• 제목/요약/키워드: data architecture

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음성 데이터 전처리 기법에 따른 뉴로모픽 아키텍처 기반 음성 인식 모델의 성능 분석 (Performance Analysis of Speech Recognition Model based on Neuromorphic Architecture of Speech Data Preprocessing Technique)

  • 조진성;김봉재
    • 한국인터넷방송통신학회논문지
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    • 제22권3호
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    • pp.69-74
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    • 2022
  • 뉴로모픽 아키텍처에서 동작하는 SNN (Spiking Neural Network) 은 인간의 신경망을 모방하여 만들어졌다. 뉴로모픽 아키텍처 기반의 뉴로모픽 컴퓨팅은 GPU를 이용한 딥러닝 기법보다 상대적으로 낮은 전력을 요구한다. 이와 같은 이유로 뉴로모픽 아키텍처를 이용하여 다양한 인공지능 모델을 지원하고자 하는 연구가 활발히 일어나고 있다. 본 논문에서는 음성 데이터 전처리 기법에 따른 뉴로모픽 아키텍처 기반의 음성 인식 모델의 성능 분석을 진행하였다. 실험 결과 푸리에 변환 기반 음성 데이터 전처리시 최대 84% 정도의 인식 정확도 성능을 보임을 확인하였다. 따라서 뉴로모픽 아키텍처 기반의 음성 인식 서비스가 효과적으로 활용될 수 있음을 확인하였다.

A Percolation based M2M Networking Architecture for Data Transmission and Routing

  • Lu, Jihua;An, Jianping;Li, Xiangming;Yang, Jie;Yang, Lei
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제6권2호
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    • pp.649-663
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    • 2012
  • We propose a percolation based M2M networking architecture and its data transmission method. The proposed network architecture can be server-free and router-free, which allows us to operate routing efficiently with percolations based on six degrees of separation theory in small world network modeling. The data transmission can be divided into two phases: routing and data transmission phases. In the routing phase, probe packets will be transmitted and forwarded in the network thus multiple paths are selected and performed based on the constriction of the maximum hop number. In the second phase, the information will be encoded, say, with the fountain codes, and transmitted using the paths generated in the first phase. In such a way, an efficient routing and data transmission mechanism can be built, which allow us to construct a low-cost, flexible and ubiquitous network. Such a networking architecture and data transmission can be used in many M2M communications, such as the stub network of internet of things, and deep space networking, and so on.

TRY 방법론에 의한 표준일사량데이터 평가 (Evaluation of Typical Solar Radiation Data by the TRY Methodology)

  • 유호천;이관호;김경률;박소희
    • KIEAE Journal
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    • 제7권6호
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    • pp.23-28
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    • 2007
  • Limited fossil fuels and unstable energy supply are considered as one of the critical problems in architecture requiring large amounts of energy. In order to this challenge, environment-friendly architecture design is required. Clear data should be prepared to apply solar energy to architecture aggressively and properly. This study used FS statistical analysis data regarding average daily solar radiation of Seoul observed over 20 years to find out standard year and standard daily solar radiation. This study also aims to compare and evaluate an appropriate method of selecting a standard year which is too close to measurement value through comparison and analysis with daily solar radiation acquired by applying overseas researchers' suggesting weight factor. As a result, the data nearest to measurement value of daily solar radiation was UK CIBSE TRY(TYPE 2) displaying 0.100in t-statistic index. For UK CIBSE TRY(TYPE 2), weight factor was applied to three climatic elements except relative humidity. TYPE 1 and TYPE 3 recorded 0.343 and 0.367, respectively, showing higher record of t-statistic than TYPE 2. TYPE 1 was calculated through FS statistical value of single data about daily solar radiation with other climatic elements excluded. For TYPE 3, relative humidity was added to TYPE 2. In particular, since TYPE 2 was closer to the measurement value compared to the others, it is necessary to consider relationship with other climate elements if other climate elements are added.

