• Title/Summary/Keyword: Main-Memory Database

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Design of Memory-Resident GIS Database Systems

  • Lee, J. H.;Nam, K.W.;Lee, S.H.;Park, J.H.
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.499-501
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    • 2003
  • As semiconductor memory becomes cheaper, the memory capacity of computer system is increasing. Therefore computer system has sufficient memory for a plentiful spatial data. With emerging spatial application required high performance, this paper presents a GIS database system in main memory. Memory residence can provide both functionality and performance for a database management system. This paper describes design of DBMS for storing, querying, managing and analyzing for spatial and non-spatial data in main-memory. This memory resident GIS DBMS supports SQL for spatial query, spatial data model, spatial index and interface for GIS tool or applications.

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The T-tree index recovery for distributed main-memory database systems in ATM switching systems (ATM 교환기용 분산 주기억장치 상주 데이터베이스 시스템에서의 T-tree 색인 구조의 회복 기법)

  • 이승선;조완섭;윤용익
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.9
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    • pp.1867-1879
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    • 1997
  • DREAM-S is a distributed main-memory database system for the real-time processing of shared operational datra in ATM switching systems. DREAM-S has a client-server architecture in which only the server has the diskstorage, and provides the T-Tree index structure for efficient accesses to the data. We propose a recovery technique for the T-Tree index structre in DREAM-S. Although main-memory database system offer efficient access performance, the database int he main-memory may be broken when system failure such as database transaction failure or power failure occurs. Therfore, a recovery technique that recovers the database (including index structures) is essential for fault tolerant ATM switching systems. Proposed recovery technique relieves the bottleneck of the server processors disk operations by maintaining the T-Tree index structure only in the main-memory. In addition, fast recovery is guaranteed even in large number of client systems since the T-Tree index structure(s) in each system can be recovered cncurrently.

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Design and Evaluation of Transaction Processing System based on Main Memory Database (주기억장치 데이터베이스 기반 트랜잭션 처리 시스템의 설계 및 평가)

  • 심종익
    • Journal of Korea Multimedia Society
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    • v.2 no.4
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    • pp.367-377
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    • 1999
  • Nowadays, the number of database applications which need fast transaction processing are increasing. One way to improve the performance of transaction processing is to reside the whole database in main memory As semiconductor memory becomes cheaper and chip densities increase, the research to improve transaction throughput rates of transaction processing system, using main memory databases, has begun In this thesis, how to implement a high performance transaction processing system based on main memory databases, new concurrency control scheme, recovery scheme and storage structure is presented. The objective of the proposed schemes is to improve the transaction processing system performance measured by transaction throughput and response times.

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Concurrency Control Protocol for Main Memory Database Systems (주기억 데이터베이스 시스템을 위한 병행수행 제어 프로토콜)

  • Sim, Jong-Ik;Bae, Hae-Yeong
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.7
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    • pp.1687-1696
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    • 1996
  • Most of the main memory database systems use two-phase locking(2PL)for concurrency control. The 2PL method is preferred over other methods for concurrency control because of its simplicity and common usage. However, conventional concurrency control solution will function poorly when the data are memory resident. In this paper, we propose a new optimistic concurrency control protocol for a main memory database system. In our proposed protocol, transaction conflict information is used in validation phase to improve data conflict resolution decisions. Our experiments show that the proposed protocol performs better than 2PL in terms of throughput for main memory database system enshrinements.

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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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EFFICIENT MANAGEMENT OF VERY LARGE MOVING OBJECTS DATABASE

  • Lee, Seong-Ho;Lee, Jae-Ho;An, Kyoung-Hwan;Park, Jong-Hyun
    • Proceedings of the KSRS Conference
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    • v.2
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    • pp.725-727
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    • 2006
  • The development of GIS and Location-Based Services requires a high-level database that will be able to allow real-time access to moving objects for spatial and temporal operations. MODB.MM is able to meet these requirements quite adequately, providing operations with the abilities of acquiring, storing, and querying large-scale moving objects. It enables a dynamic and diverse query mechanism, including searches by region, trajectory, and temporal location of a large number of moving objects that may change their locations with time variation. Furthermore, MODB.MM is designed to allow for performance upon main memory and the system supports the migration on out-of-date data from main memory to disk. We define the particular query for truncation of moving objects data and design two migration methods so as to operate the main memory moving objects database system and file-based location storage system with.

