• Title/Summary/Keyword: 조절률

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Generative AI Fine-tuning Method for Identifying Deployment Types of BCE Pattern-based Microservice Architecture (BCE 패턴 기반 마이크로서비스 아키텍처의 배치 유형 식별을 위한 생성형 AI 파인튜닝 방법)

  • Daeyeong Cho;Sumin Jeong;Joonseok Park;Keunhyuk
    • Annual Conference of KIPS
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    • 2024.10a
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    • pp.451-454
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    • 2024
  • 마이크로서비스 아키텍처는 마이크로서비스 간 약결합을 통한 높은 확장성과, 개별 배포를 통한 유지보수성을 제공하는 애플리케이션 구축 방법이다. 그러나, 마이크로서비스 아키텍처는 표준적인 배치방식이나 연결 방법이 부족하여, 마이크로서비스 아키텍처의 전문적인 지식 없이 마이크로서비스 단위를 구분하고 약결합 구조를 배치하기에는 어려움이 있다. 따라서, 본 논문에서는 마이크로서비스 아키텍처의 BCE 패턴 기반 배치 방안으로 마이크로서비스의 기능 및 약결합 구조를 생성형 AI로 학습하는 방법을 제시한다. 제안하는 방법에 따라 생성형 AI 모델인 GPT-3.5-turbo를 바탕으로 파인튜닝 한 결과 파인튜닝 모델을 활용한 배치 정답률이 14% 향상되는 것을 확인하였다. 또한, 파인튜닝 학습 요소의 반영률을 조절하여 모델의 비교 평가를 수행한 결과로 f1-score가 0.019 증가한 것을 통해 파인튜닝 요소가 정답을 결정하는 데 필요한 요소임을 확인하였다.

Effects of Shading on Photosynthetic Response and Growth Characteristics in Hydroponics for Wasabi Leaf Production (고추냉이 잎 수경재배시 차광정도가 광합성 특성 및 생육에 미치는 영향)

  • Lee, Joo-Hyun;Nasangargale, T.;Choi, Ki-Young;Lee, Yong-Beom
    • Journal of Bio-Environment Control
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    • v.17 no.1
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    • pp.9-13
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    • 2008
  • The wasabi was planted in glasshouse to investigate the effect shade level (0, 10, 30, 70%) on growth and photosynthetic response. The net photosynthetic rate and stomatal conductance were the highest under 10% shading rate in greenhouse. The lowest transpiration rate was in the non-shading treatment. 70% shading rate significantly reduced in photosynthetic characteristics. The number of leaf was decreased with increasing of shading rate. Leaf and petiole weight was the highest 10% shading and then followed by the non-shading treatment. Number of leaves, leaf, petiole and total weight were severely declined in 70% shading treatment. Shading rate (0%, 10%, and 30%) did not significantly influenced on the leaf length, leaf width and root growth. 10% shading level was the most effective for wasabi leaf production in hydroponics.

A study on the Development of a Drying and Fermentation Process of Domestic Animal Manure;I. Change in Water Content of Pig Manure under Different Drying Condition (가축분(家畜糞) 건조(乾燥) , 발효(醱酵) 복합시설(複合施設) 개발(開發) 연구(硏究);I. 건조방법별(乾燥方法別) 함수율(含水率) 변화(變化))

  • Yun, Sun-Gang;Jung, Kwang-Yong;Woo, Ki-Dae;Yoo, Sun-Ho
    • Korean Journal of Environmental Agriculture
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    • v.13 no.2
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    • pp.216-222
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    • 1994
  • This study was conducted to obtain practical information on the efficient drying of animal manure under the sunny dry condition. The effects of the height of manure pile (5, 10, 15, and 20cm), stirring times (0, 1, 2, and 4 times/day), the addition of dried manure (30%, w/w), and the type of drying bed on the removal of water from fresh pig manure were investigated in a plastic house. Pig manure was dried very well by lowering the height of manure pile and the drying efficiency was the highest at 10cm height. Water evaporation rate was the greatest at the twice stirring per day treatment. The addition of dried manure as bulking material enhanced the water evaporation rate of wet pig manure. The amounts of water removed for 19 days under the condition of 10cm height of manure pile and twice-stirring in spring, summer, autumn and winter were 75.6, 73.3, 54.6 and $32.6kg/1.2m^2$, respectively.

