• Title/Summary/Keyword: materialized view maintenance

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Incremental Materialized View Management Model for Realtime Report Generation on Large Transaction Processing Environment (대규모 트랜잭션 환경에서의 실시간 보고서 생성을 위한 점진적 형성뷰 관리모델)

  • Kim, Jin-Soo;Shin, Ye-Ho;Ryu, Keun-Ho
    • The KIPS Transactions:PartD
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    • v.11D no.3
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    • pp.533-544
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    • 2004
  • Reports have a significant meaning in time-constrained large transaction environments, such as airplane control systems or wargame simulations. This is due to the necessity of generating reports within a given time limit without restraining the operation performance of large transaction environments. In order to generate reports in large transaction environments while satisfying time-constrained requirements, this paper proposes a model which combines the incremental operation mechanism and materialized view mechanism using triggers and stored procedures. Further, the implementation and evaluation of the proposed model provides the Identification of the characteristics of the proposed model.

An Efficient Algorithm for Incremental View Maintenance In a Data Warehouse (데이터 웨어하우스에서 점진적 뷰 유지를 위한 효율적인 알고리즘)

  • 이현창;김충석;김경창
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.8A
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    • pp.1265-1272
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    • 2000
  • A data warehouse is able to accommodate efficient data mining query processing and subsequent response by providing information needed for decision making. In such an environment, the data warehouse stores materialized view derived from various sources to enhance query processing. The compensating algorithm to maintain materialized view is well known for a single source site environment. In the compensating algorithm, several problems arise to get results in view maintenance. The problems are due to the overhead in query management within the data warehouse, increased complexity to manage queries in the warehouse as updates occur and increased volume of message traffic between the data source and the warehouse. In this paper, we propose a new algorithm that reduces the overhead in managing queries for new maintenance and that enhances the correctness. We also measured the performance of the new algorithm by evaluating the performance of the existing recomputing view and compensating algorithm and comparing the results with the proposed algorithm.

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Spatial View Materialization Technique by using R-Tree Reconstruction (R-tree 재구성 방법을 이용한 공간 뷰 실체화 기법)

  • Jeong, Bo-Heung;Bae, Hae-Yeong
    • The KIPS Transactions:PartD
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    • v.8D no.4
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    • pp.377-386
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    • 2001
  • In spatial database system, spatial view is supported for efficient access method to spatial database and is managed by materialization and non-materialization technique. In non-materialization technique, repeated execution on the same query makes problems such as the bottle-neck effect of server-side and overloads on a network. In materialization technique, view maintenance technique is very difficult and maintenance cost is too high when the base table has been changed. In this paper, the SVMT (Spatial View Materialization Technique) is proposed by using R-tree re-construction. The SVMT is a technique which constructs a spatial index according to the distribution ratio of objects in spatial view. This ratio is computed by using a SVHR (Spatial View Height in R-tree) and SVOC (Spatial View Object Count). If the ratio is higher than the average, a spatial view is materialized and the R-tree index is re-used. In this case, the root node of this index is exchanged a node which has a MBR (Minimum Boundary Rectangle) value that can contains the whole region of spatial view at a minimum size. Otherwise, a spatial view is materialized and the R-tree is re-constructed. In this technique, the information of spatial view is managed by using a SVIT (Spatial View Information Table) and is stored on the record of this table. The proposed technique increases the speed of response time through fast query processing on a materialized view and eliminates additional costs occurred from repeatable query modification on the same query. With these advantages, it can greatly minimize the network overloads and the bottle-neck effect on the server.

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A Framework of XML Materialized View Maintenance (XML 실체 뷰 관리 프레임워크)

  • 임재국;문찬호;김영성;강현철;서상구
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10a
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    • pp.243-245
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    • 2000
  • W3C(World Wide Web Consortium)가 XML(eXtensible Markup Language)을 차세대 웹 문서 표준으로 제안하면서 많은 응용에서 XML을 사용하려는 다양한 연구가 진행되고 있다. 뷰는 이질적인(heterogeneous) 데이터의 통합 및 여과(filtering) 기능을 통해서 사용자가 요구하는 데이터를 제공한다. 뷰의 구현 기법 중에서 실체 뷰(materialized view)는 뷰의 내용을 직접 저장하는 기법으로서, 사용자의 질의에 빠른 응답시간을 제공할 수 있다. 그러나 실체 뷰는 하부 데이터베이스가 변경되었을 경우에 일관성을 유지해야 하는 오버헤드가 있다. XML은 문서의 구조정보를 나타낼 수 있으므로 기존의 관계 데이터베이스와 객체지향 데이터베이스 등에서 연구되었던 실체 뷰 관리 기법과는 다른 XML 실체 뷰 관리 기법이 요구된다. 본 논문에서는 XML 문서를 대상으로 XML 실체 뷰를 지원하고, 데이터베이스에 저장된 XML 문서가 수정되었을 경우에 XML 실체 뷰에 대해 점진적 갱신(incremental refresh)을 지원하는 XML 실체 뷰 관리 프레임워크(framework)를 제안하였다.

