• Title/Summary/Keyword: reading rate

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A Study on Improvement of Buffer Cache Performance for File I/O in Deep Learning (딥러닝의 파일 입출력을 위한 버퍼캐시 성능 개선 연구)

  • Jeongha Lee;Hyokyung Bahn
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.24 no.2
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    • pp.93-98
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    • 2024
  • With the rapid advance in AI (artificial intelligence) and high-performance computing technologies, deep learning is being used in various fields. Deep learning proceeds training by randomly reading a large amount of data and repeats this process. A large number of files are randomly repeatedly referenced during deep learning, which shows different access characteristics from traditional workloads with temporal locality. In order to cope with the difficulty in caching caused by deep learning, we propose a new sampling method that aims at reducing the randomness of dataset reading and adaptively operating on existing buffer cache algorithms. We show that the proposed policy reduces the miss rate of the buffer cache by 16% on average and up to 33% compared to the existing method, and improves the execution time by up to 24%.

A Study on the Technology Measuring Partial Discharge for Long Term Aging Experiments of Insulation Materials (장시간 절연체 열화실험을 위한 부분방전측정기술 연구)

  • Seon, Jong-Ho;Kim, Gwang-Hwa;Park, Jeong-Hu;Jo, Jeong-Su
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.49 no.12
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    • pp.665-672
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    • 2000
  • This paper described the measurement technology to analyze the partial discharge characteristics for long term aging of insulations. This system was consisted of high voltage generation and measurement part, PD detection part, digital conversion and signal processing part. We used the VXI system for digital conversion and signal processing part. In the digital conversion part, we studied the error of partial discharge magnitude and memory capacity for reading digital signal with the sampling rate. In the signal processing part, we showed the program algorithm to count pulses and read peak values of partial discharge. The allowable minimum sampling rate of digizer was decided to 250kS/s through analyzing test. We confirmed that this system was very useful in the study of $\phi-q-n$ characteristics of long term PD experiments with specimens being consisted of internal void defects and CIGRE II electrodes.

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Predicting Scour at Bridge Piers

  • Briaud, Jean-Louis
    • Proceedings of the Korean Geotechical Society Conference
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    • 1999.03a
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    • pp.3-46
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    • 1999
  • A new method called SRICOS is proposed to predict the scour depth z versus time t around a cylindrical bridge pier of diameter D founded in clay. The steps involved are ; 1. taking samples at the bridge pier site, 2. testing them in an Erosion Function Apparatus called the EFA to obtain the scour rate z versus the hydraulic shear stress applied $\tau$, 3. predicting the maximum shear stress r max which will be induced around the pier by the water flowing at ν Ο before the scour hole starts to develop, 4. using the measured z versus r curve to obtain the initial scour rate zi corresponding to r max , 5. predicting the maximum depth of scour zmax for the pier, 6. using zi and zmarx to develop the hyperbolic function describing the scour depth z versus time t curve, and 7. reading the z vs. t curve at a time corresponding to the duration of the flood to find the scour depth which will develop around the pier. A new apparatus is developed to measure the z vs t curve of step 2, a series of advanced numerical simulations are performed to develop an equation for the $\tau$ max value of step 3, and a series of flume tests are performed to develop an equation for the zmax value of step 5. The method is evaluated by comparing predictions and measurements in 42 flume experiments.

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Speech Coarticulation Database of Korean and English ($\cdot$ 영 동시조음 데이터베이스의 구축)

  • ;Stephen A. Dyer;Dwight D. Day
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.3
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    • pp.17-26
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    • 1999
  • We present the first speech coarticulation database of Korean, English and Konglish/sup 3)/ named "SORIDA"/sup 4)/, which is designed to cover the maximum number of representations of coarticulation in these languages [1]. SORIDA features a compact database which is designed to contain a maximum number of triphones in a minimum number of prompts. SORIDA contains all consonantal triphones and vowel allophones in 682 Korean prompts of word length and in 717 English prompt words, spoken five times by speakers of balanced genders, dialects and ages. Korean prompts are synthesized lexicons which maximize their coarticulation variation disregarding any stress phenomena, while English prompts are natural words that fully reflect their stress effects with respect to the coarticulation variation. The prompts are designed differently because English phonology has stress while Korean does not. An intermediate language, Konglish has also been modeled by two Korean speakers reading 717 English prompt words. Recording was done in a controlled laboratory environment with an AKG Model C-100 microphone and a Fostex D-5 digital-audio-tape (DAT) recorder. The total recording time lasted four hours. SORIDA CD-ROM is available in one disk of 22.05 kHz sampling rate with a 16 bit sample size. SORIDA digital audio-tapes are available in four 124-minute-tapes of 48 kHz sampling rate. SORIDA′s list of phonetically-rich-words is also available in English and Korean.

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Effect of Contaminant Source Location on Indoor Air Quality

  • Lee, Hee-Kwan;Kim, Shin-Do
    • Journal of Korean Society for Atmospheric Environment
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    • v.14 no.E
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    • pp.1-7
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    • 1998
  • This paper presents an experimental study for understanding the indoor air quality in a room. A model room, which had a ceiling-mounted supply and a sidewall-mounted exhaust, was used to examine the effect of air exchange rate (AER) and contaminant source location (CSL) as a function of the elapsed time. A tracer gas method, using carbon monoxide tracer, gas analyzers, and a data acquisition system, was applied to study the ventilation air distribution and the tracer removal efficiency, so-called pollutant removal efficiency, in the model room. The experiment was composed of two parts; firstly the AER was varied to examine its effect on the ventilation air distribution and the ventilation effectiveness and secondly both AER and CSL were considered to determine their effect on the pollutant removal efficiency. It was found that the ventilation effectiveness in the model was proportional to AER but not linearly. It was also found that changing the CSL can improve the pollutant removal efficiency. In some cases, the efficiency improvement by increasing AER was achieved by simply changing CSL.

