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빅데이터 환경에서 MongoDB와 MySQL의 CRUD 연산의 성능 연구 설계 (Performance study design of CRUD operation of MongoDB and MySQL in big data environment)

  • 서정연;전은광;채민수;이화민
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2017년도 춘계학술발표대회
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    • pp.854-856
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    • 2017
  • 최근 들어 모바일 디바이스의 발전으로 인해 생성되는 데이터의 종류는 다양해지고, 양은 방대해지고 있다. 이렇게 생성된 방대한 양의 데이터를 빅데이터라고 한다. 빅데이터들은 기존의 데이터 처리 방법과 다른 방법으로 처리되어야한다. 빅데이터 처리의 대표적인 방법인 관계형데이터베이스시스템(RDBMS)와 NoSQL 방법 중 대표적인 방법인 MySQL과 MongoDB의 데이터를 모델링한다. 설계된 데이터를 바탕으로 보다 편하고 알맞게 데이터베이스시스템 성능평가를 수행한다.

MySQL 데이터베이스에서 데이터 속성에 따른 적절한 암호화 기법의 적용에 관한 연구 (Study on adoption of suitable encryption scheme according to data properties on MySQL Database)

  • 신영호;류재철
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2010년도 한국컴퓨터종합학술대회논문집 Vol.37 No.1(D)
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    • pp.77-80
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    • 2010
  • 최근 개인정보 및 민감한 데이터에 대한 불법적인 접근 및 유출로 인하여 사회적 문제를 야기하고, 이에 따른 경제적인 파급효과와 함께 개인정보 및 민감한 데이터에 대한 보안에 대한 관심이 더욱 증가하고 있다. 또한 법령상으로도 개인의 주민등록번호, 계좌번호, 패스워드 등 개인정보가 포함된 DB에 대하여 데이터를 암호화하여 저장, 관리하도록 규정하고있다. 본 논문에서 공개 데이터베이스인 MySQL에서 이러한 개인정보 및 민감한 데이터에 대한 암호화를 통하여 데이터를 저장, 관리하는데 있어서 데이터의 속성에 따라 적절한 암호화 기법을 사용함으로써 암호화를 통한 데이터보호와 함께 속도 등의 성능상의 오버헤드와 운영, 관리상의 효율을 높이기 위하여 지원하는 암호화 기법에 대하여 알아보고, 암호화 기법별로 성능을 시험하여 데이터의 속성에 따른 최적의 암호화 방식의 적용에 대한 방안을 제시한다.

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Sources of Inducing Shame versus Anger at In-group Failure and Consumption Type

  • CHOI, Nak-Hwan;SHI, Jingyi;WANG, Li
    • 유통과학연구
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    • 제18권2호
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    • pp.79-89
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    • 2020
  • Purpose: This research aimed at exploring the antecedents of feeling ashamed and anger when customers perceive the rightness of object of criticism induced from in-group failure triggered due to my mistake or others' mistake, and identifying the effects of shame and anger on customers' consumption type. Research design, data and methodology: This research used 2 (failure caused by my mistake versus failure caused by others' mistake) between- subjects design, and collected 353 data through on-line survey, and structural equation model of Amos 21.0 was used to verify the hypotheses developed by reviewing the past literature. Results: First, feeling anger motivates customers to choose compensatory consumption behaviors whereas shame leads people to choose adaptive consumption behaviors. Second, customer's feeling of shame and anger is depending on the perceived rightness of the criticism induced from the failure caused by my mistake or others' mistake. Conclusions: Marketers should notice that even shame and anger are included to negative emotions, customers who feel ashamed are different from customers who feel anger in view of approaching consumption. They should conduct their marketing focused on the adaptive consumption to ashamed consumers and do the marketing based on compensatory consumption to angry consumers.

국외여행상품 비수기 극복방안 연구 (The research regarding the grief flag solution plan of the outside travel goods.)