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Design and Implementation of a Main Memory Index Structure in a DBMS

  • Bae, Duck-Ho;Kim, Jong-Dae;Park, Se-Mi;Kim, Sang-Wook
    • International Journal of Contents
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    • v.3 no.3
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    • pp.1-5
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    • 2007
  • 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. An index manager is an essential sub-component of a DBMS used to speed up the retrieval of objects from a large volume 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 occurred in implementing an index manager on a target DBMS. In this paper, we touch these issues and present our experiences in developing the index manager. The main issues are (1) compact representation of an index entry, (2) support of variable-length keys. (3) support of multiple-attribute keys, and (4) support of duplicated keys.

Recovery Techniques for Memory Resident Databases (메인 메모리 상주 데이터 베이스 회복 기법)

  • Kim, Sang-Wook;Lee, Heon-Gyil;Kim, Yong-Seok
    • Journal of Industrial Technology
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    • v.15
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    • pp.51-62
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    • 1995
  • Databases can crash due to various failures in computer systems. Recovery is a mechanism for restoring consistent data from damages caused by the by the failures and is an essential feature in database systems. This paper surveys recovery techniques for memory resident database systems. We first describe the basic architecture for memory resident database systems, and point out the main factors affecting their performance enhancement. Next, we explain the write-ahead logging(WAL), a recovery technique widely-used in most disk resident database systems, for easy understanding of basic recovery mechanisms. And then, we discuss some new concepts employed in memory resident database systems recovery. Finally, we present a representative memory resident database recovery technique, which is based on a special purpose hardware called HALO, as a case study.

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Design and Implementation of a Main-Memory Database System for Real-time Mobile GIS Application (실시간 모바일 GIS 응용 구축을 위한 주기억장치 데이터베이스 시스템 설계 및 구현)

  • Kang, Eun-Ho;Yun, Suk-Woo;Kim, Kyung-Chang
    • The KIPS Transactions:PartD
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    • v.11D no.1
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    • pp.11-22
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    • 2004
  • As random access memory chip gets cheaper, it becomes affordable to realize main memory-based database systems. Consequently, reducing cache misses emerges as the most important issue in current main memory databases, in which CPU speeds have been increasing at 60% per year, compared to the memory speeds at 10% per you. In this paper, we design and implement a main-memory database system for real-time mobile GIS. Our system is composed of 5 modules: the interface manager provides the interface for PDA users; the memory data manager controls spatial and non-spatial data in main-memory using virtual memory techniques; the query manager processes spatial and non-spatial query : the index manager manages the MR-tree index for spatial data and the T-tree index for non-spatial index : the GIS server interface provides the interface with disk-based GIS. The MR-tree proposed propagates node splits upward only if one of the internal nodes on the insertion path has empty space. Thus, the internal nodes of the MR-tree are almost 100% full. Our experimental study shows that the two-dimensional MR-tree performs search up to 2.4 times faster than the ordinary R-tree. To use virtual memory techniques, the memory data manager uses page tables for spatial data, non- spatial data, T-tree and MR-tree. And, it uses indirect addressing techniques for fast reloading from disk.

Hyper-TH : An Index Mechanism for Real-Time Main Memory Database Systems (Hyper-TH : 실시간 주기억장치 데이터베이스 시스템을 위한 색인기법)

  • 민영수;신재룡;이병엽;유재수
    • The Journal of Information Technology and Database
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    • v.8 no.2
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    • pp.103-114
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    • 2001
  • In this paper, we propose an efficient index mechanism for real-time main memory database systems. Existing main memory index structures based on the tree can effectively support range searches. However, it doesn't guarantee the real-time characteristic because difference between the access time of a node and an average access time can be high. The index structures based on the hash have always a regular random access time on the simple searches and that speed is very fast. However they do not support range searches. To solve such problems, we propose a new index mechanism called Hyper Tree-Hash (Hyper-TH) that combines ECBH (Extendible Chained Bucket Hashing) and T*-tree. ECBH can be dynamically extended and has a very fast access time. T*-tree effectively supports the range searches. We show through our experiments that the proposed mechanism outperforms existing other index structures.

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