• Title/Summary/Keyword: 코드자동생성

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Hardware and Software Co-Design Platform for Energy-Efficient FPGA Accelerator Design (에너지 효율적인 FPGA 가속기 설계를 위한 하드웨어 및 소프트웨어 공동 설계 플랫폼)

  • Lee, Dongkyu;Park, Daejin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.1
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    • pp.20-26
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    • 2021
  • Recent systems contain hardware and software components together for faster execution speed and less power consumption. In conventional hardware and software co-design, the ratio of software and hardware was divided by the designer's empirical knowledge. To find optimal results, designers iteratively reconfigure accelerators and applications and simulate it. Simulating iteratively while making design change is time-consuming. In this paper, we propose a hardware and software co-design platform for energy-efficient FPGA accelerator design. The proposed platform makes it easy for designers to find an appropriate hardware ratio by automatically generating application program code and hardware code by parameterizing the components of the accelerator. The co-design platform based on the Vitis unified software platform runs on a server with Xilinx Alveo U200 FPGA card. As a result of optimizing the multiplication accelerator for two matrices with 1000 rows, execution time was reduced by 90.7% and power consumption was reduced by 56.3%.

Advanced CBS (Cost Breakdown Structure) Code Search Technology Applying NLP (Natural Language Processing) of Artificial Intelligence (인공지능 자연어 처리 기법을 이용한 개선된 내역코드 탐색방법)

  • Kim, HanDo;Nam, JeongYong
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.44 no.5
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    • pp.719-731
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    • 2024
  • For efficient construction management, linking BIM with schedule and cost is essential, but there are limits to the application of 5D BIM due to the difficulty in disassembling thousands of WBS and CBS. To solve this problem, a standardized WBS-CBS set is configured in advance, and when a new construction project occurs, the CBS in the BOQ is automatically linked to the WBS when a text most similar to it is found among the standard CBS (Public Procurement Service standard construction code) of the already linked set. A method was used to compare the text similarity of CBS more efficiently using artificial intelligence natural language processing techniques. Firstly, we created a civil term dictionary (CTD) that organized the words used in civil projects and assigned numerical values, tokenized the text of all CBS into words defined in the dictionary, converted them into TF-IDF vectors, and determined them by cosine similarity. Additionally, the search success rate increased to nearly 70 % by considering CBS' hierarchical structure and changing keywords. The threshold value for judging similarity was 0.62 (1: perfect match, 0: no match).

Development of a Testing Environment for Parallel Programs based on MSC Specifications (MSC 명세를 기반으로 한 병렬 프로그램 테스팅 환경의 개발)

  • Kim, Hyeon-Soo;Bae, Hyun-Seop;Chung, In-Sang;Kwon, Yong-Rae;Chung, Young-Sik;Lee, Byung-Sun;Lee, Dong-Gil
    • Journal of KIISE:Computing Practices and Letters
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    • v.6 no.2
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    • pp.135-149
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    • 2000
  • Most of prior works on testing parallel programs have concentrated on how to guarantee the reproducibility by employing event traces exercised during executions of a program. Consequently, little work has been done to generate test cases, especially, from specifications produced from software development process. In this research work, we devise the techniques for deriving test cases automatically from the specifications written in Message Sequence Charts(MSCs) which are widely used in telecommunication areas and develop the testing environment for performing module testing of parallel programs with derived test cases. For deriving test cases from MSCs, we have to uncover the causality relations among events embedded implicitly in MSCs. For this, we devise the methods for adapting vector time stamping to MSCs, Then, valid event sequences, satisfying the causality relations, are generated and these are used as test cases. The generated test cases, written in TTCN, are translated into CHILL source codes, which interact with a target module to be tested and test the validity of behaviors of the module. Since the testing method developed in this research work extracts test cases from the MSC specifications produced front telecommunications software development process, it is not necessary to describe auxiliary specifications for testing. In audition adapting vector time stamping generates automatically the event sequences, the generated event sequences that are ones for whole system can be used for individual testing purpose.

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A study on the improvement of Auxiliary Power Unit auto-shutdown of T-50 series aircraft based on analysis of ECU response characteristics (ECU 응답특성 분석을 통한 T-50 계열 항공기 보조동력장치 자동 꺼짐 개선에 관한 연구)

  • Park, Sung-Jae;Yoo, In-Je;Choi, Su-Jin;Lee, Dong-Ki
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.3
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    • pp.640-646
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    • 2017
  • A GEN TEST of the auxiliary power unit of a T-50 series aircraft is performed as part of the operational test of its emergency power system on the ground before flight. At this time, the auxiliary power unit should be automatically turned off via the response signal of the ECU when power is not normally supplied to the emergency power system. If the correct operation of the emergency power system cannot be confirmed on the ground, it is not possible to proceed with the flight. This kind of defect is a major factor causing the operation rate of the aircraft to be decreased. The defect code identified by the ECU was confirmed as a defect in the inverter. However, the same defect was found after replacing the inverter. This report presents an improved method of identifying the cause of the defect by analyzing the response characteristics of the ECU and emergency power system and allows the ECU to be recognized as the cause of the defect if the inverter does not generate a voltage within a certain time. Also, the application of the improved method confirmed that it can satisfy the output request time of the emergency power system and effectively prevent the auto-shutdown of the auxiliary power unit.

