• 제목/요약/키워드: Utilization Rate

검색결과 2,392건 처리시간 0.03초

쿠버네티스에서 분산 학습 작업 성능 향상을 위한 오토스케일링 기반 동적 자원 조정 오퍼레이터 (Dynamic Resource Adjustment Operator Based on Autoscaling for Improving Distributed Training Job Performance on Kubernetes)

  • 정진원;유헌창
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제11권7호
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    • pp.205-216
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    • 2022
  • 딥러닝 분산 학습에 사용되는 많은 도구 중 하나는 컨테이너 오케스트레이션 도구인 쿠버네티스에서 실행되는 큐브플로우이다. 그리고 큐브플로우에서 기본적으로 제공하는 오퍼레이터를 사용하여 텐서플로우 학습 작업을 관리할 수 있다. 하지만 파라미터 서버 아키텍처 기반의 딥러닝 분산 학습 작업을 고려할 때 기존의 오퍼레이터가 사용하는 스케줄링 정책은 분산학습 작업의 태스크 친화도를 고려하지 않으며 자원을 동적으로 할당하거나 해제하는 기능을 제공하지 않는다. 이는 작업의 완료 시간이 오래 걸리거나 낮은 자원 활용률로 이어질 수 있다. 따라서 본 논문에서는 작업의 완료 시간을 단축시키고 자원 활용률을 높이기 위해 딥러닝 분산 학습 작업을 효율적으로 스케줄링하는 새로운 오퍼레이터를 제안한다. 기존 오퍼레이터를 수정하여 새로운 오퍼레이터를 구현하고 성능 평가를 위한 실험을 수행한 결과, 제안한 스케줄링 정책은 평균 작업 완료 시간 감소율을 최대 84%, 평균 CPU 활용 증가율을 최대 92%까지 향상시킬 수 있음을 보여준다.

작부체계(作付體系) 개선(改善)에 관(關)한 조사연구(調査硏究)(I) (Studies on the Improvement of the Cropping System (I))

