• Title/Summary/Keyword: 주기억장치

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Performance Evaluation of Transaction Processing in Main Memory DBMS (주기억장치 DBMS의 트랜잭션 성능 평가)

  • Lee, Kyu-Woong
    • Journal of the Korea Computer Industry Society
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    • v.6 no.3
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    • pp.559-566
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    • 2005
  • ALTIBASE is the relational main memory DBMS that enables us to develop the high performance and fault tolerant applications. It guarantees the short and predictable execution time as well as the basic functionality of conventional disk-based DBMS. We present the overview of system architecture and the performance analysis with respect to the various design choices. The assorted experiments are performed under the various environments. The results of TPC-H and Wisconsin benchmark tests are described. We illustrate the various performance comparisons under the various index mechanisms, the replication models, the transaction durabilities, and the application structures. A performance study shows the ALTIBASE system can be applied to the wide area of industrial DBMS fields.

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Design and Implementation of an Index Manager for a Main Memory DBMS (주기억장치 DBMS를 위한 인덱스 관리자의 설계 및 구현)

  • Kim, Sang-Wook;Yeom, Sang-Min;Kim, Yun-Ho;Lee, Seung-Sun;Choi, Wan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.4B
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    • pp.661-674
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    • 2000
  • The main memory DBMS(MMDBMS) efficiently supports various database applications that require high performance since it employs main memory rather than disk as a primary storage. In this paper, we discuss theexperiences obtained in developing the index manager of the Tachyon, a next-generation MMDBMS. The indexmanager is an essential sub-component of the DBMS used to speed up the retrieval of objects from a largevolume of a database in response to a certain search condition. Previous research efforts on indexing proposed various index structures. However, they hardly dealt with the practical issues occured in implementating an index manager on a target DBMS. In this paper, we touch these issues and present our experiences in developing the index manager on the Tachyon as solutions. The main issues touched are (1) compact representation of an indexentry, (2) support of variable-length keys, (3) support of multiple-attribute keys, (4) support of duplicated keys,(5) definition of external APls, (6) concurrency control, and (7) backup and recovery. We believe that ourcontribution would help MMDBMS developers highly reduce their trial-and-errors.

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T*-tree:An Efficient Indexing Technique for Main Memory Database (T*-트리:주기억 데이터베이스에서의 효율적인 색인기법)

  • 최공림;김기룡;김경창
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.10
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    • pp.2597-2604
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    • 1996
  • 본 논문에서는 주기억 데이터베이스 시스템에서의 효율적인 데이터 처리를 위하여 T*-트리라는 새로운 색인구조를 제시한다. T*-트리 색인구조는 기존의 디스크를 기반으로 하는 색인기법과 달리 모든 데이터가 주기억장치에 적재되어 있는 시스템에서 보다 빠른 데이터 접근과 메모리 공간의 효율적인 사용을 위해 주기억 데이터베이스 시스템에서 주로 사용되고 있는 T*-트리색인구조의 장점은 그대로 계승하면서 단점을 보완한 인덱스 구조이다. 본 논문에서 제시하는 T*-트리는 데이터 아이템에 대한 검색과 저장공간의 활용면에서는 T*-트리와 대동소이한 성능을 가지고 있으나, 범위 질의에서와 데이터 아이템에 대한 검색과 삭제시 중간노드에서의 노드간의 순회경로를 줄임으로써 보다 향상된 성능을 보여준다. 또한 T*-트리와 스레드 이진트리를 조합하는 경우에는 순회경로가 다소 단축되지만 중간노드에서 자신보다 높은 레벨의 후속 노드로의 순회는 기존의 인오더 트리 순회에 의존하지만, T*-트리에서는 후위포인터를 이용하므로 직접순회가 가능하게 된다. 본 논문에서는 제안된 T*-트리의 구조와 T*-트리의 검색, 삽입 및 삭제 연산을 위한 알고리즘을 설명한 후, 기존의 T*-트리와 성능분석을 실시하고 그 결과를 제시한다. 성능 분석결과 T*-트리는 데이터 검색의 경우 기존의 T*-트리와 거의 동일한 성능을 보였으며, 삽입과 식제등 색인구조의 변경시는 약간의 성능향상을 보였으나, 범위질의와 순차질의에서는 매우 향상된 성능을 나타냈다.

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Design and Implementation of a High-Performance Index Manager in a Main Memory DBMS (주기억장치 DBMS를 위한 고성능 인덱스 관리자의 설계 및 구현)

  • Kim, Sang-Wook;Lee, Kyung-Tae;Choi, Wan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.7B
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    • pp.605-619
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    • 2003
  • The main memory DBMS(MMDBMS) efficiently supports various database applications that require high performance since it employs main memory rather than disk as a primary storage. In this paper, we discuss the index manager of the Tachyon, a next-generation MMDBMS. Recently, the gap between the CPU processing and main memory access times is becoming much wider due to rapid advance of CPU technology. By devising data structures and algorithms that utilize the behavior of the cache in CPU, we are able to enhance the overall performance of MMDBMSs considerably. In this paper, we address the practical implementation issues and our solutions for them obtained in developing the cache-conscious index manager of the Tachyon. The main issues touched are (1) consideration of the cache behavior, (2) compact representation of the index entry and the index node, (3) support of variable-length keys, (4) support of multiple-attribute keys, (5) support of duplicated keys, (6) definition of the system catalog for indexes, (7) definition of external APIs, (8) concurrency control, and (9) backup and recovery. We also show the effectiveness of our approach through extensive experiments.