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Experimental Studies for Analyzing Salt Movement and Desalinization Effects on Reclaiming New Manguem Tideland (새만금지구 간석지토양의 염분거동해석 및 제염효과분석을 위한 실험적연구)

  • 구자웅;한강완;서승덕
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.31 no.2
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    • pp.92-103
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    • 1989
  • This study was performed in order to produce the basic data for devising irrigation project and desalinization countermeasure through analyzing salt movement and desalinzation effects. The Desalinization experiments with water management practices were carried out, using the soil samples collected in New Manguem tideland. The changes of electrical conductivity, exchangeable sodium percentage, pH and hydraulic conductivity during the desalinization experiments, and the correlations between various factors influencing desalinization, were analyzed by the statistical method. The results obtained from this study were summarized as follows: 1. The sample soils used in this study were salin-sotlic soils with the high electrical conductivity and the high exchangeable sodium percentage, and the soil texture was silt loam. 2. A large amount of the soluble salts was removed in the begining of desalinization experiments. The initial electrical conductivity and the initial exchangeable sodium percentage decreased considerably in the beginning, and were gradually slow in the rate of decrease 3. The value of pH showed a tendency to increase during the desalinization and were little by little slow in the rate of increase, and could be estimated by the regression equation. 4. The initial hydraulic conductivity were raised greatly with gypsum treatment and the penmeability was maintained adequately, The hydraulic conductivity and the leaching time elapsed during the desalinization could be estimated by the regression equation. 5. The water requirement for desalinization with various water management practices could be estimated for a given electrical conductivity, exchangeable sodium percentage, and pH reading respectively.

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Performance Improvement of STAC Protocol by Grouping the Number of Tags (태그 수 그룹화를 통한 STAC 프로토콜의 성능 개선)

  • Lim, Intaek
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.4
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    • pp.807-812
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    • 2015
  • In RFID system, when multiple tags respond simultaneously, a collision can occur. A method that solves this collision is referred as anti-collision algorithm. In 13.56MHz RFID system of Auto-ID center, STAC protocol is defined as an anti-collision algorithm for multiple tag reading. The PS algorithm divides the tags within the identification range of reader into smaller groups by increasing the transmission power incrementally and identifies them. In this paper, we propose a STAC/PS algorithm that the PS algorithm is applied in the STAC protocol. Through simulations, it is demonstrated that the collision rate for the proposed algorithm is about 50% lower than STAC protocol. Therefore, the STAC/PS algorithm can achieve faster tag identification speed compared with STAC protocol due to the low collision rate.

A Study on the Growth of Pacific Ocean Perch, Sebastes alutus Gilbert, in the Gulf of Alaska (알라스카만산 적어, Sebastes alutus Gilbert의 성장에 관한 연구)

  • ZHANG Chang Ik
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.14 no.3
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    • pp.171-178
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    • 1981
  • The growth of Sebastes alutus was studied by scale reading to check the change of growth rate at the early stage of life. Lee's phenomenon was recognized on the scale measurements except thc first ring radius. No evidence was found to support the change of growth rate at early stage. Von Bert-alanffy's growth equation was estimated with the back-calculated fork lengths, $1_t=357.8(1-e^{-0.6124(t+1.8566)}),\;and\;W_{\infty}=784.4g$

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Cloning and sequencing of p33 in a Korean isolate of Theileria sergenti (러시아범안열원충(Theileria sergenti) 국내 분리주의 33 kDa piroplasm protein 유전자 크로닝 및 염기서열)

  • Gang, Seung-Won;Choe, Eun-Jin;Gwon, Chang-Hui
    • Parasites, Hosts and Diseases
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    • v.35 no.2
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    • pp.105-110
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    • 1997
  • The gene encoding the 33 kDa piroplasm surface protein of Theileria sergenti isolated in Korea was cloned and the nucleotide sequence was determined by dideoxy chaill termination method. The cloned gene corresponds to 869 bps encoding an open reading frame of 283 amino acids. Comparison of the sequence between Korean and .Tapanese isolates showed 99.4% homology rate in the nucleotide sequence and 98.9% homology rate in the amino acid sequence.

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Prosodic pattern of the children with high-functioning autism spectrum disorder according to sentence type (문장유형에 따른 고기능 자폐스펙트럼장애 아동의 운율 특성)

  • Shin, Hee Baek;Choi, Jieun;Lee, YoonKyoung
    • Phonetics and Speech Sciences
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    • v.8 no.2
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    • pp.65-71
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    • 2016
  • The purpose of this study is to examine the prosodic pattern of the children with high functioning autism spectrum disorder(HFASD) according to sentence type. The participants were 18 children aged from 7 - 9 years; 9 children with HFASD and 9 typical development children(TD) of the same chronological age with HFASD children. Sentence reading tasks were conducted in this study. Seven interrogative sentences and 7 declarative sentences were presented to the participants and were asked to read the sentences three times. Mean values of F0, F0 range, intensity, speech rate and pitch contour were measured for each sentence. The results showed that for F0 range, significant main effect and interaction effect were observed in the subject group and sentence type. There were significant differences in intensity, mean F0, speech rate, pitch contour across sentence types. The results of this study indicated that HFASD showed no difference in intonation across sentence types. Speakers' intention may have a negative effect on pragmatic aspects. These results suggest that the assessment and intervention of prosody be important for HFASD.