• Title/Summary/Keyword: dynamic caching

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An Efficient Peer-to-Peer Web Caching Model with the Dynamic Participation of Peers (네트워크 동적 참여 기반의 효율적인 피어-투-피어 웹 캐슁 모델)

  • Ryu Young-Suk;Yang Sung-Bong
    • Journal of KIISE:Information Networking
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    • v.32 no.6
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    • pp.705-715
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    • 2005
  • A peer-to-peer web caching has been studied recently as it can reduce the traffic converged on the server side and can support the traditional web caching model. Although the peer-to-peer web caching has the merit of having additional cache space from the local caches of peers without additional infrastructure, several constraints such as dynamic participation and local caching strategy caused by the autonomy of peers in peer-to-peer networks nay limit the performance of the peer-to-peer web caching. To overcome these limitations, we propose an efficient directory-based peer-to-peer web caching system under dynamic participation of peers. In the proposed caching system, we present new peer selection and replica management schemes by introducing the concept of the object lifetime in P2P networks. We evaluate the effectiveness of the proposed system through trace-driven simulations with a web log dataset. Simulation results show that the proposed system has higher accuracy and fewer redirection failures than the conventional directory-based P2P web caching system in feasible peer-to-peer networks.

Dynamic Probabilistic Caching Algorithm with Content Priorities for Content-Centric Networks

  • Sirichotedumrong, Warit;Kumwilaisak, Wuttipong;Tarnoi, Saran;Thatphitthukkul, Nattanun
    • ETRI Journal
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    • v.39 no.5
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    • pp.695-706
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    • 2017
  • This paper presents a caching algorithm that offers better reconstructed data quality to the requesters than a probabilistic caching scheme while maintaining comparable network performance. It decides whether an incoming data packet must be cached based on the dynamic caching probability, which is adjusted according to the priorities of content carried by the data packet, the uncertainty of content popularities, and the records of cache events in the router. The adaptation of caching probability depends on the priorities of content, the multiplication factor adaptation, and the addition factor adaptation. The multiplication factor adaptation is computed from an instantaneous cache-hit ratio, whereas the addition factor adaptation relies on a multiplication factor, popularities of requested contents, a cache-hit ratio, and a cache-miss ratio. We evaluate the performance of the caching algorithm by comparing it with previous caching schemes in network simulation. The simulation results indicate that our proposed caching algorithm surpasses previous schemes in terms of data quality and is comparable in terms of network performance.

Dynamic Buffer Allocation Scheme for Caching in Realtime Multimedia Systems (실시간 멀티미디어 시스템에서의 캐슁을 위한 동적 버퍼 할당 기법)

  • Kwon, Jin-Baek;Yeom, Heon-Young;Lee, Kyung-Oh
    • Journal of KIISE:Computer Systems and Theory
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    • v.27 no.4
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    • pp.420-430
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    • 2000
  • Several caching schemes for realtime multimedia systems have been proposed, but they focus only on increasing the hit ratio without providing any means to utilize the saved disk bandwidth due to cache hits. One of the most important metrics in multimedia systems is the number of clients that the systems can service simultaneously guaranteeing Quality of Service(QoS). Preemptive but Safe Interval Caching(PSIC) was proposed as a caching scheme which makes it possible to provide deterministic QoS.. However, it has no ability to adapt to the change of system environments since it has no mechanism to change the cache size. In this paper, we present a new caching scheme, Dynamic Interval Caching(DIC), which maximizes the performance, regardless of the change of system environments, providing hiccup-free service, by managing memory buffers dynamically. And it is demonstrated that DIC allocates buffer cache optimally, by comparing with PSIC through trace-driven simulations.

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Mobility-Aware Edge Caching Algorithm with Dynamic Content Popularity (동적 인기도 콘텐츠를 활용한 이동성 인식 엣지 캐싱 알고리즘)

  • Lee, Tae-Yoon;Lee, SuKyoung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.135-137
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    • 2022
  • 이동성 기반의 기존 엣지 캐싱 연구에서는 인기도가 짧은 시간 급격하게 변화하는 SNM(Shot Noise Model) 콘텐츠를 반영하지 않았다. 동적 인기도 특성을 다루지 않는 경우, 잦은 캐시 미스가 발생하므로 SNM 콘텐츠를 고려하는 것은 중요하다. 이에 본 논문은 이동성을 고려한 기존 연구에 SNM 콘텐츠를 함께 고려하고, 시뮬레이션을 통해 기존 연구 대비 제안 알고리즘의 향상된 캐시 적중률을 확인한다.