A Construction of Pointer-based Model for Main Memory Database Systems (주기억장치 데이터베이스를 위한 포인터 기반 모델의 구축)

  • Bae, Myung-Nam;Choi, Wan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.4B
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    • pp.323-338
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    • 2003
  • The main memory database systems (MMDBMS) efficiently supports various database applications that require high performance since it employs main memory rather than disk as a primary storage. Recently, it has been increased needs that have the fast data processing as well as the efficient modeling of application requiring for a complicated structure, and conformity to applications that need the strict dta consistency. In MMDBMS, because all the data is located in the main memory, it can support the usable expression methods of data satisfying their needs without performance overhead. The method has the operation to manipulate the data and the constraint such as referential integrity in more detail. The data model consists of this methods is an essential component to decide the expression power of DBMS. In this paper, we discuss about various requests to provide the communication services and propose the data model that support it. The mainly discussed issues are 1) definition of the relationship between tables using the pointer, 2) navigation of the data using the relationship, 3) support of the referential integrity for pointer, 4) support of the uniform processing time for the join, 5) support of the object-oriented concepts, and 6) sharing of an index on multi-tables. We discuss the pointer-based data model that designed to include these issues to efficiently support complication environments.

Design of ALTIBASE^{TM}$ Storage Manager for High Performance and High Availability (고성능 고가용성을 위한 ALTIBASE^{TM}$ 자료저장 관리기의 설계)

  • 임화정;이규웅;정광철
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04b
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    • pp.196-198
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    • 2004
  • 기존 디스크 기반 데이터베이스 관리 시스템은 디스크를 주저장장치로 활용하는 특징적 환경 때문에 주기억 상주 데이터베이스 관리 시스템의 메모리 관리, 인덱스 관리, 자료저장관리 기능 등에 대한설계 및 구현 기술이 기본적으로 다르다. 본 논문에서는 현재 상용 시스템으로 사용되고 있는ALTIBASE$^{TM}$ 주기억 상주 DBMS의 설계 및 구현내용을 기술한다.

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Management of Database Replication in Main Memory DBMS ALTIBASE$^{TM}$ for High Availability (고가용성을 위한 주기억장치 DBMS ALTIBASE$^{TM}$의 이중화 관리 기법)

  • Lee Kyu Woong
    • Journal of Internet Computing and Services
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    • v.6 no.1
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    • pp.73-84
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    • 2005
  • ALTIBASE/sup TM/ is the relational main-memory DBMS in which a main memory is primarily used as the main storage device. We present the database replication strategies and techniques of the ALTIBASETM system in order to meet the requirement of high availability and efficient transaction processing. Our process architecture for replication management and its communication model are proposed, and database replication protocols are also described. We show the experimental result of transaction processing rate with various DBMS parameters and overall performance of database replication system as compared to standalone system.

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A Disk Group Commit Protocol for Main-Memory Database Systems (주기억 장치 데이타베이스 시스템을 위한 디스크 그룹 완료 프로토콜)

  • 이인선;염헌영
    • Journal of KIISE:Databases
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    • v.31 no.5
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    • pp.516-526
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    • 2004
  • Main-Memory DataBase(MMDB) system where all the data reside on the main memory shows tremendous performance boost since it does not need any disk access during the transaction processing. Since MMDB still needs disk logging for transaction commit, it has become another bottleneck for the transaction throughput and the commit protocol should be examined carefully. There have been several attempts to reduce the logging overhead. The pre-commit and group commit are two well known techniques which do not require additional hardware. However, there has not been any research to analyze their effect on MMDB system. In this paper, we identify the possibility of deadlock resulting from the group commit and propose the disk group commit protocol which can be readily deployed. Using extensive simulation, we have shown that the group commit is effective on improving the MMDB transaction performance and the proposed disk group commit almost always outperform carefully tuned group commit. Also, we note that the pre-commit does not have any effect when used alone but shows some improvement if used in conjunction with the group commit.

Performance Evaluation of Catalog Management Schemes for Distributed Main Memory Databases (분산 주기억장치 데이터베이스에서 카탈로그 관리 기법의 성능평가)

  • Jeong, Han-Ra;Hong, Eui-Kyeong;Kim, Myung
    • Journal of Korea Multimedia Society
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    • v.8 no.4
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    • pp.439-449
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    • 2005
  • Distributed main memory database management systems (DMM-DBMSs) store the database in main memories of the participating sites. They provide high performance through fast access to the local databases and high speed communication among the sites. Recently, a lot of research results on DMM- DBMSs has been reported. However, to the best of our knowledge, there is no known research result on the performance of the catalog management schemes for DMM-DBMSs. In this work, we evaluated the performance of the partitioned catalog management schemes through experimental analysis. First, we classified the partitioned catalog management schemes into three categories : Partitioned Catalogs Without Caching (PCWC), Partitioned Catalogs With Incremental Caching (PCWIC), and Partitioned Catalogs With Full Caching (PCWFC). Experiments were conducted by varying the number of sites, the number of terminals per site, buffer size, write query ratio, and local query ratio. Experiments show that PCWFC outperforms the other two schemes in all cases. It also means that the performance of PCWIC gradually increases as time goes by. It should be noted that PCWFC does not guarantee high performance for disk-based distributed DBMSs in cases when the workload of individual site is high, catalog write ratio is high, or remote data objects are accessed very frequently. Main reason that PCWFC outperforms for DMM-DBMSs is that query compilation and remote catalog access can be done in a very high speed, even when the catalogs of the remote data objects are frequently updated.

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