  • 최창열
    • 농업과학연구
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    • 제10권1호
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    • pp.61-73
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    • 1983
  • 경지(耕地)의 이용율(利用率)을 높이면서 식량작물(食糧作物)의 증산(增産)을 위하여 현행작부체계(現行作付體系)를 개선(改善)할 기초자료(基礎資料)를 얻고자 충남지방(忠南地方)을 도시근교(都市近郊)(대덕(大德) 천원군(天原郡)), 평야지역(平野地域)(논산(論山) 당률군(唐律郡)), 해안지역(海岸地域)(서산(瑞山) 보령군(保寧郡)), 및 산간지역(山間地域)(공주(公州) 청양군(靑陽郡))으로 구분(區分)하여 각(各) 지역별(地域別)로 10호(戶)의 농가(農家)를 선정(選定) 계(計)400호(戶)의 농가(農家)에 대(對)하여 1982년(年)에 재배(栽培)한 전답(田沓)의 작부양식(作付樣式)과 그 이용(利用) 상황(狀況)을 조사분석(調査分析)하였는데 그 결과(結果)를 다음과 같이 요약(要約)한다. 1) 밭의 평균이용율(平均利用率)은 161.9%이었는데 평야지역(平野地域)은 188.9%로 그 이용율(利用率)이 가장 높았고 도시근교(都市近郊)는 152.0%로 가장 낮았다. 2) 밭에서 재배(栽培)된 작목수(作目數)는 32종(種)이었는데 밭의 총식부면적중(總植付面積中) 콩의 재배면적(栽培面積) 비율(比率)이 18.8%로서 가장 높았고 다음은 보리가 15.4%, 고추는 13.1% 그리고 배추가 10.1% 등이었으나 도시근교(都市近郊)에서는 고추, 평야지역(平野地域)과 해안지역(海岸地域)에서는 콩, 산간지역(山間地域)에서는 보리의 재배면적비율(栽培面積比率)이 가장 높았다. 3) 논의 평균이용율(平均利用率)은 115.6%이었는데 도시근교(都市近郊)는 140.0%로 그 이용율(利用率)이 가장 높았고 해안지역(海岸地域)은 108.2%로서 가장 낮았다. 4) 논에서 재배(栽培)된 작목수(作目數)는 12종(種)이었는데 수도(水稻)를 제외(除外)하면 보리의 재배면적(栽培面積)이 가장 넓어서 총식부면적(總植付面積)의 5.0%를 차지하고 있으며 다음은 딸기가 4.0%이었으나 도시근교(都市近郊)에서는 딸기, 기타지역(其他地域)에서는 보리의 재배면적(栽培面積)이 가장 넓었다. 5) 밭의 작부유형(作付類型)은 1년(年)1작형(作型)과 1년(年)2작형(作型)으로 나타났는데 1년(年)2작형(作型)은 다시 작물간(作物間)의 조합(組合)에 따라서 38형(型)으로 분류(分類)되며 기중(其中) 대맥(大麥)+대두형(大豆型)의 재배면적(栽培面積)은 1년(年)2작면적(作面積)의 35.0%를 차지하고 있으나 도시근교(都市近郊)에서는 이 형(型)의 재배면적(栽培面積)이 좁은 반면(反面) 채소류간(菜蔬類間)의 조합면적(組合面積)이 넓었다. 6) 논의 1년(年)2작형(作型)은 다시 6개형(個型)으로 나뉘는데 수도(水稻)+맥류형(麥類型)의 재배면적(栽培面積)이 1년(年)2작면적(作面積)의 42.8%로 가장 높은 비율(比率)을 차지하고 있으나 도시근교(都市近郊)에서는 이 형(型)의 재배면적(栽培面積)이 좁고 수도(水稻)+과채류(果菜類)의 재배면적(栽培面積)이 가장 넓었다. 한편 답이작면적(沓裏作面積)은 1년(年)2작면적(作面積)의 76.3%로서 답전작면적(沓前作面積)보다 현저히 넓었다. 7) 밭의 작부조합(作付組合)에 있어서는 동과(同科) 또는 근록작물(近綠作物)로서 윤작특성(輪作特性)이 근사(近似)한 작물간(作物間)의 불합리(不合理)한 재배조합면적(栽培組合面積)이 19.09ha에 달(達)했다. 8) 밭에서의 식량작물(食糧作物) 재배면적(栽培面積)은 88.92ha인데 반(反)하여 채소류(菜蔬類)는 93.70ha, 그러고 공운작물(工芸作物)이 21.80ha로서 식량작물(食糧作物)의 재배면적(栽培面積)이 채소류(菜蔬類)의 재배면적(栽培面積)보다 좁았다. 9) 1910년(年)부터 1980년(年)까지 연구보고(硏究報告)된 보문중(報文中) 1134건(件)을 분석(分析)한 결과(結果) 우리나라에서의 작부(作付) 체계(體系)에 관(關)한 연구(硏究)는 답이작중심(沓裏作中心)으로 이루어졌고 연구(硏究) 목적(目的)은 14개(個)로 분류(分類)할수 있었는데 파종기(播種期), 파종량(播種量), 시비량(施肥量), 이식기(移植期), 작휴법(作畦法), 파종방법(播種方法) 및 품종선발(品種選拔) 시험(試驗) 등이 대부분(大部分)이었다.

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폭쇄법(爆碎法)을 이용(利用)한 목질계(木質系) Biomass의 종합적(綜合的) 이용(利用)(I) -소나무와 신갈나무 폭쇄재(爆碎材)의 탈(脫)리그닌처리(處理)- (Total Utilization of Woody Biomass by Steam Explosion(I) -Delignification of pine and oak exploded wood-)

  • 이종윤;장준복;양재경
    • Journal of the Korean Wood Science and Technology
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    • 제20권3호
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    • pp.11-20
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    • 1992
  • Steam explosion is one of the most effective pretreatment for fractionating wood. This leads to the total utilization of wood basic components; cellulose, hemicellulose and lignin. The amount of sugar and lignin extracted with the hot water method was very low. The lignin content of residues after extraction with using a sodium hydroxide treatment, increased delignification of carbohydrate as the concentration of alkali was increased. Oak, pretreated with steam exploded at 25kg/$cm^2$ for 6 min. then 1% alkali for 2hrs. showed a delignification rate up to 95%. A sodium chlorite treatment of steam exploded pine and oak also afforded a high deligninfication effect. Pine, treated 10% sodium chlorite for 2hrs. showed high delignification. However, by using a sodium hydroxide treatment, a 2% retreatment for Ihr. after a 2% for 2hrs. afforded remarkable delignification effect on exploded wood at 30kg/$cm^2$ for 9min. and at 35kg/$cm^2$ for 3-6min. In oak, an initial 2hrs. treatment of 2% sodium chlorite was followed by a second 2hrs. treatment at 10%. This showed a delignification rate of 96%.

