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빅데이터 수집 처리를 위한 분산 하둡 풀스택 플랫폼의 설계
이명호,Lee, Myeong-Ho 한국융합학회 2021 한국융합학회논문지 Vol.12 No.7
In accordance with the rapid non-face-to-face environment and mobile first strategy, the explosive increase and creation of many structured/unstructured data every year demands new decision making and services using big data in all fields. However, there have been few reference cases of using the Hadoop Ecosystem, which uses the rapidly increasing big data every year to collect and load big data into a standard platform that can be applied in a practical environment, and then store and process well-established big data in a relational database. Therefore, in this study, after collecting unstructured data searched by keywords from social network services based on Hadoop 2.0 through three virtual machine servers in the Spring Framework environment, the collected unstructured data is loaded into Hadoop Distributed File System and HBase based on the loaded unstructured data, it was designed and implemented to store standardized big data in a relational database using a morpheme analyzer. In the future, research on clustering and classification and analysis using machine learning using Hive or Mahout for deep data analysis should be continued. 급속한 비대면 환경과 모바일 우선 전략에 따라 해마다 많은 정형/비정형 데이터의 폭발적인 증가와 생성은 모든 분야에서 빅데이터를 활용한 새로운 의사 결정과 서비스를 요구하고 있다. 그러나 매년 급속히 증가하는 빅데이터를 활용하여 실무 환경에서 적용 가능한 표준 플랫폼으로 빅데이터를 수집하여 적재한 후, 정재한 빅데이터를 관계형 데이터베이스에 저장하고 처리하는 하둡 에코시스템 활용의 참조 사례들은 거의 없었다. 따라서 본 연구에서는 스프링 프레임워크 환경에서 3대의 가상 머신 서버를 통하여 하둡 2.0을 기반으로 쇼셜 네트워크 서비스에서 키워드로 검색한 비정형 데이터를 수집한 후, 수집된 비정형 데이터를 하둡 분산 파일 시스템과 HBase에 적재하고, 적재된 비정형 데이터를 기반으로 형태소 분석기를 이용하여 정형화된 빅데이터를 관계형 데이터베이스에 저장할 수 있게 설계하고 구현하였다. 향후에는 데이터 심화 분석을 위한 하이브나 머하웃을 이용하여 머신 러닝을 이용한 클러스터링과 분류 및 분석 작업 연구가 지속되어야 할 것이다.
Zr-0.2Sn-0.8Nb 합금의 부식특성에 대한 Si, Mo 및 Mn 원소의 첨가영향
이명호,최병권,정용환,Lee, Myeong-Ho,Choe, Byeong-Gwon,Jeong, Yong-Hwan 한국재료학회 2002 한국재료학회지 Vol.12 No.3
The Zr-0.2Sn-0.8Nb-X(X = 0~200ppm Si, 0~0.4wt.% Mo and Mn respectively) ingots for test specimens were manufactured by a vacuum arc re-melting method to find out the effect of Si, Mo, and Mn on the corrosion characteristics of the Zr-0.2Sn-0.8Nb alloy. After being heat-treated and rolled repeatedly out to be flat materials, they were finally heat-treated at 51$0^{\circ}C$ for three hours and used as the specimens for corrosion tests. The corrosion behavior of the specimens was studied in both 40$0^{\circ}C$ steam for 200 days and in aqueous 70 ppm LiOH solution at 36$0^{\circ}C$ for 90 days. From the study it was found that Si from 80 to 200 ppm contributed to increasing the corrosion resistance of Zr-0.2Sn-0.8Nb alloy in both steam and LiOH solution. This study also showed that Mn from 0.1 to 0.4% caused to go up the corrosion resistance, whereas Mo played a apart in improving the corrosion resistance only between 0.05 and 0.2 wt.%.
Zr-1.0Nb-xSn 합금의 부식거동에 대한 Sn첨가의 영향
이명호,최병권,정용환,Lee, Myeong-Ho,Choe, Byeong-Gwon,Jeong, Yong-Hwan 한국재료학회 2002 한국재료학회지 Vol.12 No.5
To investigate the corrosion behavior of Zr-1.0Nb-xSn (x=1.0, 1.5, 2.0 and 2.5wt. %)alloy system, the corrosion tests of Zr-1.0Nb-xSn alloys were carried out in steam at $400^{\circ}C$ for 125 days and in 70ppm LiOH solution at $360^{\circ}C$ for 180 days. The matrix microstructures of the test specimens were analyzed using TEM and the oxide structures on the test specimens were analyzed using XRD. It was found from the analyses that the more Sn content the alloy had, the faster it was corroded and with the increase of Sn content in the alloy the fraction of $t-ZrO_2$ to $m-ZrO_2$ was decreased. It was also found that the alloys having more Sn showed more dislocation density than those having less.
다중 충돌 공기제트에서 발포 알루미늄 방열기의 방열 특성 실험
이명호,김서영,이관수,Lee, Myeong-Ho,Kim, Seo-Yeong,Lee, Gwan-Su 대한기계학회 2002 大韓機械學會論文集B Vol.26 No.8
The present experiment investigates the effects of pore density f of aluminum foam heat sinks, the jet-to-jet spacing X and the nozzle plate-to-target surface spacing H of 3$\times$3 square impinging arrays on the averaged Nusselt number. The performance of the aluminum foam heat sinks and the rectangular plate heat sink is evaluated in terms of the enhancement factor. /equation omitted/. The multiple impinging jet with X/d=4.0 displays higher Nusselt numbers than single impinging jet for 12.0$\leq$H/d$\leq$20.0. With the variation of the jet-to-jet spacing, the aluminum foam heat sink of 10 PPI show higher Nusselt numbers than the 20 and 40 PPI aluminum foam heat sinks. Further, the 10 PPI aluminum foam heat sink demonstrates 26% higher enhancement factor than the rectangular plate heat sink in the range of 7000$\leq$Re$\leq$11000.
이명호,정용환,Lee, Myeong-Ho,Jeong, Yong-Hwan 한국재료학회 2000 한국재료학회지 Vol.10 No.11
냉간가공과 베타급냉된 Zr-Sn 합금의 재결정 거동을 미소경도 시험과 미세 조직 관찰 방법에 의해서 조사하였다. 베타급냉 처리된 합금의 재결정은 냉간가공된 합금의 재결정보다 늦게 일어났는데, 이는 냉간 가공에 의해 도입된 축적에너지가 더 높다는 것을 의미한다. 냉간가공재와 베타급냉재의 초기 경도는 동일하지라도 재결정거동은 아주 다르게 나타났다. TEM 조직관찰 결과를 근거로 할 때, 냉간가공재는 subgrain합체에 의해서 재결정이 일어나며 베타급냉재는 응력유기 입계이동에 의해서 재결정이 일어나는 것으로 밝혀졌다. Recrystallization behaviors of cold-worked and $\beta$-quenched Zr-Zn alloys were investigated by the microhardness tests and microscopic examinations. The recrystallization of the $\beta$-quenched alloys was retarded in comparison with that of the cold-worked alloys, suggesting that the stored energy of the cold-worked alloys is larger than that of the $\beta$-quenched alloys. Although initial hardness for the cold-worked and the $\beta$-quenched specimens had an equal value, the recrystallization behaviors were observed to be quite different. Based on the transmission electron microscope(TEM) studies, it was suggested that the recrystallization of the cold-worked specimen would have occurred by subgrain coalescence while that of $\beta$-quenched specimen by strain-induced grain boundary migration.