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The Effect of Seedlings Density in Nursery on Biomass Production and Growth Characteristic of Styrax obassia (생육밀도가 쪽동백나무 유묘의 물질생산량과 생장특성에 미치는 영향)

  • Choi, Jeong-Ho;Yoo, Se-Kuel;Lee, Soo-Won;Oh, Seok-Gui
    • Journal of Bio-Environment Control
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    • v.16 no.3
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    • pp.217-221
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    • 2007
  • To provide the basic data essential for developing varieties of broad-leaved tree, the study investigated the utmost growth requirement for the growth characteristic and biomass production in accordance with planting density of Styrax obassia. The planting density of seedling can be a significant factor in contributing growth of seedling for tree growing in general. While growth of tree according to $1m^2$ planting density of Styrax obassia showed an excellent growth in tree height and the root collar diameter from $49no./m^2$, those low planting density showed decreased tendency with tree height growth while increasing the root collar diameter growth. As similar to the growth characteristic, the biomass production showed significant and statistic difference in $49no./m^2$, showing high volume of biomass production which is $3.12{\pm}0.80g$ compare to other processing section and high figure with T/R ratio which is 1.59. The special trait of photosynthetic also showed relatively high photosynthetic rate in $49no./m^2\;and\;64no./m^2$ of Styrax obassia and as the density increase, photosynthetic efficiency decreased. The plant showed stable and physiological planting pattern, displaying the best photosynthetic rate, which was the final metabolism through reserving proper space in the growth and development environment condition. This obstacle of required space essential for growth substantially deteriorated planting and ultimately, it demonstrated lower tendency of photosynthetic rate, which is the highest level of metabolism.

Efficacy and Safety Profile of TS-1 or TS-1/CDDP in Patients with Advanced Gastric Cancer (진행성 위암환자에 있어 TS-1 또는 TS-1/CDDP의 항암효과 및 안정성)

  • Ha,, Tae-Kyung;Kwon, Sung-Joon
    • Journal of Gastric Cancer
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    • v.6 no.3
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    • pp.139-145
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    • 2006
  • Purpose: Although several chemotherapy regimens used against advanced gastric cancer (AGC) have been studied extensively in an attempt to further improve the prognosis of patients, to date, no standard chemo-therapeutic regimens have been established. The aim of this study was to determine the anti-tumor efficacy and safety of TS-1 or TS-1 plus cisplatin (CDDP). Material and Methods: We treated 78 patients with AGC either with $80\;mg/m^{2}$ of TS-1 for 28 days, which was followed by a 2-week rest, or with $80\;mg/m^{2}$ of TS-1 for 21 days and $80\;mg/m^{2}$ of CDDP on day 8 every 5 weeks. Results: Tumor response rates in the neoadjuvant chemotherapy group and in the recurrent or post-palliative surgery group were 87.5% and 32.4%, respectively, and they were 28.6% and 48.4%, respectively, in the TS-1 group and the TS-1 plus CDDP group. The survival rates in the recurrent and the post-palliative surgery group were significantly different according to the degree of tumor response (P=0.0016), but the one-year survival rates according to the kinds of regimens (TS-1 or TS-1/CDDP group) were not significantly different. The incidences of grade 3 or 4 adverse effects in the TS-1 and the TS-1/CDDP groups were 14.3% and 36.8%, respectively. Conclusion: The anti-tumor efficacy and safety of TS-1 and TS-1 plus CDDP in Korean patients with AGC seemed to be high with modest adverse effects, thus suggesting the possible use of this regimen as a standard chemotherapy for gastric cancer.

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Quality Improvement of Oriental Melon and Watermelon Using Bioceramics (바이오 세라믹을 이용한 수박ㆍ참외의 품질 향상에 관한 연구)

  • 송현갑;유영선;이건중
    • Journal of Bio-Environment Control
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    • v.5 no.1
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    • pp.89-97
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    • 1996
  • Oriental melon and watermelon plants were cultivated in the soil treated with bioceramics in a greenhouse during summer season from June 1st to August 20th, 1995. Two application methods were employed, one was a mixed treatment of soil and bioceramics, and the other was a spray treatment of bioceramic solution on the stems and leaves. And two types of bioceramics were also stopped by five levels. In order to analyze the bioceramic effect on oriental melon and watermelon, the growth rate of stems, leaves and fruits were measured in the greenhouse. After harvest, the sweetness of fruits was measured and the freshness of fruits based on the storage period was tested by human taste and smell sense. The results are summarized as follows. 1. The growth rates of stems, leaves and fruits of oriental melon and watermelon were the largest in the bioceramic treatment of No. 3. 2. The density of oriental melon and watermelon was the largest in the bioceramic treatment of No. 3 and No. 2 respectively. 3. The Brix number of watermelon was 10.6 in non-bioceramic treatment and 11.5 in the bioceramic treatment of No. 2, and that of oriental melon was 8.6 in non-bioceramic treatment and 12.3 in the bioceramic treatment of No. 2. 4. The storage duration of watermelon treated with bioceramics was about 50 days in the condition of the ambient temperature of 25-3$0^{\circ}C$.

