• Title/Summary/Keyword: Java Programming Language

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Performance Comparison of Python and Scala APIs in Spark Distributed Cluster Computing System (Spark 기반에서 Python과 Scala API의 성능 비교 분석)

  • Ji, Keung-yeup;Kwon, Youngmi
    • Journal of Korea Multimedia Society
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    • v.23 no.2
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    • pp.241-246
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    • 2020
  • Hadoop is a framework to process large data sets in a distributed way across clusters of nodes. It has been a popular platform to process big data, but in recent years, other platforms became competitive ones depending on the characteristics of the application. Spark is one of distributed platforms to enable real-time data processing and improve overall processing performance over Hadoop by introducing in-memory processing instead of disk I/O. Whereas Hadoop is designed to work on Java and data analysis is processed using Java API, Spark provides a variety of APIs with Scala, Python, Java and R. In this paper, the goal is to find out whether the APIs of different programming languages af ect the performances in Spark. We chose two popular APIs: Python and Scala. Python is easy to learn and is used in AI domain in a wide range. Scala is a programming language with advantages of parallelism. Our experiment shows much faster processing with Scala API than Python API. For the performance issues on AI-based analysis, further study is needed.

Integrated Development Environment for Java Native Methods (자바 네이티브 메소드를 위한 통합 개발 환경)

  • Kim, Sang-Hoon
    • The Journal of the Korea Contents Association
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    • v.10 no.7
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    • pp.122-132
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    • 2010
  • As a result of a growing demand for various mobile devices, the demand for application programs on the devices is on the rise. The Java language that is platform-independent rapidly rose as the best programming language for mobile devices. However, the Java has a problem that does not support platform-dependent features needed by the application. To solve this problem, the JNI technology was introduced by Sun Microsystems. Programmers using the JNI to write native methods need to have a lot of knowledge about the JNI and the internal structure of the JVM. Also, the increased load by using a number of JNI functions may decrease software productivity and quality. Demands for tools writing native method without understanding of JNI are progressively increasing. To develop these tools, it is necessary to translate automatically the differences between Java and C/C++. In this study, I suggested a way to overcome differences between both languages and developed JNI editor that is an integrated develope environment on the basis of this.

Study on Tree-Structured Database and Language MUMPS (트리형 데이터베이스 및 언어 MUMPS 활용)

  • Im, Ji-Hyeon;Kim, Jin-Doeg
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2019.05a
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    • pp.108-110
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    • 2019
  • A Database is a collection of data that does not have redundancy, and it is essential to easily use and share information in an information society where the amount of information is increasing. A typical structure of a Database is a relational database and a tree-structure Database. This research studies the programming language MUMPS, which is a tree structure database. This language constructs the database by storing arrays in a dynamic or B-Tree format. Unlike SQL, which must be used in languages such as Java and C #, MUMPS supports language and database independently and can manage data, so the data porting rate is high. In fact, in U.S. hospitals, the MUMPS-based platform has a high market share.

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VIOLA : An Iconic Data-flow Visual Language for Web Applications (VIOLA : 웹 응용 프로그램 개발을 위한 자료흐름 방식의 시각 프로그래밍 도구)

  • Jo, Chang-Sik;Sin, Gyu-Sang;Ma, Pyeong-Su
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.4
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    • pp.1022-1031
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    • 1999
  • In this paper, we propose the framework of a visual language named VIOLA(VIsual Object-oriented Language for Multimedia Applications), which is developed for web authoring. VIOLA supports the user to construct HTML documents and CGI programs even if he/she doesn't know exact HTML tags and CGI programming. VIOLA, a user interface building part and a programming logic building part are combined by the data-flow model. the user interface building part provides direct manipulation and a WSIKWYG interface, and the program logic building part provides more intuitive interface by using predefined classes and the data-flow model. thus, even a novice user can construct sophisticated applications by simply moving or clicking the mouse. several classes which generate CGI codes are predefined, and they are represented with highly abstracted visual components, By reusing predefined classes, CGI codes are automatically generated. In VIOLA, all major steps in builidng generated wit HTML documents and Java CGI programs.

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Influence of Programming Education Using Unity3D on Computational Thinking Ability and Interest (Unity3D를 활용한 프로그래밍 교육이 컴퓨팅 사고력과 흥미에 미치는 영향)

  • Lee, Dong-Yun;Kim, Eui-Jeong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.415-418
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    • 2016
  • The core of IT Convergence Education is being made through educational SW, SW purpose of education has been focused on improving the CT(Computational Thinking). In this paper, Programming Education Using Unity3D is able to affect learners of computational thinking and learning interest. After configure the experimental and control groups and check the identity of the learner for Influence on it. The impact on the education using Unity3D computational thinking and learning interest of students was measured. This paper proposes a compliance that Programming Education Using Unity3D is an intermediate step of utilizing the EPL software training, and pure text language.