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울릉도 주민들의 의료이용 형태 (A Study on the Patterns of Medical Utilization among Inhabitants in Ulnung Island)

  • 임현술;김두희
    • 농촌의학ㆍ지역보건
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    • 제21권2호
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    • pp.243-251
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    • 1996
  • Authors surveyed the inhabitants in Ulnung Island to assess the patterns of medical utilization. One hundred eighty six population(65 male and 121 female) were surveyed with formed questionnaire from Aug. 16 to Aug. 19 in 1994. Results are as follows. 1. The prevalence rate of acute diseases was 19.3%. 2. The prevalence rate of chronic diseases was 35.0%. In classification of chronic disease, the disease of musculoscletal system was the highest(33.9%) and that of digestive system in next order. 3. The first-visit medical facility when disease developed was community health center mainly. The admission care was taken in 37.6%. The 80.0% among location of medical facility for admission care was out of island. The surgical operative care were taken in 19.9%. The 86.5% among location of medical facility for surgical operative care was out of island. 4. Among the contents of dissatisfaction for medical service within island, 'Insufficient equipment' was the highest(35.8%), and 'Insufficient traffic networks' in next order. The results of this study suggest that public health facilities and medical personnel be strengthened and emergency transfer system be secured in Ulnung Island.

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Utilization of Substrate for the In vitro Lipid Synthesis in the Adipose Tissue of Hanwoo Steers

  • Song, M.K.;Sohn, H.J.;Hong, S.K.;Kim, H.C.
    • Asian-Australasian Journal of Animal Sciences
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    • 제14권11호
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    • pp.1560-1563
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    • 2001
  • An ability to utilize the substrates (acetate, glucose and lactate) in the lipid synthesis was measured in vitro with the adipose tissues of 4 locations (subcutaneous, SUBC; intramuscular, INTR; tail and kidney, KIDN) in 12 Hanwoo (Korean native cattle) steers (26 and 28 months of ages, mean body weight 638.6 kg). The rates of lipid synthesis from acetate were higher than those from glucose in SUBC and ITRA adipose tissues, respectively. In contrast, the rates of lipid synthesis from glucose were higher than those from acetate in the adipose tissues of tail and KIDN, respectively. Lactate utilization was lowest in all the locations while that of acetate or glucose had the different trends of utilization in the lipogenesis. The rate of lipid synthesis from acetate was highest in the SUBC adipose tissue but was lowest in the KIDN while that from glucose was also higher in the SUBC adipose tissue than in the other tissue locations. The rate of lipid synthesis from lactate, however, was highest in the tail adipose tissue among the locations.

마이크로가스터빈의 부하에 따른 상용 수소흡장냉동기의 성능 최적화에 관한 연구 (Study on the Performance Optimization of Commercial Metal Hydride Refrigerator Powered by Exhaust Gas from Micro Gas Turbine)

  • 김형식;손화승;최경식
    • 설비공학논문집
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    • 제17권9호
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    • pp.824-829
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    • 2005
  • MHR(Metal Hydride Refrigerator) powered by MGT exhaust gas is investigated to find out the optimum conditions corresponding to MGT operating powers. There are many factors to affect cooling capacity of MHR. In this study, the effect of switching time, flow rate of brine on cooling temperature and capacity is investigated. The present results show (1) hydrogen reaction is saturated with 25 min switching time at 25 kW MGT power, (2) cooling power shows maximum phenomenon with increasing switching time, (3) optimum switching times are 20 minutes for 15kW MGT power and 15 minutes for 20, 25kW MGT power, (4) according to increasing brine flow rate, cooling capacity shows decrease at 15 kW MGT power and changes little at above 20 kW MGT power.

분리판의 채널 높이에 따른 1 kWe 급 고체산화물 연료전지 스택 수치 해석 (Numerical Analysis in a 1 kWe SOFC Stack for Variation of the Channel Height in Separators)

  • 윤호원;김영진;이근우;김현진;윤경식;유지행
    • 한국수소및신에너지학회논문집
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    • 제33권5호
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    • pp.550-556
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    • 2022
  • In this study, the flow uniformity was analyzed by performing numerical analysis on the 1 kWe internal manifold type solid oxide fuel cell stack according to the channel height of the separator. Also, it was examined by varying the fuel utilization rate and oxygen utilization rate. From the calculation results, we found that as the channel height of the separator decreased, the pressure drop increased exponentially. In addition, it was found that as the channel height of the separator decreased, the gas flow resistance inside the unit cell increased, and the flow resistance increased the pressure drop, thereby improving the flow uniformity inside the stack. Finally, the calculation results showed that as the fuel and oxygen utilization increased, the flow uniformity also improved.