  • 최동렬;장양례
    • 한국조리학회지
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    • 제7권2호
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    • pp.243-266
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    • 2001
  • In order to attain the research objective which it sees with method of research the literature research which investigates an existing system with triangular position of one concept the relationship literature, a statistical data and information back from data analysis it arranged the data which is necessary in foundation, it applied. Travel ep with direct conversation investigation of the person in charge and experience of the researcher it accomplished a research with character during that time. The research result with afterwords provides a same current events point First. It is a diversification of marketing. Secondth. It is an exhibition and exhibition travel goods wool visitor concentrating. Thirdth. It attempts a travel agency merger anger. Fourthth, goods reservation it sleeps and the pro wool of the on-line travel agency against syen it is. Fifth. Advance reservation discount my execution or it is a customer objective card my introduction. Sixth. Must promote an individual travel goods development and an order travel goods development.

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정면충돌 시험결과와 딥러닝 모델을 이용한 흉부변형량의 예측 (Prediction of Chest Deflection Using Frontal Impact Test Results and Deep Learning Model)

  • 이권희;임재문
    • 자동차안전학회지
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    • 제15권1호
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    • pp.55-62
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    • 2023
  • In this study, a chest deflection is predicted by introducing a deep learning technique with the results of the frontal impact of the USNCAP conducted for 110 car models from MY2018 to MY2020. The 120 data are divided into training data and test data, and the training data is divided into training data and validation data to determine the hyperparameters. In this process, the deceleration data of each vehicle is averaged in units of 10 ms from crash pulses measured up to 100 ms. The performance of the deep learning model is measured by the indices of the mean squared error and the mean absolute error on the test data. A DNN (Deep Neural Network) model can give different predictions for the same hyperparameter values at every run. Considering this, the mean and standard deviation of the MSE (Mean Squared Error) and the MAE (Mean Absolute Error) are calculated. In addition, the deep learning model performance according to the inclusion of CVW (Curb Vehicle Weight) is also reviewed.

EFFECTS OF ATMOSPHERIC WATER AND SURFACE WIND ON PASSIVE MICROWAVE RETRIEVALS OF SEA ICE CONCENTRATION: A SIMULATION STUDY

  • Shin, Dong-Bin;Chiu, Long S.;Clemente-Colon, Pablo
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.892-895
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    • 2006
  • The atmospheric effects on the retrieval of sea ice concentration from passive microwave sensors are examined using simulated data typical for the Arctic summer. The simulation includes atmospheric contributions of cloud liquid water and water vapor and surface wind on surface emissivity on the microwave signatures. A plane parallel radiative transfer model is used to compute brightness temperatures at SSM/I frequencies over surfaces that contain open water, first-year (FY) ice and multi-year (MY) ice and their combinations. Synthetic retrievals in this study use the NASA Team (NT) algorithm for the estimation of sea ice concentrations. This study shows that if the satellite sensor’s field of view is filled with only FY ice the retrieval is not much affected by the atmospheric conditions due to the high contrast between emission signals from FY ice surface and the signals from the atmosphere. Pure MY ice concentration is generally underestimated due to the low MY ice surface emissivity that results in the enhancement of emission signals from the atmospheric parameters. Simulation results in marginal ice areas also show that the atmospheric and surface effects tend to degrade the accuracy at low sea ice concentration. FY ice concentration is overestimated and MY ice concentration is underestimated in the presence of atmospheric water and surface wind at low ice concentration. In particular, our results suggest that strong surface wind is more important than atmospheric water in contributing to the retrieval errors of total ice concentrations over marginal ice zones.