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A Study of the Improvement of Execution Speed and Loading of Java Card Program by applying prefetching LRU-OBL Buffer Technique (선반입 LRU-OBL 버퍼 기법을 적용한 자바 카드 프로그램 적재 및 실행 속도 개선에 관한 연구)

  • Oh, Se-Won;Choi, Won-Ho;Jung, Min-Soo
    • Journal of Korea Multimedia Society
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    • v.10 no.9
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    • pp.1197-1208
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    • 2007
  • These days, most of SMART card, JAVA card, picked up the JAVA Card Platform gets the position as a standard. Java Card technology provides implantation, platform portability and high security function to SMART Card. Compared to normal Smart Card, JAVA card has a defect that is a low running speed caused by a distinctive feature of JAVA programming language. Factors that affect JAVA Card execution speed are the method how to save the data and install the applets of JAVA Card installation instrument. In this paper, I will offer the plan to improve JAVA Card program's loading and execution speed. At Java Card program, writing, updating and deleting process for data at EEPROM can be improved of Java Card speed by using high speed RAM. For this, at JAVA Card as a application of RAM, I will present prefetching LRU-ORL Buffer Cache Technique that is suitable for Java Card environment. As a data character, managing all data created from JAVA Curd at Buffer Cache, decrease times of recording at maximum for EEPROM so that JAVA Card program upload and execution speed will be improved.

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A Study on Information Search Optimization System Using OOPL (OOPL을 이용한 정보 검색 최적화 시스템에 관한 연구)

  • 김용호;오근탁;이윤배
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.5
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    • pp.1028-1034
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    • 2004
  • As use of internet generalized laying stress on WWW(World Wide Web) service of multimedia based recently, we could acquire many informations that exist to all over the world's computer network. It is risen to important problem that use of internet acquires correct information rapidly on modem society which is generalized. This paper designed internet search engine and understand structure of that drawing URL which is optimized, and secure embodiment technology using OOPL(Object-Oriented Programming Language). Also, compare with existent domestic manufacture search engines and system that propose showed that the bad link rate is improved in this paper.

Implementation of A Flow Chart Generator for Teaching Programming (프로그래밍 교육을 위한 순서도 생성기 구현)

  • 최성권;류시혁;신승철
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2002.06a
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    • pp.185-189
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    • 2002
  • When we are teaching the programming education, it is very useful if we show that a flow chart generate automatically owing to a written out of the program. In this paper, we introduce the method of a flow chart generating from the simple imperative language for the While program. After the While program is translated by the Flow Chart Language program, it is generated automatically by making use of the java graphic library. Taking advantage of our results of the study, beginners can understand the flow of the program easily.

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A Study On The Development Of a Home Networking System Using An Embedded Linux Board (임베디드 리눅스 보드를 이용한 홈 네트워킹 시스템 구현에 관한 연구)

  • Lee, Heon-Joo;Lee, Jong-Su;Choi, Kyung-Sam
    • Proceedings of the KIEE Conference
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    • 2003.11c
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    • pp.592-595
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    • 2003
  • In this paper, we have designed a Home Networking System using an embedded linux board. The system based on the World-Wide-Web is composed of three parts - a Server, a Client and a Simulator. The Home Networking Server is built in an embedded board using an embedded linux kernel. A web-server and Home Networking Server Seryice Demon programming with a Jaya-Language is included in the board. Clients can connect to the server board using a web-browser in the desktop computer, PDA or any other machines which include a web-browser. For this purpose, we made the client program using a Java-Applet. So, the clients who connect to the server for the control of the applications, download the class-file and execute the client-program in the web-browser. So, the clients don't need any other programs to control the applications from a remote place. The size of server board is very small (86.3$\times$74mm), which makes it very useful not only for the Home-Networking-System but also in many other fields, e.g., embedded robot control system, etc. Using an embedded board instead of a desktop computer is good for a simple network environment and it occupies only a small space to make the system.

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A Study on Development of Educational Web Contents for Procedural-Oriented and Object-Oriented Programming (절차지향 및 객체지향 프로그래밍의 효과적 교육을 위한 웹 콘텐츠 개발에 관한 연구)

  • Suh, Bong-Sue
    • Proceedings of the Korea Contents Association Conference
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    • 2006.11a
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    • pp.772-775
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    • 2006
  • The educational courses for the procedural-oriented and object-oriented programming languages have been prepared respectively in many universities. However, the comparison of two languages has not been shown in the same class. In this paper, we compared two distinctive languages, C and Java, and developed a new class material and the relating web contents, through which those who are interested may maximize their understanding and programming skills based on the different programming language.

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