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Biological and Chemical Characteristics and Trophodynamics in the Frontal Zone in the Southern Waters of Korea (한국 남해 연안전선의 생물$\cdot$화학적 특성 및 영양역학 구조)

  • KANG Young Shil;JEON Kyeong Am
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.32 no.1
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    • pp.22-29
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    • 1999
  • Biological and chemical characteristics and trophodynamics in the frontal zone were investigated in the southern waters of Korea, Temperature, nutrients (dissolved inorganic nitrogen, $PO_4^{3-}-P$, and $SiO_2^{-}-Si$) chlorophyll a and zooplankton were collected and analyzed along the two transects, the frontal zone and the non-frontal zone, in April, 1994. Nutrients were higher in the non-frontal zone than in the frontal zone. But chlorophyll a concentration was high in the frontal zone, particularly at the 20 m depth of the main frontal station (St. TII-2), where was located at the junction between the stratified layer and the non-stratified layer with the lowest nutrients. Zooplankton was more abundant in the frontal zone than in the non-frontal zone, particularly at the innermost station of the frontal zone. Copepods showed high composition rate more than $90\%$ at all stations except the main frontal station (St. TII-2). At the main frontal station (St. TII-2), euphausiids and siphonophores were dominated. Chlorophyll a revealed a significant relationships with $SiO_2^{-}-Si$ in both transects and copepods in the non-frontal zone. Copepods also showed very close relationship with siphonophores in the frontal zone. This suggests that the abundance of copepods could be controlled as bottom-up in the non-frontal zone and as top-down in the frontal zone.

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Residual Energy-Aware Duty-Cycle Scheduling Scheme in Energy Harvesting Wireless Sensor Networks (에너지 생산이 가능한 무선 센서 네트워크에서 잔여 에너지 인지 듀티-사이클 스케줄링 기법)

  • Lee, Sungwon;Yoo, Hongseok;Kim, Dongkyun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39B no.10
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    • pp.691-699
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    • 2014
  • In order to increase network lifetime, duty-cycle MAC protocols which can reduce energy consumption caused by idle listening is proposed for WSNs. In common duty-cycle MAC protocols, each sensor node calculates its duty-cycle interval based on the current amount of residual energy. However, in WSNs with the capability of energy harvesting, existing duty-cycle intervals based on the residual energy may cause the sensor nodes which have high energy harvesting rate to suffer unnecessary sleep latency. Therefore, a duty-cycle scheduling scheme which adjust the duty-cycle interval based on both of the residual energy and the energy harvesting rate was proposed in our previous work. However, since this duty-cycle MAC protocol overlooked the performance variation according to the change of duty-cycle interval and adjusted the duty-cycle interval only linearly, the optimal duty-cycle interval could not be obtained to meet application requirements. In this paper, we propose three methods which calculate the duty-cycle interval and analyse their results. Through simulation study, we verify that network lifetime, end-to-end delay and packet delivery ratio can be improved up to 23%, 44% and 31% as compared to the existing linear duty-cycle scheduling method, respectively.

Comparison of the Rate of Error with the Bisecting Angle Technique and the Paralleling Technique (등각촬영법과 평행촬영법에 따른 실책율 비교)

  • Lee, Yeong-Ae;Jo, Min-jung
    • Journal of dental hygiene science
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    • v.4 no.3
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    • pp.97-102
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    • 2004
  • In order to find out the rate of error according to intraoral standard radiographic techniques, this study analyzed 3,251 standard films, and conducted a questionnaire with 120 Daegu Health College students who have used the bisecting angle technique and the paralleling technique. Followed are the results of the study: 1. The rate of error was the highest in canine from both maxilla and mandible when used by the bisecting angle technique. 2. The rate of error was the highest in premolar from both maxilla and mandible when used by the paralleling technique. 3. The technical error was occurred most frequently in elongation. 4. The rate of error and distortion was higher in the bisecting angle technique than in the paralleling technique. 5. The processing error was occurred most frequently in light film. 6. In applying radiographic techniques, the subjects indicated that the vertical angulation of central radiation in the bisecting angle technique and the oral fixation of film holder in the paralleling technique were the most difficult.

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Effects of Shield Materials on the Growth and Yield Characteristics of Melon Grown inside a Plastic Greenhouse in Summer Season (고온기 멜론 시설재배 시 자재별 차광 효과)

  • Lee, Jae Han;Lee, Jung Sup;Kwon, Joon Kook;Yeo, Kyung Hwan;Bang, Ji Woong;Kim, Jin Hyun;Lee, Choung Keun;Park, Kyoung Sub;Myung, Dong Ju
    • Journal of Bio-Environment Control
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    • v.30 no.4
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    • pp.304-311
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    • 2021
  • This Experiment was conducted to determine the effects of light shield materials when melon grown inside a plastic greenhouse in summer season. The average temperatures were 36.6℃, 34.5℃ and 34.0℃ respectively for the control(non-shield), coating agent, and the white net. The light transmittances were 69% and 75%, respectively inside the greenhouse treated with the coating agent and white net immediately after applicants, compared with that inside the control greenhouse. At the 40 and 80 days after treatment, the light transmittances for the coating agent were 92% and 98%, respectively, indicating it was slowly decomposed and removed, but there was no change in the transmittance for the white net. While the leaf number did not differ among the treatments, the plant height was higher in the white net and shading agent than in control. The weight of the leaves, fresh-weight and dry-weight were no different from that of shading, but it became heavier in the later stages. The marketable fruit yield was increased by 6% for white nets and 5% for the coating agent compared to control, there was no statistical significance. Therefore, coating agent is considered as an effective method to lower temperature during high temperature period, but it is preferable to use it in consideration of cultivation period, because the coating agent is gradually removed.