• Title/Summary/Keyword: Caching Management

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A Study on Data Availability Improvement using Mobility Prediction Technique with Location Information (위치 정보와 이동 예측 기법을 이용한 데이터 가용성 향상에 관한 연구)

  • Yang, Hwan Seok
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.4
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    • pp.143-149
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    • 2012
  • MANET is a network that is a very useful application to build network environment in difficult situation to build network infrastructure. But, nodes that configures MANET have difficulties in data retrieval owing to resources which aren't enough and mobility. Therefore, caching scheme is required to improve accessibility and availability for frequently accessed data. In this paper, we proposed a technique that utilize mobility prediction of nodes to retrieve quickly desired information and improve data availability. Mobility prediction of modes is performed through distance calculation using location information. We used technique which global cluster table and local member table is managed by cluster head to reduce data consistency and query latency time. We compared COCA and CacheData and experimented to confirm performance of proposed scheme in this paper and efficiency of the proposed technique through experience was confirmed.

A Design and Performance Analysis of Web Cache Replacement Policy Based on the Size Heterogeneity of the Web Object (웹 객체 크기 이질성 기반의 웹 캐시 대체 기법의 설계와 성능 평가)

  • Na Yun Ji;Ko Il Seok;Cho Dong Uk
    • The KIPS Transactions:PartC
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    • v.12C no.3 s.99
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    • pp.443-448
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    • 2005
  • Efficient using of the web cache is becoming important factors that decide system management efficiency in the web base system. The cache performance depends heavily on the replacement algorithm which dynamically selects a suitable subset of objects for caching in a finite cache space. In this paper, the web caching algorithm is proposed for the efficient operation of the web base system. The algorithm is designed based on a divided scope that considered size reference characteristic and heterogeneity on web object. With the experiment environment, the algorithm is compared with conservative replacement algorithms, we have confirmed more than $15\%$ of an performance improvement.

Performance Analysis of IPTV Channel Searching Interfaces by Utilizing Memory Management Techniques (메모리 관리 기술을 활용한 IPTV 채널 탐색 인터페이스의 효율성 분석)

  • Bahn, Hyokyung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.6
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    • pp.29-33
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    • 2019
  • Recently, due to the rapid improvement of communication technologies as well as the easy production of video contents, IPTV is becoming increasingly popular. Meanwhile, as the number of IPTV channels increases rapidly, much time is required for finding the user's desired channel. This paper discusses and analyzes the effectiveness of reducing IPTV channel searching delays by using memory management techniques of computer systems. Specifically, this paper introduces how memory management techniques such as memory replacement, prefetching, and caching techniques can be adopted in IPTV channel searching interfaces by mapping between the two problems and discusses the effectiveness of the techniques.

Efficient Cooperative Caching Algorithm for Distributed File Systems (분산 파일시스템을 위한 효율적인 협력캐쉬 알고리즘)

  • 박새미;이석재;유재수
    • Proceedings of the Korea Contents Association Conference
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    • 2003.11a
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    • pp.234-244
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    • 2003
  • In distributed file-systems, cooperative caching algorithm which owns the data cached at each node jointly is used to reduce an expense of disk access. Cooperative caching algorithm is the method that increases a cache hit-ratio and decrease a disk access as it holds the cache information of distributed systems in common and makes cache larger virtually. Recently, several cooperative caching algorithms decrease the message costs by using approximate information of the cache and increase the cache hit-ratio by using local and global cache fields dynamically. And they have an advantage that increases the whole field hit-ratio by sending a replaced block to the idel node on cache replacement in order to maintain the replaced block in the cache field. However the wrong approximate information deteriorates the performance, the concistency maintenance goes to great expense to exchange messeges and the cost that manages Age-information of each node to choose the idle node increases. In this thesis, we propose a cooperative cache algorithm that maintains correct cache information, minimizes the maintance cost for consistency and the management cost for cache Age-information. Also, we show the superiority of our algorithm through the performance evaluation.

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Design and Performance Analysis of Caching Algorithms for Distributed Non-uniform Objects (분산 이질형 객체 환경에서 캐슁 알고리즘의 설계 및 성능 분석)

  • Bahn, Hyo-Kyung;Noh, Sam-Hyeok;Min, Sang-Lyul;Koh, Kern
    • Journal of KIISE:Computer Systems and Theory
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    • v.27 no.6
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    • pp.583-591
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    • 2000
  • Caching mechanisms have been studied extensively to buffer the speed gap of hierarchical storages in the context of cache memory, paging system, and buffer management system. As the wide-area distributed environments such as the WWW extend broadly, caching of remote objects becomes more and more important. In the wide-area distributed environments, the cost and the benefit of caching an object is not uniform due to the location of the object; which should be considered in the cache replacement algorithms. For online operation, the time complexity of the replacement algorithm should not be excessive. To date, most replacement algorithms for the wide-area distributed environments do not meet both the non-uniformity of objects and the time complexity constraint. This paper proposes a replacement algorithm which considers the non-uniformity of objects properly; it also allows for an efficient implementation. Trace-driven simulations show that proposed algorithm outperforms existing replacement algorithms.