Prevalence and Treatment Patterns of Sleep Disorders in the Under 20 Population: analysis using a national health insurance claims database

  • Lee, Jang Won;Hwang, Jinseub;Hyun, Min Kyung
    • 대한약침학회지
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    • 제25권3호
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    • pp.276-289
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    • 2022
  • Objectives: Child and adolescent sleep is an important factor for brain and physical development. Therefore, it is necessary to investigate the prevalence of sleep disorders and nonorganic sleep disorders in children and adolescents and determine the type of utilization of medical institutions. This study analyzed the prevalence and type of medical institutions in Korean children and adolescents with sleep disorders and nonorganic sleep disorders. Methods: This study used data recorded in the Health Insurance Review and Assessment-National Patient Sample (HIRA-NPS) database from 2010 to 2017. Details of medical institution type and patient's sex, age, and treatment type were extracted for patients younger than 20 years with sleep disorders and nonorganic sleep disorders. Results: Among 2,536,478 patients under age 20, we identified 3,772 patients with sleep disorders or nonorganic sleep disorders. From 2010 to 2017, the prevalence of sleep disorders in children and adolescents was 0.07% to 0.09%. The utilization rate of Korean medical institutions was 30.47%. The prevalence of nonorganic sleep disorders and the utilization rate of Korean medical institutions were 0.06% to 0.08% and 45.99%, respectively. Conclusion: The prevalence of sleep disorders and nonorganic sleep disorders in the under-20 population was 0.14% to 0.16%. More than 70% of patients with nonorganic sleep disorder who were younger than 9 years used Korean medical institutions.

ARMA 모델을 이용한 모바일 셀룰러망의 예측자원 할당기법 (Predictive Resource Allocation Scheme based on ARMA model in Mobile Cellular Networks)

  • 이진이
    • 한국항행학회논문지
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    • 제11권3호
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    • pp.252-258
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    • 2007
  • 무선모바일 통신망에서는 사용자의 이동성보장 기술과 사용자가 요구하는 서비스품질(QoS)을 만족시키기 위한 효율적인 무선자원관리기술이 많이 연구되어 왔다. 본 연구에서는 시계열 예측기법(Time series prediction) 인 ARMA(Auto Regressive Moving Average) 모델을 이용하여 사용자가 요구하는 자원의 양을 예측하여 동적으로 자원을 할당함으로써 사용자의 이동성에 따른 QoS를 보장할 수 있는 자원할당방법을 제안한다. 제안한 방법은 ARMA 예측모델을 사용하여 이전에 핸드오프연결이 사용한 채널 수를 기초로 앞으로 필요로 하는 채널 수를 예측하여 예약함으로써 원하는 핸드오프 손실률에서 서비스가 이루어지도록 한다. 시뮬레이션을 통하여 기존의 RCS(Reserved channel scheme) 방법과 비교하여 핸드오프 연결의 손실률과 자원의 이용률에서 우수함을 보인다.

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국내 TBM굴진속도 산정을 위한 경험적 방법들의 적용성 분석 (Applicability Analysis of Empirical Methods for the Calculation of TBM Advance Rate)

  • 조만섭;우동찬;김경곤;이진무
    • 터널과지하공간
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    • 제13권4호
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    • pp.260-269
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    • 2003
  • In order to introduce to engineers the suitable calculation techniques of TBM advance rate (ad.) and ultimately promote to understand the designing process, this study was carried out. We analyzed the 17 bored data of TBM which applied to the roadway and water supply tunnels in Korea. From this analysis, it was able to how that the average utilization is 30.83% md the correlation equation of Ad and TBM´s diameter (D) is Ad(m/month) = 506.05ㆍ $e^{-0.1162}$$\times$D than the correlation coefficient ($R^2$) is 0.76. In the object of the W tunnel of Seoul-Busan highspeed railway, the Ad of TBM 5.0mø was analyzed by the variety of empirical models and upper correlation equation. Average Ad of the empirical models was calculated to be larger than one of the upper equations. But considering only the results of 3.0~5.0mø TBM in the 17 bored data, the average Ad by the models belongs to the similar range of bored data. Therefore, when the reliability and representative of parameters are decreased, a reliability test should be carried out through the comparison a variety of empirical models with the upper correlation equation.