A study on the Development of BIM-based Quality Pre-checking System in Architecture Design Phase

  • Shin, Jihye;Choi, Jungsik;Kim, Inhan
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.284-288
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    • 2015
  • Recently, the mandate on utilizing BIM implemented by public institutions of many countries has great impact on the significantly increasing practices of BIM. The improvement of work efficiency and productivity, which is occurred by BIM adoption, depends on the consistency and accuracy of data. To maximize the benefit of BIM, the interests in BIM data quality have been enlarging all over the world. The BIM data quality pre-check, which is conducted by designer in the design phase, offers opportunities for quality improvement by continuously assessing BIM data. However, BIM quality pre-check is being conducted under arbitrary interpretation of users because of the absence of specific review factors and assessment methods for checking BIM quality. The purpose of this study is to establish an automated BIM quality pre-checking system to improve BIM design quality effectively and efficiently. It could be expected to meet the owner's requirements and to minimize the cost and time occurred additionally from revising and reproducing data by constructing consistency and accuracy of it.

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이완 결합형 다중 프로세서 시스템을 사용한 데이터 플로우 컴퓨터 구조의 병렬 에뮬레이션에 관 한 연구 (A Parallel Emulation Scheme for Data-Flow Architecture on Loosely Coupled Multiprocessor Systems)

  • 이용두;채수환
    • 한국통신학회논문지
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    • 제18권12호
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    • pp.1902-1918
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    • 1993
  • 노이만 계산 모델의 병렬처리 구조는 구조 속성상의 취약성으로 인해 대량 병렬처리 구조로서는 한계가 있다. 데이터 플로우 계상 모델은 소프트웨어적 고 프로그램성과 하드웨어적 높은 개발 가능성을 갖고 있다. 그러나 실제 데이터 플로우 구조에서는 프로그래밍과 실험을 행하고자 할때, 노이만 방식의 기계는 많지만 실제 데이터 플로우 컴퓨터가 없으므로 대단히 어렵다. 본 논문에서는 일반적 재래 병렬처리기계중 하나인 이완결합 다중프로세서 시스템위에서 데이터 플로우 방식의 계산을 수행시킬 수 있는 프로그래밍 환경을 제시하였다. 에뮬레이터는 iPSC/2 하이퍼 큐프를 이용하여 Tagged Token 데이터 플로우 구조를 구축하였다. 본 에뮬레이터는 iPSC/2시스템에서 소프트웨어적 박층 실험으로 프로그래머의 입장에서는 iPSC/2 시스템이 데이터 플로우 주고로서 농작하는 것으로 간주한다. 여러 가지 수치 혹은 비수치 알고리즘을 데이터 플로우 어셈블리어로 구현하여 재래식 C 언어에 의한 것과 프로그램의 성능을 비교하였다. 이로써, 재래식 병렬처리 기계상의 에뮬레이터를 통한 실험적 데이터 플로우 계산을 행할 때 이 프로그래밍 환경의 효율성에 대하여도 검정하였다.

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AP-SDN: Action Program enabled Software-Defined Networking Architecture

  • Zheng Zhao;Xiaoya Fan;Xin Xie;Qian Mao;Qi Zhao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권7호
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    • pp.1894-1915
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    • 2023
  • Software-Defined Networking (SDN) offers several advantages in dynamic routing, flexible programmable control and custom application-driven network management. However, the programmability of the data plane in traditional SDN is limited. A network operator cannot change the ability of the data plane and perform complex packet processing on the data plane, which limits the flexibility and extendibility of SDN. In the paper, AP-SDN (Action Program enabled Software-Defined Networking) architecture is proposed, which extends the action set of SDN data plane. In the proposed architecture, a modified Open vSwitch is utilized in the data plane allowing the execution of action programs at runtime, thus enabling complex packet processing. An example action program is also implemented which transparently encrypts traffic for terminals. At last, a prototype system of AP-SDN is developed and experiments show its effectiveness and performance.