Fault Tolerant Controller Design for Supersonic Advanced Trainer Using Model Following Adaptive Technique (모델추종 적응제어기법을 이용한 초음속 고등훈련기의 고장허용제어기 설계)

  • Kim, Seung-Keun;Lee, Ho-Jin;Yoon, Seung-Ho;Han, Young-Su;Kim, You-Dan;Kim, Chong-Shup;Cho, In-Je
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.37 no.5
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    • pp.464-469
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    • 2009
  • In this study, a new fault tolerant controller based on a model following adaptive technique is applied to the reconfiguration mode of supersonic advanced trainer. The designed controller is applied to the flight control system of high performance aircraft. To verify the performance of the proposed controller, numerical simulations are executed using a non-realtime nonlinear verification tool.

Design and Implementation of code generator to remove the parameter boundary failure in the unit test (단위테스트 중 매개변수 경계오류제거를 위한 코드 자동생성 시스템 설계와 구현)

  • Park, Youngjo;Bang, Hyeja
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.11 no.2
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    • pp.1-10
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    • 2015
  • As programs get more complicated and they are developed by various hands, the possibility that there are program bugs in the code has been increasing. And developers usually run unit tests to find these problems in the code. Besides, the developers are at the pain of getting stability of the code when they have to modify a code very often for clients requirements. In the methodlogy of TDD(Test Driven Development), developers write a unit test code first, and then write a program code for passing the unit test. The unit test must include the boundary condition test the reason why the possibility of occurring the bugs is very high. When failed to pass the test because of the value of a function is incorrect, not existed, out of the range or not matched etc, the program code will return the error code or occur the exception. In the document, the system is designed and implemented in order to insert the generated code automatically or suggest it to the developer, when the boundary condition test is failed. In conclusion, it is possible that the developer will get the code stability by searching the code and checking the code to be omitted automatically through this system.

An Automated Code Generation for Dynamic reconfiguration based on Goal-Scenario (목표 시나리오 기반의 동적 재구성을 위한 코드 자동 생성 기법)

  • Baek, Su-Jin;Sim, Sung-Ho;Song, Young-Jae
    • Journal of Digital Convergence
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    • v.10 no.1
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    • pp.349-355
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    • 2012
  • Today, the computing environments is very complex, so researches that endow a system with the self-healing's ability that recognizes problem arising in a target system are being an important issues. However, the existing methodology, the goal for the new requirements for self-healing system developers to model and analyze the constraints that must be greater efforts. Therefore, in this paper are aware of problems detected by the system to solve the problem is the analysis of goal-based scenarios. In addition, there is a pre and post applying a strategy to be dynamically reconfigured to show you how to self-healing. These proposed new requirements for methodology, self-healing reduces the load on the developer's analysis.

Development of a Rapid Control Prototyping Platform for Engine Control System (엔진 제어시스템을 위한 래피드 콘트롤 프로토타이핑 플랫폼에 관한 연구)

  • 송정현;이우택;선우명호
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.1
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    • pp.160-165
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    • 2003
  • The design and implementation of an engine control system has become an important area in developing a new car, but the implementation of an engine control system is becoming a tedious and time-consuming work as the level of complexity increases. In order to shorten the development cycle of the control system, rapid control prototyping (RCP) technique deserves developers' attention. A new RCP platform has been developed for an automotive engine control application. This prototyping system strictly adheres to the layered architecture of the final production ECU, and separates the automatically generated part of software, or the application area, from the hand coded area, which generally carefully designed and tested because of the hardware dependency and the efficiency of microcontroller. The $Matlab{\circledR}$ tool-chain of Mathworks Inc. has been selected as a base environment in this study. A newly developed Engine Control Toolbox of Real-Time $Workshop{\circledR}$ converts a graphically represented control algorithm into optimized application codes and links them with other parts of the software to generate executable code for the target processor.

A Study on Modeling Tool for Convergence of Smart Appliances (스마트 기기의 컨버전스를 위한 모델링 도구에 관한 연구)

  • Son, Hyun Seung;Kim, Woo Yeol;Kim, R. Young Chul
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.8 no.4
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    • pp.119-125
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    • 2008
  • The traditional way for convergence of smart appliances was software integrations on middleware. It is possible advantage to integrate easily and quickly with this way. But basically the middleware approach is slowly executed as it is huge the size of software. To solve this problem, we suggest a modeling tool for convergence. As we can execute and generate the automatic source code at the design phase with our modeling tool, it is possible to do software integration without the middleware. We use one example of U-Home environment to show the convergence for TV and the door lock system. With our approach, we will be able quickly to develop the convergent products what the customers desire with inexpensiveness, that is, the convergence of smart appliances without the middleware.

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A Study on Environment for Web Applications Design (웹 어플리케이션 설계 환경 개발)

  • 이미경;강병도
    • Proceedings of the Korea Society of Information Technology Applications Conference
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    • 2002.11a
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    • pp.417-422
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    • 2002
  • In recent years, the progress of Network and Web technology is made more demanding and pervasive of Web-based information systems. At the same time, the complexity of web applications has grown significantly. As a result, developers, users, and other stake-holders have become increasingly concerned about the manner in which complex Web-based systems are created as well as the level of system performance quality, and integrity. In this paper, we propose an efficient developing process and modeling environment of the web applications. Also, after modeling web application using the diagrams, web pages are extracted automatically. It is aimed at facilitating the desist implementation and maintenance of large, complex web applications and the reuse of previously gathered design experience.

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