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Four Consistency Levels in Trigger Processing (트리거 처리 4 단계 일관성 레벨)

  • ;Eric Hanson
    • Journal of KIISE:Databases
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    • v.29 no.6
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    • pp.492-501
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    • 2002
  • An asynchronous trigger processor (ATP) is a oftware system that processes triggers after update transactions to databases are complete. In an ATP, discrimination networks are used to check the trigger conditions efficiently. Discrimination networks store their internal states in memory nodes. TriggerMan is an ATP and uses Gator network as the .discrimination network. The changes in databases are delivered to TriggerMan in the form of tokens. Processing tokens against a Gator network updates the memory nodes of the network and checks the condition of a trigger for which the network is built. Parallel token processing is one of the methods that can improve the system performance. However, uncontrolled parallel processing breaks trigger processing semantic consistency. In this paper, we propose four trigger processing consistency levels that allow parallel token processing with minimal anomalies. For each consistency level, a parallel token processing technique is developed. The techniques are proven to be valid and are also applicable to materialized view maintenance.

An Efficient Incremental View Maintenance in Data Warehouses (데이타 웨어하우스에서 효과적인 점진적 뷰 관리)

  • Lee, Ki-Yong;Kim, Myoung-Ho
    • Journal of KIISE:Databases
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    • v.27 no.2
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    • pp.175-184
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    • 2000
  • A data warehouse is an integrated and summarized collection of data that can efficiently support decision making process. The summarized data at the data warehouse is often stored in materialized views. These materialized views need to be updated when source data change. Since the propagation of updates to the views may impose a significant overhead, it is very important to update the warehouse views efficiently. Though various strategies have been proposed to maintain views in the past, they typically require too much accesses to the data sources when the changes of multiple data sources have to be reflected in the view. In this paper we propose an efficient view update strategy that uses relatively small number of accesses to the data sources. We also show the performance advantage of our method over other existing methods through experiments using TPC-D data and queries.

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Performance Analysis for Maintaining Distributed Views

  • Lee, Wookey
    • Proceedings of the Korea Database Society Conference
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    • 1997.10a
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    • pp.515-523
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    • 1997
  • Maintaining materialized views and/or replica can basically be considered as a client-sewer architecture that extracts the changes of the distributed source data and transfers them to the relevant target sites. View maintenance and materialized views are considered to be important for suggesting solutions to the problems such as a decision support, active databases, a data warehouse, temporal databases, internet applications, etc. In this paper an analysis is addressed that formulates the cost functions and evaluates them as the propagation subjects, objects, and update policies. The propagation subject can be the client side, sewer side, and the third: and the objects can be base tables, semi-base tables, and delta files: And the update policies can be the immediate, deferred and periodic ones, respectively.

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Realtime Report Generation Model using Trigger Based Incremental Materialized View Maintenance Mechanism (트리거 기반의 점진적 형성뷰 관리기법을 이용한 실시간 보고서 생성모델)

  • Lee, Nam-Il;Kim, Jin-Soo;Hyun, Deuk-Chang;Ryu, Keun-Ho;Shin, Ye-Ho
    • Journal of the Korea Computer Industry Society
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    • v.5 no.9
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    • pp.973-986
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    • 2004
  • Reports have a significant meaning In large transaction environments, such as advanced the information technology and online environment. This is due to the necessity of generating reports within a giventime limit without restraining the operation performance of large transaction environments. In order to generate reports in large transaction environments while sa!isfying time-constrained requirements, this paper proposes a model which combines the incremental operation mechanism and materialized view mechanism using triggers and stored procedures. Further, the implementation and evaluation of the proposed model provides the identification of the characteristics of the proposed model.

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A View Maintenance Algorithm Considering Network Delay in Data Warehouse Systems based on Materialized Views (실체 뷰를 기반으로 하는 데이터 웨어하우스 시스템에서 통신지연을 고려한 뷰 유지 알고리즘)

  • Han, Geun-Su;Sin, Dong-Cheon
    • Journal of KIISE:Software and Applications
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    • v.26 no.6
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    • pp.780-790
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    • 1999
  • 데이터 웨어하우스는 의사결정을 위하여 여러 소스로부터 데이터를 계속 축적하는 저장고로 볼 수 있다. 따라서, 데이터웨어하우스와 지역소스사이의 일관성 유지문제는 데이터 웨어하우스 환경에서 가장 중요한 문제중의 하나로 인식되어 오고 있다. 본 논문에서는 실체 뷰를 기반으로 하는 데이터 웨어하우스 시스템에서 통신지연을 고려한 일관성 유지 알고리즘을 제안한다. 기존의 연구와 달리 제안한 알고리즘은 다중 갱신을 허용하면서도 완전 일관성을 수준을 보장한다.

A Study on Data Caching and Updates for Efficient Spatial Query Processing in Client/Server Environments (클라이언트/서버 환경에서 효율적인 공간질의 처리를 위한 데이터 캐싱과 변경에 관한 연구)

  • 문상호
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.6
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    • pp.1269-1275
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    • 2003
  • This paper addresses several issues on data caching and consistency of cached data in order to process client's queries efficiently in client/server environments. For the purpose, first of all, materialized spatial views are adapted in a client side for data caching, which is called client views. Also, an incremental update scheme using derivation relationships is applied to keep cached data of clients consistent with the rest of server databases. Materialized views support efficient query processing in a client side, however, it is difficult to keep consistent their contents by the update of a server database. In this paper, we devise cost functions on query execution and view maintenance based the cost of spatial operators so as to process client's queries efficiently. When request the client's query, in our query processing scheme, the server determines whether or not materialize it as a view due to evaluation using the related cost functions. Since the scheme supports a hybrid approach based on both view materialization and re-execution, hence, it should improve query execution times in client/server environments.