청계천복원사업의 조경설계안 변경 요인 분석 (A Study on the Analysis of Factors for Landscape Architect Scheme Modification for the Restoration Project of Cheonggyecheon)

  • 김유리;양병이
    • 한국조경학회지
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    • 제35권5호
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    • pp.16-28
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    • 2007
  • In this study, the implications for landscape architecture in the restoration Project of Cheonggyecheon will be shown through the analysis of factors for landscape architect scheme modification. The method of study consists of theoretical study, analysis of the plan and design of landscape architecture of the restoration project of Cheonggyecheon, and deduction of implications thereof. The controversial feints included the many difficulties in realizing the productive design of landscape architecture due to the selective collecting of public opinion and the problems of settling the complications, the design limit of the turnkey and MA systems, the lack of hydraulic knowledge and technology and the shortage of vegetation monitoring data and experimental materials. The alternative proposals are as follows: 1) there should be agreement between the government organization and the civil group, 2) in the turnkey bidding for the river restoration projects, the river restoration design based on the volume divided into some parts should be reconsidered in order to maintain consistency in the total design, 3) in order to maintain consistency in the planning policies, MA designs should also be introduced and applied from the first stage of the project through its completion, and 4) data such as the safe water level in case of flooding for the facilities and the vegetation and data in connection with the ecological restoration of river should be accumulated. If these controversies are not settled effectively, the river restoration project will be delayed due to complications with the citizens and wasted time and effort will result from the frequent design changes. In addition, landscape architecture in this kind of restoration project is bound to decrease in the future due to frequent changes in the hydraulic-centered design.

조경 공사 내역서 계산 자동화를 위한 소프트웨어 개발에 관한 연구 (A Study on the Software Development to Automate the Calculation for the Landscape Architecture Construction Cost Estimation.)

  • 이규석;황국웅
    • 한국조경학회지
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    • 제20권2호
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    • pp.106-118
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    • 1992
  • The landscape architecture construction cost estimation includes the repeated calculation and updating. Thus, it is time-consuming, and one of the jobs which needs to be automated first. In Korea, the IBM compatible personal computer(PC) is the most widely used one in the landscape architecture firms. However, the software for landscape architecture construction cost estimation is not being used in the PC environment. Therefore, the purpose of this study is to develop the software which can be used to automate the calculation for the landscape architecture construction cost estimation, and runs in the IBM compatible personal computers(PC). The clipper '88 summer is one of the DBMS software packages, and it has many commands and functions and functions which reduces program lines and makes the programing efficient, especially in the programing work whose total source code lines do not exceed over 10,000 lines. So, it was used in this study. The software developed in the this study was tested using the real data, and it was found that it can be efficiently used in the following jobs. They are: (1) to calculate exactly and rapidly. (2) to use resources repeatedly. (3) to print out the results. (4) to store data files for the future use. The software, as discussed in this paper, reduces the time and efforts to be spent in the calculation for the landscape architecture construction cost estimation compared with the traditional approach using the pocket calculator.

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국내 주요도시의 운량데이터를 이용한 일사산출 (Calculation of Solar radiation based on Cloud Data for Major cities of Korea)

  • 유호천;이관호;박소희
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2008년도 춘계학술발표대회 논문집
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    • pp.142-147
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    • 2008
  • Limited fossil fuels and unstable energy supply are considered as one of the critical problems in architecture requiring large amounts of energy. In order to this challenge, environment-friendly architecture design is required. Especially, Application of solar energy as a clean energy source and one kind of renewable energy. Many sites however are mainly concentrated in the developed countries, and are scarcer within the developing world. Simple radiation estimation models using meteorologically observed input parameters are often used in the applications requiring rough estimations of solar radiation. In this paper, measurements of global solar radiation and cloud data hours in climatological locations in South Korea are used to develop an estimation in solar radiation. The results of measured data are compared with the results obtained from equations, internationally accepted correlations.

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