin stress can induce shear dilation of fractures and deformation zones and change the flow field around the repository. The objectives of this work are to examine the contribution of thermal stress to the shear slip of fracture in mid- and far-field around a KBS-3 type of repository and to investigate the effect of evolution of stress on the rock mass permeability. In the first part of this study, zones of fracture shear slip were examined by conducting a three-dimensional, thermo-mechanical analysis of a spent fuel repository model in the size of 2 km $\times$ 2 km $\times$ 800 m. Stress evolutions of importance for fracture shear slip are: (1) comparatively high horizontal compressive thermal stress at the repository level, (2) generation of vertical tensile thermal stress right above the repository, (3) horizontal tensile stress near the surface, which can induce tensile failure, and generation of shear stresses at the comers of the repository. In the second part of the study, fracture data from Forsmark, Sweden is used to establish fracture network models (DFN). Stress paths obtained from the thermo-mechanical analysis were used as boundary conditions in DFN-DEM (Discrete Element Method) analysis of six DFN models at the repository level. Increases of permeability up to a factor of four were observed during thermal loading history and shear dilation of fractures was not recovered after cooling of the repository. An understanding of the stress path and potential areas of slip induced shear dilation and related permeability changes during the lifetime of a repository for spent nuclear fuel is of utmost importance for analysing long-term safety. The result of this study will assist in identifying critical areas around a repository where fracture shear slip is likely to develop. The presentation also includes a brief introduction to the ongoing site investigation on two candidate sites for geological repository in Sweden.

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Functional Requirements of Data Repository for DMP Support and CoreTrustSeal Authentication

  • Kim, Sun-Tae
    • International Journal of Knowledge Content Development & Technology
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    • 제10권1호
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    • pp.7-20
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    • 2020
  • For research data to be shared without legal, financial and technical barriers in the Open Science era, data repositories must have the functional requirements asked by DMP and CoreTrustSeal. In order to derive functional requirements for the data repository, this study analyzed the Data Management Plan (DMP) and CoreTrustSeal, the criteria for certification of research data repositories. Deposit, Ethics, License, Discovery, Identification, Reuse, Security, Preservation, Accessibility, Availability, and (Meta) Data Quality, commonly required by DMP and CoreTrustSeal, were derived as functional requirements that should be implemented first in implementing data repositories. Confidentiality, Integrity, Reliability, Archiving, Technical Infrastructure, Documented Storage Procedure, Organizational Infrastructure, (Meta) Data Evaluation, and Policy functions were further derived from CoreTrustSeal. The functional requirements of the data repository derived from this study may be required as a key function when developing the repository. It is also believed that it could be used as a key item to introduce repository functions to researchers for depositing data.

An Efficient Repository Model for Online Software Education

  • Lee, Won Joo;Baek, Yuncheol;Yang, Byung Seok
    • 한국컴퓨터정보학회논문지
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    • 제21권12호
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    • pp.219-226
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    • 2016
  • In this paper, we propose an efficient repository model for online software education. The software education of app development consists of 7 stages: coding & debugging, submit, collaboration, review, validate, deployment, certification. Proposed repository model supports all 7 stages efficiently. In the coding & debugging stage, the students repeat coding and debugging of source. In the submit stage, the output of previous process such as source codes, project, and videos, are uploaded to repository server. In the collaboration stage, other students or experts can optimize or upgrade version of source code, project, and videos stored in the repository. In the review stage, mentors can review and send feedbacks to students. In the validate stage, the specialists validate the source code, project, and the videos. In the deployment stage, the verified source code, project, and videos are deployed. In the certification stage, the source code, project, and the videos are evaluated to issue the certificate.

An Approach to Improve Romanian Geological Repository Planning

  • Andrei, Veronica;Prisecaru, Ilie
    • Nuclear Engineering and Technology
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    • 제48권2호
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    • pp.495-504
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    • 2016
  • International standards recommend typical phases to be included within any national program for the development of a geological repository dedicated to disposal of the high level radioactive wastes generated in countries using nuclear power. However, these are not universally applicable and the content of each of these phases may need to be adapted for each national situation and regulatory and institutional framework. Several national geological repository programs have faced failures in schedules and have revised their programs to consider an adapted phased management approach. The authors have observed that in the case of those countries in the early phases of a geological repository program where boundary conditions have not been fully defined, international recommendations for handling delays/failures in the national program might not immediately help. This paper considers a case study of the influences of the national context risks on the current planning schedule of the Romanian national geological repository. It proposes an optimum solution for an integrated response to any significant adverse impact arising from these risks, enabling sustainable program planning.