• Title/Summary/Keyword: Heterogeneous data integration

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BoxBroker: A Policy-Driven Framework for Optimizing Storage Service Federation

  • Heinsen, Rene;Lopez, Cindy;Huh, Eui-Nam
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.1
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    • pp.340-367
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    • 2018
  • Storage services integration can be done for achieving high availability, improving data access performance and scalability while preventing vendor lock-in. However, multiple services environment management and interoperability have become a critical issue as a result of service architectures and communication interfaces heterogeneity. Storage federation model provides the integration of multiple heterogeneous and self-sufficient storage systems with a single control point and automated decision making about data distribution. In order to integrate diverse heterogeneous storage services into a single storage pool, we are proposing a storage service federation framework named BoxBroker. Moreover, an automated decision model based on a policy-driven data distribution algorithm and a service evaluation method is proposed enabling BoxBroker to make optimal decisions. Finally, a demonstration of our proposal capabilities is presented and discussed.

Design of Integrated Medical Information System Based on The Cloud

  • Lee, Kwang-Cheol;Moon, Seok-Jae;Lee, Jong-Yong;Jung, KyeDong
    • International journal of advanced smart convergence
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    • v.4 no.1
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    • pp.88-92
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    • 2015
  • Today, the medical information system has evolved in the way of integrated healthcare IT information systems. Therefore, it is trying to build advanced U-Healthcare service. Though the U-Healthcare environments is exchanged the information between systems in many cases, however since the each system is different, the integration and exchange of data is difficult. To overcome this problem, in this paper it proposes that we suggests a possible DBaaS(DataBase as a Service) for the heterogeneous integration of medical information management and data exchange. First, the proposed system builds DBaaS cloud by integrating the meta-DB Schema level and DB Schema for each hospital. And, the mapping the schema data and the existing hospital information system is possible using the International Standard HL7. By applying the proposed method to the hospital system, it comes true the efficient exchange of information between the patients, doctors, staffs through the data mapping of the one to multi-system.

A Study on storage management system for the contents of great quantity (대용량 콘텐츠의 저장관리시스템에 관한 연구)

  • Cho Yoon-Hee
    • Management & Information Systems Review
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    • v.11
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    • pp.45-69
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    • 2002
  • One of important technology that must improve compulsorily on information-oriented society stores, search and transmit cultural contents data of great quantity in heterogeneous environment. SAN appeared by solution to resolve the problem such as integration management of heterogeneous system data, effective practical use of storage, data transmission limit is happened from here. SAN is system that manage and shares data of large quantity efficiently attaching directly to high speed network such as Fiber Channel that storage system has been attached to server individually SAN became more complicated than existent storage environment although offer much advantage such as decrease of storage expense and flexibility of system configuration. This study argues management way could consider in such environment that understand complexity and component of networked storage system.

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The way to combine heterogeneous time series data (서로 다른 특성의 파편화된 데이터 결합 방법)

  • Moon, Jaewon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.689-690
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    • 2021
  • 본 논문에서는 다양한 환경에서 수집된 서로 다른 시계열 데이터를 통합하여 분석 활용하기 위해 추가로 생성해야 할 시계열 데이터의 메타 정보를 정의하고 이를 기반하여 새로운 통합 데이터를 생성하는 방법을 소개한다. 시계열 데이터는 표준화된 기술 방법이 없고 다양한 소스에서 생성되기 때문에 이를 통합하고 활용할 경우 그 기준이 없기 때문에 전문적 지식이 없다면 처리에 어려움을 겪는다. 그러므로 서로 다른 특성의 데이터를 새로운 기준에 의거하여 통합하는 것을 목적으로 필요한 메타 정보를 정의하고 이를 기준으로 데이터를 재가공할 수 있도록 하였다.

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Implementation of AESA Radar Integration Analysis System by using Heterogeneous Media

  • Min-Jung Kang
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.3
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    • pp.117-125
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    • 2024
  • In this paper, implement and propose an Active Electronically Scanned Array (AESA) radar integration analysis system which specialized for radar development by using heterogeneous media. Most analysis systems are used to analyze and improve the cause of defects, so they help the test easier. However, previous log analysis systems that operate only based on text are not intuitive and difficult to find the information user want at once if there is a lot of log information. so when an equipment defect occurs, there are limitations in analyzing the cause of defect. Therefore, the analysis system in this paper utilizes heterogeneous media. The media defined in this paper refers to recording text-based data, displaying data as image or video and visualizing data. The proposed analysis system classifies and stores data that transmitted and received between radar devices, radar target detection and Tracking algorithm data, etc. also displays and visualizes radar operation results and equipment defect information in real time. With this analysis system, it can quickly provide information what user want and assistance in developing high quality radar.