Development of a Distributed Web Caching Network through Consistent Hashing and Dynamic Load Balancing

  • Hwan Chang;Jong Ho Park;Ju Ho Park;Kil To Chong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.11C
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    • pp.1040-1045
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    • 2002
  • This paper focuses on a hash-based, distributed Wet caching network that eliminates inter-cache communication. An agent program on cache servers, a mapping program on the DNS server, and other components comprised in a distributed Web caching network were modified and developed to implement a so-called "consistent" hashing. Also, a dynamic load balancing algorithm is proposed to address the load-balancing problem that is a key performance issue on distributed architectures. This algorithm effectively balances the load among cache servers by distributing the calculated amount of mapping items that have higher popularity than others. Therefore, this developed network can resolve the imbalanced load that is caused by a variable page popularity, a non-uniform distribution of a hash-based mapping, and a variation of cache servers.

An Efficient Data Broadcast System Supporting Dynamic Data Request Patterns in Mobile Data Services (이동 데이터 서비스에서 동적인 데이터 요청패턴을 지원하는 효율적인 데이터 방송 시스템)

  • Shin, Dong-Cheon
    • Journal of Information Technology Services
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    • v.8 no.1
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    • pp.179-192
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    • 2009
  • In wireless environments, it is very effective to introduce a data broadcast system for providing a number of clients with mobile data services. In particular, an efficient broadcast scheduling and a caching strategy are very important for performance of data broadcast systems in wireless environments which have such inherent restrictions as low bandwidth, frequent disconnections, and short battery life. In this paper, we present a data broadcast scheduling strategy using bit vectors to cope with dynamic request patterns of clients. In addition, we also propose an efficient caching strategy, 2FWT, that takes characteristics of the broadcast scheduling strategy into account. Finally, we evaluate performance of the data broadcast system. According to the results, the proposed system generally shows better performance than others.

Hashing Method with Dynamic Server Information for Load Balancing on a Scalable Cluster of Cache Servers (확장성 있는 캐시 서버 클러스터에서의 부하 분산을 위한 동적 서버 정보 기반의 해싱 기법)

  • Hwak, Hu-Keun;Chung, Kyu-Sik
    • The KIPS Transactions:PartA
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    • v.14A no.5
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    • pp.269-278
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    • 2007
  • Caching in a cache sorrel cluster environment has an advantage that minimizes the request and response tine of internet traffic and web user. Then, one of the methods that increases the hit ratio of cache is using the hash function with cooperative caching. It is keeping a fixed size of the total cache memory regardless of the number of cache servers. On the contrary, if there is no cooperative caching, the total size of cache memory increases proportional to the number of cache sowers since each cache server should keep all the cache data. The disadvantage of hashing method is that clients' requests stress a few servers in all the cache servers due to the characteristics of hashing md the overall performance of a cache server cluster depends on a few servers. In this paper, we propose the method that distributes uniformly client requests between cache servers using dynamic server information. We performed experiments using 16 PCs. Experimental results show the uniform distribution o

New Drowsy Cashing Method by Using Way-Line Prediction Unit for Low Power Cache (저전력 캐쉬를 위한 웨이-라인 예측 유닛을 이용한 새로운 드로시 캐싱 기법)

  • Lee, Jung-Hoon
    • Journal of The Institute of Information and Telecommunication Facilities Engineering
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    • v.10 no.2
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    • pp.74-79
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    • 2011
  • The goal of this research is to reduce dynamic and static power consumption for a low power cache system. The proposed cache can achieve a low power consumption by using a drowsy and a way prediction mechanism. For reducing the static power, the drowsy technique is used at 4-way set associative cache. And for reducing the dynamic energy, one among four ways is selectively accessed on the basis of information in the Way-Line Prediction Unit (WLPU). This prediction mechanism does not introduce any additional delay though prediction misses are occurred. The WLPU can effectively reduce the performance overhead of the conventional drowsy caching by waking only a drowsy cache line and one way in advance. Our results show that the proposed cache can reduce the power consumption by about 40% compared with the 4-way drowsy cache.

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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.

A Study on Caching Management Technique in Mobile Ad-hoc Network (Mobile Ad-hoc Network에서 캐싱 관리 기법에 관한 연구)

  • Yang, Hwan Seok;Yoo, Seung Jae
    • Convergence Security Journal
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    • v.12 no.4
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    • pp.91-96
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    • 2012
  • MANET is developed technique fairly among many field of wireless network. Nodes which consist of MANET transmit data using multi-hop wireless connection. Caching scheme is technique which can improve data access capacity and availability of nodes. Previous studies were achieved about dynamic routing protocol to improve multi-hop connection of moving nodes. But management and maintenance of effective cache information because of movement of nodes is not easy. In this study, we proposed cluster-based caching scheme to manage connection by decreasing overhead and moving of nodes as moving node discovers cache of wish information. And HLP was used to maintain effective cache table in each cluster head. Efficiency of proposed technique in this study was confirmed by experiment.