• Title/Summary/Keyword: 세로-지향 데이터베이스 시스템

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Performance Comparison of Column-Oriented and Row-Oriented Database Systems for Star Schema Join Processing (스타 스키마 조인 처리에 대한 세로-지향 데이터베이스 시스템과 가로-지향 데이터베이스 시스템의 성능 비교)

  • Oh, Byung-Jung;Ahn, Soo-Min;Kim, Kyung-Chang
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.8
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    • pp.29-38
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    • 2011
  • Unlike in traditional row-oriented database systems, a column-oriented database system stores data in column-oriented and not row-oriented order. Recently, research results revealed the effectiveness of column-oriented databases for applications such as data warehouse and decision support systems that access large volumes of data in a read only manner. In this paper, we investigate the join strategies for column-oriented databases and prove the effectiveness of column-oriented databases in data warehouse systems. For unbiased comparison, the two database systems are analyzed using the star schema benchmark and the performance analysis of a star schema join query is carried out. We experimented with well-known join algorithms and considered early materialization and late materialization join strategies for column-oriented databases. The performance results confirm that star schema join queries perform better in terms of disk I/O cost in column-oriented databases than in row-oriented databases. In addition, the late materialization strategy showed more performance gain than the early materialization strategy in column-oriented databases.

Processing of Sensor Network Data using Column-Oriented Database (세로-지향 데이터베이스를 이용한 센서 네트워크 데이터 처리)

  • Oh, Byung-Jung;Kim, Kyung-Ho;Kim, Jae-Kyung;Kim, Kyung-Chang
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06c
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    • pp.66-68
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    • 2012
  • 센서 네트워크에서는 센서들의 배터리의 교체나 충전이 어렵기 때문에 배터리의 수명을 최대한으로 연장하는 것이 중요하다. 본 논문에서는 센서 네트워크에서 세로-지향 데이터베이스 시스템을 적용하여 통신비용을 절감하기 위한 전략을 소개한다. 세로-지향 데이터베이스 시스템의 적용은 데이터를 컬럼으로 저장하기 때문에 질의에 해당하는 컬럼만을 불러와 메시지의 길이를 줄여 통신비용의 감소 효과를 가져와 센서들의 배터리 수명을 연장하는 효과를 가져 온다. 아울러 기존의 가로-지향 데이터베이스 시스템의 처리 방식과 비교하여 어떠한 차이점이 있는지 기술하였다.

Comparision of Join Query Processing Cost in Row-Oriented and Column-Oriented Databases (Row-지향과 Column-지향 데이터베이스의 조인 질의 처리 비용 비교)

  • Oh, Byung-Jung;Ahn, Soo-Min;Kim, Kyung-Chang
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.04a
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    • pp.1214-1217
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    • 2011
  • 데이터 레코드를 가로(row-wise)로 저장하는 기존의 데이터베이스를 Row-지향 데이터베이스, 세로(column-wise)로 저장하는 데이터베이스를 Column-지향 데이터베이스라 정의하자. 본 논문에서는 Row-지향 데이터베이스와 Column-지향 데이터베이스에서 분석 workload 형태의 조인 질의를 처리하여 비교 우위 성능을 보이는 데이터베이스 시스템을 고찰하고자 한다. 객관적인 성능 실험을 위해 분석적 모델인 스타 스키마 벤치마크를 이용하였다. Nested Loop 조인과 Sort Merge 조인 기법을 사용한 실험에서 Column-지향 데이터베이스의 성능이 우수하게 나타났음을 확인할 수 있다.

A Study on the Design and Requirements of the Object-oriented Database Systems (객체지향 데이터베이스 시스템의 필요요건과 설계에 관한연구)

  • Yu, Yang-Geun;Ryu, Hae-Yeong
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.2
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    • pp.325-337
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    • 1997
  • This paper introduces the basic concepts and requirements of database system based on the object-oriented paradigm,and presents the overview of the design of an object-oriented data base system which refects those conceprs and requirements . The system imolemented on C++,consists of three structure layers.The inner layer, which is in fact a storage system,performs file I/O,while the inermediate layer is responisible for most of the functions except the ones rerated to the user interface, such as the transaction management,the schema manage-ment,and the management of buffers in main memory etc.The outer layer,designed mainly for the uwerunteface,mot only privides the functions for graphical user interface,preprocessor,and interpreter etc,but also supports extended SQL for object-oriented features.

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Knowledge-Based Approach for an Object-Oriented Spatial Database System (지식기반 객체지향 공간 데이터베이스 시스템)

  • Kim, Yang-Hee
    • Journal of Intelligence and Information Systems
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    • v.9 no.3
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    • pp.99-115
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    • 2003
  • In this paper, we present a knowledge-based object-oriented spatial database system called KOBOS. A knowledge-based approach is introduced to the object-oriented spatial database system for data modeling and approximate query answering. For handling the structure of spatial objects and the approximate spatial operators, we propose three levels of object-oriented data model: (1) a spatial shape model; (2) a spatial object model; (3) an internal description model. We use spatial type abstraction hierarchies(STAHs) to provide the range of the approximate spatial operators. We then propose SOQL, a spatial object-oriented query language. SOQL provides an integrated mechanism for the graphical display of spatial objects and the retrieval of spatial and aspatial objects. To support an efficient hybrid query evaluation, we use the top-down spatial query processing method.