An Integration of Data by using UML Class Models Based on the Ontology Analysis (온톨로지 분석 기반의 UML클래스 모델을 이용한 데이터 통합)

  • Seo, Jin-Won;Kong, Heon-Tag;Lim, Jae-Hyun;Kim, Chi-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.9 no.2
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    • pp.422-430
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    • 2008
  • Data integration is techniques to combine heterogeneous data from different sources, and to allow users to transparently access all data from multiple sources via a single view. The difficulty with data integration is data heterogeneity (i.e. schema heterogeneity, semantic heterogeneity). Richer semantics of data is a major factor in resolving conflicts among heterogeneous data sources. As UML class model represents only schema-based semantics of data, alternative methods such as ontology is useful for representing additional semantics. This paper proposes a method for integrating two data sources with UML class models by using an analysis of their ontologies. In our framework, ontology will be applied to describe semantics of data in each source. Then the ontologies are analysed and compared to determine their similarities and differences. The result of the comparison is used to devise an integrated ontology that will enable querying on the integrated information.

A Study on the Implementation of PDM Integration Environment in Heterogeneous Distributed Environment (이기종 분산환경에서 PDM 통합환경 구현에 관한 연구)

  • 김형선
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.45
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    • pp.33-45
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    • 1998
  • The typical characteristic of PDM(Product Data Management) System seperates the databases to store the meta data and applications. Therefore, meta data contains the information for the location of file, user profiles, relationships between the files, and process. PDM utilizes these information efficiently and does file management, configuration management, and process management. In this view, the integration strategy of PDM is to merge data and process. In the view of architecture, the interface between data and application and the actions of each application execute seamlessly. This architecture is viewed as integrated data and process among enterprises and implemented with client/server technology in distributed process environment that interfaced with open object-oriented technology which is developed with business object in the object-oriented infrastructure. In this paper, we studied the definition, function, and scope of PDM and researched the core technologies to implement the PDM integration environment. We also researched the PDM utilization in distributed enterprise environment and implementation of PDM integration environment with this technical background.

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Classification and Resolution of Conflicts for Integration of Heterogeneous Information Based on XML Schema (XML Schema 기반 이질 정보 통합의 충돌 분류와 해결 방안)

  • 권석훈;이경하;이규철
    • Journal of Information Technology Applications and Management
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    • v.10 no.3
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    • pp.55-74
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    • 2003
  • Due to the evolution of computer systems and the proliferation of Internet, numerous information resources have been constructed. The deluge of information makes the need to integrate information, which are distributed on the internet and are handled in heterogeneous systems. Recently, most of the XML -based information integration systems use XML DTD(Document Type Definition) for describing integrated global schema. However, DTD has some limitations in modeling local information resources such as datatypes. Although W3C's XML Schema is more flexible and powerful than XML DTD in specifying integrated global schema, it has more complex problems in resolving conflicts than using DTD. In this paper, we provide a taxonomy of conflict problems in integration information resources using XML Schema, and propose conflict resolution mechanism using XQuery.

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Integration of Heterogeneous Protein Databases Based on RDF(S) Models (RDF(S) 모델에 기반한 다양한 형태의 단백질 데이타베이스 통합)

  • Lee, Kang-Pyo;Yoo, Sang-Won;Kim, Hyoung-Joo
    • Journal of KIISE:Databases
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    • v.35 no.2
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    • pp.132-142
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    • 2008
  • In biological domain, there exist a variety of protein analysis databases which have their own meaning toward the same target of protein. If we integrate these scattered heterogeneous data efficiently, we can obtain useful information which otherwise cannot be found from each original source. Reflecting the characteristics of biological data, each data source has its own syntax and semantics. If we describe these data through RDF(S) models, one of the Semantic Web standards, we can achieve not only syntactic but also semantic integration. In this paper, we propose a new concept of integration layer based on the RDF unified schema. As a conceptual model, we construct a unified schema focusing on the protein information; as a representational model, we propose a technique for the wrappers to aggregate necessary information from the relevant sources and dynamically generate RDF instances. Two example queries show that our integration layer succeeds in processing the integrated requests from users and displaying the appropriate results.

A Database Schema Integration Method Using XML Schema (XML Schema를 이용한 이질의 데이터베이스 스키마 통합)

  • 박우창
    • Journal of Internet Computing and Services
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    • v.3 no.2
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    • pp.39-56
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    • 2002
  • In distributed computing environments, there are many database applications that should share data each other such as data warehousing and data mining with autonomy on local databases. The first step to such applications is the integration of heterogeneous database schema, but there is no accepted common data model for the integration and also are difficulties on the construction of integration program. In this paper, we use the XML Schema for the representation of common data model and exploit XSLT for reducing the programming difficulties. We define the schema integration operations and develop a methodology for the semi-automatic schema integration according to schema conflicts types. Our integration method has benefits on standardization, extendibility on schema integration process comparing to existing methodologies.

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