• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권11호
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• pp.3619-3637
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• 2022

Big data analytics offers endless opportunities for operational enhancement by extracting valuable insights from complex voluminous data. Hadoop is a comprehensive technological suite which offers solutions for the large scale storage and computing needs of Big data. The performance of Hadoop is closely tied with its configuration settings which depends on the cluster capacity and the application profile. Since Hadoop has over 190 configuration parameters, tuning them to gain optimal application performance is a daunting challenge. Our approach is to extract a subset of impactful parameters from which the performance enhancing sub-optimal configuration is then narrowed down. This paper presents a statistical model to analyze the significance of the effect of Hadoop parameters on a variety of performance metrics. Our model decomposes the total observed performance variation and ascribes them to the main parameters, their interaction effects and noise factors. The method clearly segregates impactful parameters from the rest. The configuration setting determined by our methodology has reduced the Job completion time by 22%, resource utilization in terms of memory and CPU by 15% and 12% respectively, the number of killed Maps by 50% and Disk spillage by 23%. The proposed technique can be leveraged to ease the configuration tuning task of any Hadoop cluster despite the differences in the underlying infrastructure and the application running on it.

• 인터넷정보학회논문지
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• 제24권1호
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• pp.9-15
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• 2023

SPA(Single-Page Application)는 RESTful API와 통신을 위해 데이터의 변환을 필요로 한다. BFF(Backend for Frontend) 패턴은 이 변환을 서버에서 처리하고 있으나 통신 횟수를 증가시키고 개발과 배포를 어렵게 하는 문제가 있다. 본 연구에서는 SPA의 ViewModel과 RESTful API의 모델을 SPA에서 직접 매핑하는 아키텍처를 제안한다. 제안한 아키텍처는 RESTful API의 문서 모델인 OpenAPI 사양을 이용하여 RESTful API 모델과 ViewModel 간의 매핑 모델을 자동 생성한다. SPA의 통신 컴포넌트는 생성된 모델을 이용하여 RESTful API 데이터와 ViewModel을 자동 변환한다. 사례 연구를 통해 기존 BFF 방식과 비교한 결과 제안한 아키텍처는 BFF에 비해 높은 개발 생산성을 보였고 부하테스트 결과 BFF에 비해 약 6 %이상 낮은 서버 CPU 점유율을 기록하였다.

• 미생물학회지
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• 제23권2호
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• pp.115-121
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• 1985

Lactobacillus casei에 감염하는 독성 phage중 각 분류꾼을 대표하는 5종의 phage (J1, TK93, K1, PD 5 빛 CP 1)와 l 종의 용원 phage (${\phi}$ 1043) 의 핵산의 특성을 바교 검토하였다. 실험한 6 종의 phage는 모두 double S stranded DNA를 갖고 있였으며 J1. TK93, K1 및 ${\phi}$ 1043 DNA의 크기는 약 42Kb, PD5 와 CP1 DNA는 140K Kb정도로 서로 비슷하였다. EcoR 1으로 절단시 J1, TK93, K1, PD5, CP1 및 ${\phi}$1043은 각각 13, 13. 11, 14, 14와 12개의 절편을 갖는 특징적인 절단양식을 보여주었다. J1, TK93 및 ${\phi}$ 1043 DNA에는 cohesive end가 존재 하였고 K1, PD5 빛 CP1 DNA에는 없는 것으로 사료되었다. J1과 TK93 DNA의 제한효소 지도를 작성하여 비교 검토하였으며 이상의 결과로부터 진화적 유연관계를 검토하였다.

• 대한수학회보
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• 제26권2호
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• pp.139-149
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• 1989