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멀티 홉 통신을 기반한 화학 사고 대응 실시간 원격 모니터링 시스템 (Real-time Remote Monitoring System of Chemical Accident Response based on Multi-hop Communication)

  • 이승철;김남호
    • 한국정보통신학회논문지
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    • 제26권11호
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    • pp.1706-1712
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    • 2022
  • 최근 석유화학 산업단지에서 발생하는 가스누출, 화재 등의 사고로 화학물질에 관한 안전이 더욱 중요시되고 있다. 특히 우리나라의 울산, 여수지역의 산단들은 석유화학 산업에 크게 이바지하고 있어 유익함이 있는 반면에, 화학 누출 사고 등으로 인하여 재해가 발생할 수 있다. 따라서 본 논문에서는 화학 사고 대응을 위해 실외 설비 기준 20[m] 간격으로 센서 노드를 구성하고, TLVs의 8시간 기준(TWA)과 15분 기준(STEL)의 노출 허용농도를 제시하였다. 제안된 시스템은 멀티 홉 통신에서 0.6~0.75[s] 주기로 수집된 데이터를 Python으로 전처리하여 SQL 문을 통해 MySQL 데이터베이스에 저장하였으며, MySQL과 Grafana를 연동하여 저장된 데이터를 5초에 1회씩 갱신하는 실시간 원격 모니터링 시스템을 구현하였다.

DBMS와 결합된 데이터스트림관리시스템을 위한 성능 평가 도구 개발 (Development of the Performance Benchmark Tool for Data Stream Management Systems Combined with DBMS)

  • 김경배
    • 한국컴퓨터정보학회논문지
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    • 제15권8호
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    • pp.1-11
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    • 2010
  • 데이터스트림 관리시스템(DSMS)의 많은 응용분야에서는 단순한 실시간 스트림 데이터의 효율적인 처리뿐만 아니라 기존의 DBMS와 결합하여 데이터마이닝이나 데이터웨어하우징 같은 고급 서비스를 사용자에게 제공하는 것을 요구하고 있다. 본 논문에서는 고급 서비스를 위하여 DSMS와 DBMS를 결합한 시스템의 성능평가를 위한 도구를 개발하였다. 기존 연구 개발된 대표적인 DSMS와 DBMS를 결합하여 네트워크 모니터링 스트림 데이터를 기반으로 통합된 시스템의 성능평가를 수행하였다. 통합된 시스템의 평가를 위하여 JAVA로 통합 시스템 성능 평가 툴을 개발하였으며, 개발 된 툴을 이용하여 DSMS(STREAM, Coral8)와 DBMS(MySQL, Oracle10g)를 결합한 시스템의 성능평가를 수행하였다

사회적 지지모임이 발달지연아 어머니의 부담과 안녕에 미치는 영향 (Effects of a Social Support Group on Burden and Well-being of Mothers of Developmentally Delayed Children)

  • 오가실
    • 대한간호학회지
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    • 제27권2호
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    • pp.389-400
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    • 1997
  • This study examined the effects of group social support on the reduction of burden and increase in well-being of mothers of developmentally delayed children. The research used a one group pre-pose experimental design. The independent variable in the experiment was group social support. Two series of 4-weekly meetings for group social support were conducted by the researcher with the intention of developing a self-help group. The dependent variables were burden and well-being. Well-being was operationalized as physical symptoms and quality of life. Thirty mothers of developmentally delayed infants from the rehabilitation center of a medical center participated in the study. Data were collected by interviews and a self-administered questionnaire. The mean age of the subjects was 29.9 years. Changes of the dependent variables between pre and post tests were compared using the t-test. Even though there was a slight improvement in the scores for the dependent variables, they were not statistically significant. The items, "I resent my baby". "I feel angry about my interactions with my baby", "I feel guilty in my relationship with my baby" showed a significant decrease in burden score and were statistically significant. Symptoms of loneliness, constipation, anxiety, restlessness were less and feeling of happiness was greater after participation in the group social support, than on the pretest. The mothers showed emotional instability and frustrations during the group sessions but their reactions in general were positive. Emotional support, stress management and information provided were identified as the most valuable content of the sessions. However, participation was not active due to the mother's denial, delayed acceptance and /or avoidance of their infants' problems. It can be seen that group social support for the mothers with developmentally delayed children should be provided after infancy when the mothers have time to accept their children's conditions and are ready to receive support. The use of comprehensive instruments which measure burden in both families and mothers needs to be developed for future research.

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