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Automation of Service Level Agreement based on Active SLA (Active SLA 기반 서비스 수준 협약의 자동화)

  • Kim, Sang-Rak;Kang, Man-Mo;Bae, Jae-Hak
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.4
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    • pp.229-237
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    • 2013
  • As demand for IT services increase, which are based on SOA and cloud computing, service level agreements (SLAs) have received more attention in the parties concerned. An SLA is usually a paper contract written in natural language. SLA management tools which are commercially available, implement SLAs implicitly in the application with a procedural language. This makes automation of SLA management difficult. It is also laborious to maintain contract management systems because changes in a contract give rise to extensive modifications in the source code. We see the source of the trouble is the existence of documentary SLAs (paper contracts) and corresponding executable SLAs (contracts coded in the procedural language). In this paper, to resolve the current SLA management problems we propose an active SLM (Active Service Level Management) system, which is based on the active SLA (Active Service Level Agreement). In the proposed system, the separated management and processing of dual SLAs can be unified into a single process with the introduction of active SLAs (ASLAs).

Development of a G-machine Based Translator for a Lazy Functional Programming Language Miranda (지연함수언어 Miranda의 G-기계 기반 번역기 개발)

  • Lee, Jong-Hui;Choe, Gwan-Deok;Yun, Yeong-U;Gang, Byeong-Uk
    • The Transactions of the Korea Information Processing Society
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    • v.2 no.5
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    • pp.733-745
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    • 1995
  • This study is aimed at construction of a translator for a functional programming language. For this goal we define a functional programming language which has lazy semantics and develop a translator for it. The execution model selected is the G-machine-based combinator graph reduction. The translator is composed of 4 phases and translates a source program to a C program. The first phase of the translator translates a source program to a enriched lambda- calculus graph, the second phase transforms a lambda-calculus graph into supercombinators, the third phase translates supercombiantors to a G program and the last phase translates the G program to a C program. The final result of the translator, a C program, is compiled to an executable program by C compiler. The translator is implemented in C using compiler development tools such as TACC and Lex, under the UNIX environments. In this paper we present the design and implementation techniques for developing the translator and show results by executing some test problems.

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Transform Nested Loops into MultiThread in Java Programming Language for Parallel Processing (자바 프로그래밍에서 병렬처리를 위한 중첩 루프 구조의 다중스레드 변환)

  • Hwang, Deuk-Young;Choi, Young-Keun
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.8
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    • pp.1997-2012
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    • 1998
  • It is necessary to find out the parallelism in tlle sequential Java program to execute it on the parallel machine. The loop is a fundamental source to exploit parallelism as it process a large portion of total execution time in sequential Java program on the parallel machine. However, a complete parallel execution can hardly be achieved due to data dependence. This paper proposes the method of exploiting the implicit parallelism by structuring a dependence graph through the analysis of data dependence in the existing Java programming language having a nested loop structure. The parallel code generation method through the restructuring compiler and also the translation method of Java source program into multithread statement. which is supported by the Java programming language itself, are proposed here. The perforance evaluatlun of the program translaed into the thread statement is conducted using the trip cunt of loop and the trip Count of luop and the thread count as parameters The resttucturing compiler provides efficient way of exploiting parallelism by reducing manual overhead conveliing sequential Java program into parallel code. The execution time for the Java program as a result can be reduced un the parallel machine.

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A Study on Design of a High Level Hardware Description Language (고급 하드웨어 기술 언어 설계에 관한 연구)

  • 김태헌;이강환;정주홍;안치득
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.18 no.5
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    • pp.619-633
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    • 1993
  • A new High level hardware Description Language, ASPHODEL(Algorithm Synthesis Pascal Hardware for Optimal Design and Efficient Language), and its algorithm compiler for high level synthesis are described in this paper. The new HDL, appropriated to the description of algorithmic level and lower, models VLSI circuits as an abstracted block which is consisted of input/output ports and hierachical processors to control VLSI complexities with efficiency. Also, in order to improve the descriptive power, popular Pascal programming language is modified to build ASPHODEL syntax rules. ASPHODEL algorithm compiler generates an intermediate form through lexical and syntax analysis from ASPHODEL source codes. To show the validation of presented language and its compiler, those are applied to practical design examples.

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Development of a Decompiler for Verification and Analysis of an Intermediate Code in ANSI C Compiler (ANSI C 컴파일러에서 중간코드의 검증과 분석을 위한 역컴파일러의 개발)

  • Kim, Young-Keun;Kwon, Hyeok-Ku;Lee, Yang-Sun
    • Journal of Korea Multimedia Society
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    • v.10 no.3
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    • pp.411-419
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    • 2007
  • Mounted on mobile device, set-top box, or digital TV, EVM is a virtual machine solution that can download and execute dynamic application programs. And the SIL(Standard Intermediate Language) is intermediate language of the EVM, which has a set of opcodes for object-oriented language and a sequential language. Since the C compiler used on each platform depends on the hardware, it converts C program to objective code, and then executes. To solve this problem, our research team developed ANSI C compiler and the EVM. Our ANSI C compiler outputs the SIL code based on stack machine. This paper presents the SIL-to-C decompiler in which converts the SIL code to three address code. Thus, the decompiler allows us to verify SIL code created by ANSI C compiler, and analyze a program from C language source level.