pp.Hartman and G. Stampacchia [6] proved the following theorem in 1966: If f:X.rarw. $R^{n}$ is a continuous map on a compact convex subset X of $R^{n}$ , then there exists $x_{0}$ ..mem.X such that $x_{0}$ , $x_{0}$ -x>.geq.0 for all x.mem.X. This remarkable result has been investigated and generalized by F.E. Browder [1], [2], W. Takahashi [9], S. Park [8] and others. For example, Browder extended this theorem to a map f defined on a compact convex subser X of a topological vector space E into the dual space $E^{*}$; see [2, Theorem 2]. And Takahashi extended Browder's theorem to closed convex sets in topological vector space; see [9, Theorem 3]. In Section 2, we obtain some variational inequalities, especially, generalizations of Browder's and Takahashi's theorems. The generalization of Browder's is an earlier result of the first author [8]. In Section 3, using Theorem 1, we improve and extend some known fixed pint theorems. Theorems 4 and 8 improve Takahashi's results [9, Theorems 5 and 9], respectively. Theorem 4 extends the first author's fixed point theorem [8, Theorem 8] (Theorem 5 in this paper) which is a generalization of Browder [1, Theroem 1]. Theorem 8 extends Theorem 9 which is a generalization of Browder [2, Theorem 3]. Finally, in Section 4, we obtain variational inequalities for multivalued maps by using Theorem 1. We improve Takahashi's results [9, Theorems 21 and 22] which are generalization of Browder [2, Theorem 6] and the Kakutani fixed point theorem [7], respectively.ani fixed point theorem [7], respectively.

• 한국추진공학회지
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• 제19권5호
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• pp.52-61
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• 2015

본 연구에서는 가변 입구 안내익과 블리드 공기 스케줄에 따른 터보팬 엔진에서의 천이 성능특성을 수치적으로 분석하였다. 대상 엔진으로 저 바이패스비 혼합 흐름 터보팬 엔진을 선정하였다. 압축기 가변 입구 안내익에 따른 성능 변화를 고려하기 위해 평균 반경 해석법을 이용하여 압축기 성능성도를 도출하고 엔진 해석 프로그램에 입력하였다. 정상상태 조건에서 축류 압축기 서지마진 10%를 만족하도록 회전속도에 따른 가변 입구 안내익과 블리드 공기 스케줄을 각각 도출하였다. 도출된 스케줄을 이용하여 엔진 천이 성능해석을 수행하였다. 엔진 천이 성능해석 수행 결과 가변 입구 안내익을 사용하는 경우가 블리드 공기를 사용하는 경우보다 천이과정에서 높은 서지마진과 낮은 터빈 입구 온도를 보였다.

• Nuclear Engineering and Technology
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• 제52권8호
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• pp.1784-1791
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• 2020

The 14 MeV neutron generator facility is being developed by the Institute for Plasma Research India to conduct the lab scale experiments related to Indian breeding blanket system for ITER and DEMO. It will also be utilized for material testing, shielding experiments and development of fusion diagnostics. Occupational radiation exposure control is necessary for the all kind of nuclear facilities to get the operational licensing from governing authorities and nuclear regulatory bodies. In the same way, the radiation exposure for the 14 MeV neutron generator facility at the occupational worker area and accessible zones for general workers should be under the permissible limit of AERB India. The generator is designed for the yield of 10¹² n/s. The shielding assessment has been made to estimate the radiation dose during the operational time of the neutron generator. The facility has many utilities and constraints like ventilation ducts, accessible doors, accessibility of neutron generator components and to conduct the experiments which make the shielding assessment challenging to provide proper safety for occupational workers and the general public. The neutron and gamma dose rates have been estimated using the MCNP radiation transport code and ENDF -VII nuclear data libraries. The ICRP-74 fluence to dose conversion coefficients has been used for the assessment. The annual radiation exposure has been assessed by considering 500 h per year operational time. The provision of local shield near to neutron generator has been also evaluated to reduce the annual radiation doses. The comprehensive results of radiation shielding capability of neutron generator building and local shield design have been presented in the paper along with detailed maps of radiation field.

• 천문학회지
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• 제24권1호
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• pp.71-94
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• 1991

With the 14 m radio telescope at DRAO and the 4 m at Nagoya University, we have made detailed maps of $^{12}CO$ and $^{13}CO$ emissions from two Barnard objects B133 and B134 in the $J=1{\rightarrow}O$ rotational transition lines. Usual LTE analyses of the CO observations led us to determine the distribution of column densities over an entire area encompassing both globules. Total gas masses estimated from the column density map are $90\;M_{\odot}$ and $20\;M_{\odot}$ for B133 and B134, respectively. The radial velocity of B133 is red shifted with respect to B134 by $0.8\;km\;s^{-1}$, which is too lagre to bind the two clouds as a binary system. We have shown that the usual stability analysis based on the simplified version of virial theorem with the second time-derivative of the moment of inertia term $\ddot{I}$ being ignored could mislead us in determining whether a given cloud eventually collapses or not. The lull version of the scalar virial theorem with the $\ddot{I}$ term is shown to be useful in following up the time-dependent variations of the cloud size R and its streaming velocity $\dot{R}$ as functions of time. Results of our stability analysis suggest that B133 will eventually collapse in $(2{\sim}4){\times}10^6$ years.

