• Title/Summary/Keyword: Data-oriented Processing

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Service-oriented Public Organizations and Human Resources Based on Enterprise-wide Big Data (전사적 빅데이터를 활용한 서비스 중심적 공공 조직 및 인사 관리 방안)

  • Jeonghee Choi;Seunguk Park
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.361-362
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    • 2023
  • 본 연구는 공공 조직 및 인사 관리의 새로운 패러다임으로서 서비스 중심적 접근법을 제시하였다. 특히 코로나19 팬데믹 이후의 불확실하고 경쟁적인 환경에서는 파편화된 데이터를 마이크로 서비스화하고 동적으로 재조합하는 것이 중요하며, 이를 실현하기 위한 모델로 KISTI의 ScienceON API Gateway와 시나리오 활용 서비스를 참고하였다. 이러한 접근법은 조직 및 인사 관리의 투명성과 효율성을 높이며, 서비스-이용자 간 상호작용을 강화하고, 조직의 변화를 촉진하는 데 기여할 것으로 기대된다.

Implementation of MPI-based WiMAX Base Station for SDR System (SDR 시스템을 위한 MPI 기반 WiMAX 기지국의 구현)

  • Ahn, Chi Young;Kim, Hyo Han;Choi, Seung Won
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.9 no.4
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    • pp.59-67
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    • 2013
  • Compared to the conventional Hardware-oriented base stations, Software Defined Radio (SDR)-based base station provides various advantages especially in flexibility and expandability. It enables the multimode capability required in 4th-generation (4G) environment which aims at a convergence network of various kinds of communication standards. However, since a single base station processes all data required in various multiple waveforms, the SDR base station faces a problem of data processing speed. In this paper, we propose a new concept of SDR base station system which adopts a parallel processing technology of clustering environment. We implemented a WiMAX system with SDR concept which adopts the Message Passing Interface (MPI) technology which enables the speed-up operations. In order to maximize the efficiency of parallel processing in signal processing, we analyze how the algorithm at each of modules is related to data to be processed. Through the implemented system, we show a drastic improvement in operation time due to parallel processing using the proposed MPI technology. In addition, we demonstrate a feasibility of SDR system for 4G or even beyond-4G as well.

Developing dirty data cleansing service between SOA-based services (SOA 기반 서비스 사이의 오류 데이터 정제 서비스 개발)

  • Ji, Eun-Mi;Choi, Byoung-Ju;Lee, Jung-Won
    • The KIPS Transactions:PartD
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    • v.14D no.7
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    • pp.829-840
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    • 2007
  • Dirty Data Cleansing technique so far have aimed to integrate large amount of data from various sources and manage data quality resided in DB so that it enables to extract meaningful information. Prompt response to varying environment is required in order to persistently survive in rapidly changing business environment and the age of limitless competition. As system requirement is recently getting complexed, Service Oriented Architecture is proliferated for the purpose of integration and implementation of massive distributed system. Therefore, SOA necessarily needs Data Exchange among services through Data Cleansing Technique. In this paper, we executed quality management of XML data which is transmitted through events between services while they are integrated as a sole system. As a result, we developed Dirty Data Cleansing Service based on SOA as focusing on data cleansing between interactive services rather than cleansing based on detection of data error in DB already integrated.

Noise Robust Automatic Speech Recognition Scheme with Histogram of Oriented Gradient Features

  • Park, Taejin;Beack, SeungKwan;Lee, Taejin
    • IEIE Transactions on Smart Processing and Computing
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    • v.3 no.5
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    • pp.259-266
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    • 2014
  • In this paper, we propose a novel technique for noise robust automatic speech recognition (ASR). The development of ASR techniques has made it possible to recognize isolated words with a near perfect word recognition rate. However, in a highly noisy environment, a distinct mismatch between the trained speech and the test data results in a significantly degraded word recognition rate (WRA). Unlike conventional ASR systems employing Mel-frequency cepstral coefficients (MFCCs) and a hidden Markov model (HMM), this study employ histogram of oriented gradient (HOG) features and a Support Vector Machine (SVM) to ASR tasks to overcome this problem. Our proposed ASR system is less vulnerable to external interference noise, and achieves a higher WRA compared to a conventional ASR system equipped with MFCCs and an HMM. The performance of our proposed ASR system was evaluated using a phonetically balanced word (PBW) set mixed with artificially added noise.

Preparation of YBCO films on Ag substrates by MOCVD process (MOCVD공정에 의한 Ag 기판 위에 YBCO 박막의 증착)

  • 김호진;주진호;전병혁;김찬중
    • Proceedings of the Korea Institute of Applied Superconductivity and Cryogenics Conference
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    • 2003.10a
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    • pp.79-82
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    • 2003
  • We prepared YBCO coated conductor by direct deposition of YBCO on Ag substrate by a MOCVD method. The Ag substrate was only prepared by cold rolling. The XRD data of the as-rolled Ag tape showed the formation of dominant (420) oriented grains. Processing variables were the oxygen partial pressure (Po$_2$) and deposition temperature (T$_{d}$). It was found that the a-axis oriented films were grown at lower T$_{d}$ below 80$0^{\circ}C$, while the c-axis oriented films were grown about 80$0^{\circ}C$. The surface of the films consisted of a second inclusion phase dispersed in the YBCO matrix. The Cu-rich phase regions were observed at the YBCO/Ag interface probably due to the inter-diffusion of Ag and Cu. Cu.