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An Application of RASA Technology to Design an AI Virtual Assistant: A Case of Learning Finance and Banking Terms in Vietnamese

  • PHAM, Thi My Ni;PHAM, Thi Ngoc Thao;NGUYEN, Ha Phuong Truc;LY, Bao Tuyen;NGUYEN, Truc Linh;LE, Hoanh Su
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.5
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    • pp.273-283
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    • 2022
  • Banking and finance is a broad term that incorporates a variety of smaller, more specialized subjects such as corporate finance, tax finance, and insurance finance. A virtual assistant that assists users in searching for information about banking and finance terms might be an extremely beneficial tool for users. In this study, we explored the process of searching for information, seeking opportunities, and developing a virtual assistant in the first stages of starting learning and understanding Vietnamese to increase effectiveness and save time, which is also an innovative business practice in Use-case Vietnam. We built the FIBA2020 dataset and proposed a pipeline that used Natural Language Processing (NLP) inclusive of Natural Language Understanding (NLU) algorithms to build chatbot applications. The open-source framework RASA is used to implement the system in our study. We aim to improve our model performance by replacing parts of RASA's default tokenizers with Vietnamese tokenizers and experimenting with various language models. The best accuracy we achieved is 86.48% and 70.04% in the ideal condition and worst condition, respectively. Finally, we put our findings into practice by creating an Android virtual assistant application using the model trained using Whitespace tokenizer and the pre-trained language m-BERT.

The Effects of Power-of-Speech and Sex of Source on Persuasion, in Radio CM (라디오 광고에서 언어 힘의 설득 효과와 정보원 성(性)의 영향)

  • Chun, Hyun-Suk;Lyi, De-Ryoung
    • Journal of Global Scholars of Marketing Science
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    • v.16 no.1
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    • pp.93-116
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    • 2006
  • The main purpose of this study is to examine whether power-of-speech have an impact on persuasion in radio CM and to determine what is stronger variable either power-of-speech or sex of source. Previous research showed confused result about this issue. Some research supposed the effect of power-of-speech depend on sex of source/Carli, 1990) but the others supposed it is not(Holtgraves & Lasky, 1999; Erickson, Lind, Johnson, & O'Barr, 1978). So present research is designed to show empirical evidence about this issue examining the interaction between effect of power-of-speech and sex of source. Result revealed that power-of-speech affects strongly on persuasion and that effect have no interaction with sex of source. This result means that the effect of power-of-speech is stronger than the effect of sex of source. But in attitude toward product exceptionally, female source using powerful speech induce more favorable attitude toward product than female source using powerless speech whereas male source using powerful and powerless speech induce same attitude toward product.

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Comparison of Word Level Stress Features between Korean, English and the Interlanguage of Korean Learners of English (영어 학습자의 중간 언어 단어 수준 강세 비교)

  • Lee, Yunhyun
    • The Journal of the Korea Contents Association
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    • v.20 no.11
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    • pp.378-390
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    • 2020
  • English stress plays such a critical role in understanding spoken English words that its misplacement can lead to a breakdown of communication. Korean learners of English, whose native language is known to lack this feature, are expected to have some difficulty acquiring this English prosodic system. This study explored how Korean is different from English in manifesting prominence at the word level and how the interlanguage of Korean learners of English is dissimilar to both languages in that regard. Four polysyllabic English loanwords in Korean and their English source words were used as stimuli. Ten native English speakers read the English source words while ten Korean learners of English read the English loan words first and then the English source words. The analysis of 120 speech samples revealed that Korean words did not have any salient syllable realized by all stress features: duration, amplitude, and F0. On the contrary, English words had syllables with relative prominence, which was consistently manifested by all the features. Interestingly, in realizing English stress, the interlanguage of the Korean English learners bore more resemblance to that of English than that of their native language.

Implementation of Git's Commit Message Classification Model Using GPT-Linked Source Change Data

  • Ji-Hoon Choi;Jae-Woong Kim;Seong-Hyun Park
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.10
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    • pp.123-132
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    • 2023
  • Git's commit messages manage the history of source changes during project progress or operation. By utilizing this historical data, project risks and project status can be identified, thereby reducing costs and improving time efficiency. A lot of research related to this is in progress, and among these research areas, there is research that classifies commit messages as a type of software maintenance. Among published studies, the maximum classification accuracy is reported to be 95%. In this paper, we began research with the purpose of utilizing solutions using the commit classification model, and conducted research to remove the limitation that the model with the highest accuracy among existing studies can only be applied to programs written in the JAVA language. To this end, we designed and implemented an additional step to standardize source change data into natural language using GPT. This text explains the process of extracting commit messages and source change data from Git, standardizing the source change data with GPT, and the learning process using the DistilBERT model. As a result of verification, an accuracy of 91% was measured. The proposed model was implemented and verified to ensure accuracy and to be able to classify without being dependent on a specific program. In the future, we plan to study a classification model using Bard and a management tool model helpful to the project using the proposed classification model.

Detecting Inconsistent Code Identifiers (코드 비 일관적 식별자 검출 기법)

  • Lee, Sungnam;Kim, Suntae;Park, Sooyoung
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.5
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    • pp.319-328
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    • 2013
  • Software maintainers try to comprehend software source code by intensively using source code identifiers. Thus, use of inconsistent identifiers throughout entire source code causes to increase cost of software maintenance. Although participants can adopt peer reviews to handle this problem, it might be impossible to go through entire source code if the volume of code is huge. This paper introduces an approach to automatically detecting inconsistent identifiers of Java source code. This approach consists of tokenizing and POS tagging all identifiers in the source code, classifying syntactic and semantic similar terms, and finally detecting inconsistent identifiers by applying proposed rules. In addition, we have developed tool support, named CodeAmigo, to support the proposed approach. We applied it to two popular Java based open source projects in order to show feasibility of the approach by computing precision.