• 한국농공학회논문집
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• 제62권1호
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• pp.39-50
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• 2020

The objective of this study was to assess the livestock nonpoint source pollutant impact on water quality in Namgang dam watershed using the HSPF (Hydrological Simulation Program-Fortran) model. The input data for the HSPF model was established using the landcover, digital elevation, and watershed and river maps. In order to apply the pollutant load to the HSPF model, the delivery load of the livestock nonpoint source in the Namgang dam watershed was calculated and used as a point pollutant input data for the HSPF model. The hydrologic and water quality parameters of HSPF model were calibrated and validated using the observed runoff data from 2007 to 2015 at Sancheong station. The R² (Determination Coefficient), RMSE (Root Mean Square Error), NSE (Nash-Sutcliffe efficiency coefficient), and RMAE (Relative Mean Absolute Error) were used to evaluate the model performance. The simulation results for annual mean runoff showed that R² ranged 0.79~0.81, RMSE 1.91~2.73 mm/day, NSE 0.7~0.71 and RMAE 0.37~0.49 mm/day for daily runoff. The simulation results for annual mean BOD for RMSE ranged 0.99~1.13 mg/L and RMAE 0.49~0.55 mg/L, annual mean TN for RMSE ranged 1.65~1.72 mg/L and RMAE 0.55 mg/L, and annual mean TP for RMSE ranged 0.043~0.055 mg/L and RMAE 0.552~0.570 mg/L. As a result of livestock nonpoint pollutant loading simulation for each sub-watersehd using the HSPF model, the BOD ranged 16.6~163 kg/day, TN ranged 27.5~337 kg/day, TP ranged 1.22~14.1 kg/day.

• Applied Biological Chemistry
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• 제50권2호
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• pp.127-131
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• 2007

일련의 새로운 3-benzylidenemyosmine 유도체들의 구조 변화와 미국 바퀴벌래(Periplaneta. americana L.)의 nicotin acetylcholine 수용체 (nAChRs) 사이의 결합 친화력 상수에 관한 정량적인 구조와 활성과의 관계를 분자 홀로그램(H) QSAR 방법으로 검토하였다. 친화력 상수에 관하여 가장 양호한 HQSAR 모델은 분자조각 크기 5${\sim}$8 bin 조건에서 유도된 모델(IV-2)이었다. HQSAR 모델(VI-2)은 높은 예측성(q$^2$=0.507)과 상관성(r$^2_{nev.}$=0.944)에 근거하여 양호한 통계값들을 나타내었다. 그리고 HQSAR 기여도로부터 결합 친화력 상수는 분자내 anabaseine 고리에 의존적이었으며 결합 친화력성이 높은 화합물들이 최적화된 모델(VI-2)에 의하여 설계되었다.

• Bulletin of the Korean Chemical Society
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• 제32권1호
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• pp.251-262
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• 2011

Human ether-a-go-go related gene (hERG) potassium channel blockade, an undesirable side effect which might cause sudden cardiac death, is one of the major concerns facing the pharmaceutical industry. The purpose of this study is to develop an in silico QSAR model which uncovers the structural parameters of T-type calcium channel blockers to reduce hERG blockade. Comparative molecular similarity indices analysis (CoMSIA) was conducted on a series of piperazine and benzimidazole derivatives bearing methyl 5-(ethyl(methyl)amino)-2-isopropyl-2-phenylpentanoate moieties, which was synthesized by our group. Three different alignment methods were applied to obtain a reliable model: ligand based alignment, pharmacophore based alignment, and receptor guided alignment. The CoMSIA model with receptor guided alignment yielded the best results : $r^2$ = 0.955, $q^2$ = 0.781, $r^2_{pred}$ = 0.758. The generated CoMSIA contour maps using electrostatic, hydrophobic, H-bond donor, and acceptor fields explain well the structural requirements for hERG nonblockers and also correlate with the lipophilic potential map of the hERG channel pore.