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Hybrid Video Information System Supporting Content-based Retrieval and Similarity Retrieval (비디오의 의미검색과 유사성검색을 위한 통합비디오정보시스템)

  • Yun, Mi-Hui;Yun, Yong-Ik;Kim, Gyo-Jeong
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.8
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    • pp.2031-2041
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    • 1999
  • In this paper, we present the HVIS (Hybrid Video Information System) which bolsters up meaning retrieval of all the various users by integrating feature-based retrieval and annotation-based retrieval of unformatted formed and massive video data. HVIS divides a set of video into video document, sequence, scene and object to model the metadata and suggests the Two layered Hybrid Object-oriented Metadata Model(THOMM) which is composed of raw-data layer for physical video stream, metadata layer to support annotation-based retrieval, content-based retrieval, and similarity retrieval. Grounded on this model, we presents the video query language which make the annotation-based query, content-based query and similar query possible and Video Query Processor to process the query and query processing algorithm. Specially, We present the similarity expression to appear degree of similarity which considers interesting of user. The proposed system is implemented with Visual C++, ActiveX and ORACLE.

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Developing A Pre-and Post-Procellor for Building Analysis (건축구조해석을 위한 선후처리 프로그램의 개발)

  • 이정재
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.36 no.2
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    • pp.31-43
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    • 1994
  • General concepts and overall procedures of interactive graphical user interface, a preand post- processor, for building analysis are introduced. Attention is forcused on the data structures and the modeling operators which can ensure the intergrity of its database should have. An example of model building process is presented to illustrate its capability, its facilities for modifying, and for processing.

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Recoverable Distributed shared Memory Systems Using Object-Oriented Dependency Tracking and Checkpointing (객체지향 종속 추적 및 체크포인팅(checkpointing)을 이용한 복구 가능한 분산 공유 메모리 시스템)

  • Kim, Jae-Hun
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.2
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    • pp.476-484
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    • 1999
  • Many message logging and checkpointing schemes are proposed for fault tolerance in distributed systems in which nodes communicate by message passing. Most researches for recoverable distributed shared memory (DSM) also adopt similar schemes used in message passing systems. However, schemes used in message passing systems are not always appropriate to be directly used in DSM systems because the two systems, message passing systems and DSM systems, have different natures (function shipping and data shipping). Many modified schemes have been proposed for DSM systems to resolve these differences. In this paper, an object oriented approach is proposed for recoverable DSM. We present a new dependency tracking scheme between pages instead of processes. Based on this scheme, we propose new checkpointing and recovery schemes that can reduce overhead to make DSM recoverable.

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Development of a CAD-based Utility for Topological Identification and Rasterized Mapping from Polygonal Vector Data (CAD 수단을 이용한 벡터형 공간자료의 위상 검출과 격자도면화를 위한 유틸리티 개발)

  • 조동범;임재현
    • Journal of the Korean Institute of Landscape Architecture
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    • v.27 no.4
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    • pp.137-142
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    • 1999
  • The purpose of this study is to develope a CAD-based tool for rasterization of polygonal vector map in AutoCAD. To identity the layer property of polygonal entity with user-defined coordinates as topology, algorithm in processing entity data of selection set that intersected with scan line was used, and the layers were extracted sequentially by sorted intersecting points in data-list. In addition to the functions for querying and modifying topology, two options for mapping were set up to construct plan projection type and to change meshes' properties in existing DTM data. In case of plan projection type, user-defined cell size of 3DFACE mesh is available for more detailed edge, and topological draping on landform can be executed in case of referring DTM data as an AutoCAD's drawing. The concept of algorithm was simple and clear, but some unexpectable errors were found in detecting intersected coordinates that were AutoCAD's error, not the utility's. Also, the routines to check these errors were included in algorithmic processing. Developed utility named MESHMAP was written in entity data control functions of AutoLISP language and dialog control language(DCL) for the purpose of user-oriented interactive usage. MESHMAP was proved to be more effective in data handling and time comparing with GRIDMAP module in LANDCADD which has similar function.

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A Log Management Service Model based on AOP for Efficient Development of Android Applications

  • Choi, Yun-seok
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.3
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    • pp.39-45
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    • 2016
  • In this paper, we propose a log management service model for efficient developments of android applications. The proposed model consists of two major parts which are the log collector and the log manager service. The log collector can capture the log information of a target application without modifications, because the collector is composed by aspect-oriented programming. The collected logs are transformed to chunk of data, and the chunk of data is sent to the log management service. The log management service is an android service component and an independent application in another process. So, the log management service can reduce the workload of logging in the target application. Through a case study, we show that the proposed log management service model can reduce the log processing time compared to other models without modifications of a target application.