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Development of Integrated Design Methodology for Relational Database Application -Focusing on Object-Oriented Analysis and Design Methodology- (관계형 데이터베이스 응용시스템을 위한 통합 설계방법론 개발 -객체지향 분석.설계 방법론을 중심으로-)

  • Joo, Kyung-Soo;Jho, Do-Hyung
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.11
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    • pp.25-34
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    • 2011
  • In this paper we present an integrated design methodology for relational database based on object-oriented analysis and design. The integrated design methodology is based on business profile and has six phases. In the first phase, business use cases are identified and described by macroactivity diagrams and then the macroactivity diagrams are transformed to detailed business activity diagrams by using objects, object flows and business worker's responsibilities. In the third phase, the detailed business activity diagrams are transformed to business class diagrams that describe the static structure of the entire business system based on detailed business activity diagrams. In the four phase, the business class diagrams are transformed to class diagrams that represent the initial conceptual model of the target relational database. In the five phase, we add additional transformations on the class diagrams with generalization and specialization of associations, roles, activities, additional classes and redundant associations. Eventually, the final class diagrams are transformed to relational database schema. The methodology presented in this paper by applying that proposal for organic connection between object-oriented analysis and design methodology and relational database design methodology. And it will be able to deal with integration management. By the integrated design methodology, we can make more easily software systems based on relational database. In the case study, proposal integrated design methodology applied for a visa issuing system.

Design and Implementation of A mobile SFA system using SyncML. (SyncML을 이용한 무선인터넷상에서의 SFA 시스템의 구현)

  • Choi, Lee-Kwon;Kang, Shin-Sang;Lee, Sang-Bum
    • Proceedings of the Korea Information Processing Society Conference
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    • 2003.05a
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    • pp.165-168
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    • 2003
  • 본 논문에서는 무선 인터넷에 관한 관련 기술을 이용하여 분산 데이터 동기화 표준인 SyncML을 통해 무선 인터터넷 환경에서의 실제적으로 응용 가능한 영업 사원의 업무 자동화 (SPA : Sails Force Automation) 솔루션을 무선디바이스인 PHOPNE 과 PDA 에서 운영할 수 있는 최적 동기화 모듈의 설계와 구현에 목적이 있다. 본고에서는 무선 인터넷 기술, 동기화 기술, 영업사원의 업무 자동화 기술에 언급하고 세 가지 기술을 이용하여 실질적으로 물류, 유통 업무에 사용 할 수 있게 객체 지향 설계 방법과 소스를 분석하여 최적화된 시스템을 도출하고 그것을 통해 무선단에서 경량화된 동기화 최적의 시스템을 설계, 구현하였다. 무선단에서 여러 제약 사항 특히 데이터의 관리에 있어서의 문제점을 동기화 기술을 통해 많은 데이터를 효과적으로 관리함으로써 대용량의 데이터베이스와 디바이스에 상관없이 분산 데이터 일관성과 통합관리 기능을 유지하고 무선단에서 지연성(disconnection)에 대한 신뢰성을 유지 할 수 있는 시스템을 분석과 설계를 통해 객체지향적인 방법으로 고려해서 시스템을 구축하였다.

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A Study on Design of Object-oriented Database using UML - IPCS(Intergrated Production Control System) Construction - (UML를 이용한 객체지향 데이터베이스 설계에 관한 연구 - 통합생산관리시스템 구축을 중심으로 -)

  • 이승범;주기세
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1999.05a
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    • pp.163-167
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    • 1999
  • The relational data model can't be applied to CAD/CAM, CE, and CIM since it can't support the semantic model concept such as complex object, random data definition, manipulation, version control, generalization, aggregation and so on. In this paper, the IPCS(Integrated Production Control System) for hand-rail of ship is parted into several module according to process function. further more, the object oriented data model is designed with UML(Unified Modeling Language). UML is the object oriented design methodology of industrial standard that combines the Booch's methodology, the Rumbaugh's On(Object Modeling Technique), and the Jacobson's OOSE(Object-Oriented Software Engineering) methodology. The efficient management is expected with object-oriented data model construction, since this developed system can achieve efficient process control, system maintenance, repair and extension.

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Object-Oriented Modeling based on UML for Integrated Manufacturing Management System using Web (웹기반 통합설비 관리 시스템을 위한 UML 기반 객체지향 모델링)

  • Sim, Chun-Bo;Jung, Se-Hoon;Kim, Kyung-Jong
    • The Journal of the Korea institute of electronic communication sciences
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    • v.5 no.6
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    • pp.602-612
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    • 2010
  • In this paper, we propose an object-oriented modeling technique using UML(Unified Modeling Language) for accessibility of user and efficiency of facilities under Web-based integrated manufacturing management system application. For this, we first collect user requirements and related technology of integrated manufacturing system, and then design proposed system considering business flow and various essential design part(class, component, package, use case, and etc) to reduce system risk as well as communicate peacefully between developers in system redevelopments. Additionally, we develop database of manufacturing master code, check management, repair management and error management for proposed systems. Finally, we design and implement our three main modules; manufacturing check module, manufacturing repair module, manufacturing error module under Web-based environments with JSP language.