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An XML-based Content Management System supporting Dynamic Content Caching (동적 컨텐츠 캐싱을 지원하는 XML 기반의 컨텐츠 관리 시스템의 구현)

  • Koo Heung-Seo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.7
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    • pp.794-799
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    • 2005
  • In this paper, We describe the XML-based Web content management system that supports the efficient dynamic content publishing environment. EasyCM is designed based on Cocoon2 that is the XML publishing framework. We propose the publishing mechanism to support the efficient dynamic content publishing environment to expand into the available dynamic content caching to Cocoon2. Publishing mechanism of EasyCM draws XML object from content repository, associates XML with XSLT, creates and caches content components preprocessing HTML transformation process, and publish web pages constructed into cached content component. For supporting more efficient caching, EasyCM supports also content component update, two update method that is immediately-update and delay-update for updated content component.

IT-based Technology An Efficient Global Buffer Management ,algorithm for SAN Environments (SAN 환경을 위한 효율적인 전역버퍼 관리 알고리즘)

  • 이석재;박새미;송석일;유재수;이장선
    • The Journal of the Korea Contents Association
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    • v.4 no.3
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    • pp.71-80
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    • 2004
  • In distributed file-systems, cooperative caching algorithm which owns the data cached at each node jointly is used to reduce an expense of disk access. Cooperative caching algorithm is the method that increases a cache hit-ratio and decrease a disk access as it holds the cache information of distributed systems in common and makes cache larger virtually. Recently, several cooperative caching algorithms decrease the message costs by using approximate information of the cache and increase the cache hit-ratio by using local and global cache fields dynamically. And they have an advantage that increases the whole field hit-ratio by sending a replaced buffer to the idle node on buffers replacement in order to maintain the replaced cache in the cache field. However the wrong approximate information deteriorates the performance, the consistency maintenance goes to great expense to exchange messages and the cost that manages Age-information of each node to choose the idle node increases. In this thesis, we propose a cooperative cache algorithm that maintains correct cache information, minimizes the maintenance cost for consistency and the management cost for buffer Age-information. Also, we show the superiority of our algorithm through the performance evaluation.

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A Popularity-driven Cache Management and its Performance Evaluation in Meta-search Engines (메타 검색 엔진을 위한 인기도 기반 캐쉬 관리 및 성능 평가)

  • Hong, Jin-Seon;Lee, Sang-Ho
    • Journal of KIISE:Databases
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    • v.29 no.2
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    • pp.148-157
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    • 2002
  • Caching in meta-search engines can improve the response time of users' request. We describe the cache scheme in our meta-search engine in terms of its architecture and operational flow. In particular, we propose a popularity-driven cache algorithm that utilizes popularities of queries to determine cached data to be purged. The popularity is a value that represents the normalized occurrence frequency of user queries. This paper presents how to collect popular queries and how to calculate query popularities. An empirical performance evaluation of the popularity-driven caching with the traditional schemes (i.e., least recently used (LRU) and least frequently used (LFU)) has been carried out on a collection of real data. In almost all cases, the proposed replacement policy outperforms LRU and LFU.

Development of GML Map Visualization Service and POI Management Tool using Tagging (GML 지도 가시화 서비스 및 태깅을 이용한 POI 관리 도구 개발)

  • Park, Yong-Jin;Song, Eun-Ha;Jeong, Young-Sik
    • Journal of Internet Computing and Services
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    • v.9 no.3
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    • pp.141-158
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    • 2008
  • In this paper, we developed the GML Map Server which visualized the map based on GML as international standard for exchanging the common format map and for interoperability of GIS information. And also, it should transmit effectively GML map into the mobile device by using dynamic map partition and caching. It manages a partition based on the visualization area of a mobile device in order to visualize the map to a mobile device in real time, and transmits the partition area by serializing it for the benefit of transmission. Also, the received partition area is compounded in a mobile device and is visualized by being partitioned again as four visible areas based on the display of a mobile device. Then, the area is managed by applying a caching algorithm in consideration of repetitiveness for a received map for the efficient operation of resources. Also, in order to prevent the delay in transmission time as regards the instance density area of the map, an adaptive map partition mechanism is proposed for maintaining the regularity of transmission time. GML Map Server can trace the position of mobile device with WIPI environment in this paper. The field emulator can be created mobile devices and mobile devices be moved and traced it's position instead of real-world. And we developed POIM(POI Management) for management hierarchically POI information and for the efficiency POI search by using the individual tagging technology with visual interface.

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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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