• Title/Summary/Keyword: 캐시 성능

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Improving QoS using Mobility Management in Wireless Internet Environment (무선 인터넷에서 셀룰라 IP 이동성 관리에 의한 QoS 개선)

  • Yoon Young-Ji;Suk Kyung-Hyu;Park Dung-Suk;Hong Sung-Soo;Bae Chul-Soo;Na Sang-Dong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2006.05a
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    • pp.495-500
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    • 2006
  • 본 논문에서는 셀 환경에서 QoS를 보장하기 위해 통합된 페이징과 루프 정보 관리 캐시를 사용하는 Cellular IP 특성을 가진 Cellular-IP/PRC 네트워크를 제안한다. 제안한 호 수락 방식은, 이동 노드의 홈 기지국 용량이 충분하고, 인접 셀 이동 노드가 흠 기지국에서 호가 수락되었다고 가정할 경우 받을 간섭의 증가량을 고려해 통화 품질이 보장될 때, 홈 기지국은 새로운 호를 이동 노드의 송신 전력 예측에 기반을 둔 호 수락 방식이다. 무선인터넷 네트워크 내의 페이징과 라우터를 관리하기 위해 사용되었던 PC(Paging Cache)와 RC(Routing Cache)를 하나의 PRC(Paging Router Cache)로 통합 관리하고, 모든 노드 내에 구성하여 운용토록 하고, 이동 노드의 핸드 오프 및 로밍 상태를 효율적으로 관리 할 수 있도록 이동 노드에 핸드오프 상태 머신을 추가하고, 노드에서 관련 기능을 수행하도록 하였다. 시스템 환경에서 통화량에 영향을 주는 인자를 각 링크 통화권 및 불균형 정도를 예측, 하향링크에 의해 통화권이 제한을 판단하여 송수신 전력을 기반으로 한 알고리즘과 제안한 알고리즘을 비교하여 QoS가 호 차단 확률과 호 탈락 확률, GoS, 셀 용량의 효율을 예측할 수 있는 QoS로 성능 개선을 연구한다.

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Meltdown Threat Dynamic Detection Mechanism using Decision-Tree based Machine Learning Method (의사결정트리 기반 머신러닝 기법을 적용한 멜트다운 취약점 동적 탐지 메커니즘)

  • Lee, Jae-Kyu;Lee, Hyung-Woo
    • Journal of Convergence for Information Technology
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    • v.8 no.6
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    • pp.209-215
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    • 2018
  • In this paper, we propose a method to detect and block Meltdown malicious code which is increasing rapidly using dynamic sandbox tool. Although some patches are available for the vulnerability of Meltdown attack, patches are not applied intentionally due to the performance degradation of the system. Therefore, we propose a method to overcome the limitation of existing signature detection method by using machine learning method for infrastructures without active patches. First, to understand the principle of meltdown, we analyze operating system driving methods such as virtual memory, memory privilege check, pipelining and guessing execution, and CPU cache. And then, we extracted data by using Linux strace tool for detecting Meltdown malware. Finally, we implemented a decision tree based dynamic detection mechanism to identify the meltdown malicious code efficiently.

Implementation and Performance Evaluation of Migration Agent for Seamless Virtual Environment System in Grid Computing Network (그리드 컴퓨팅 네트워크에서 Seamless 가상 환경 시스템 구축을 위한 마이그레이션 에이전트 구현 및 성능 평가)

  • Won, Dong Hyun;An, Dong-Un
    • KIPS Transactions on Computer and Communication Systems
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    • v.7 no.11
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    • pp.269-274
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    • 2018
  • MMORPG is a role-playing game that tens of thousands of people access it online at the same time. Users connect to the server through the game client and play with their own characters. If the user moves to a management area of another server beyond the area managed by the server, the user information must be transmitted to the server to be moved. In an actual game, the user is required to synchronize the established and the transferred information. In this paper, we propose a migration agent server in the virtual systems. We implement a seamless virtual server using the grid method to experiment with seamless server architecture for virtual systems. We propose a method to minimize the delay and equalize the load when the user moves to another server region in the virtual environment. Migration Agent acts as a cache server to reduce response time, the response time was reduced by 50% in the case of 70,000 people.

Design of Web Content Update Algorithm to Reduce Communication Data Consumption using Service Worker and Hash (서비스워커와 해시를 이용한 통신 데이터 소모 감소를 위한 웹 콘텐츠 갱신 알고리즘 설계)

  • Kim, Hyun-gook;Park, Jin-tae;Choi, Moon-Hyuk;Moon, Il-young
    • Journal of Advanced Navigation Technology
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    • v.23 no.2
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    • pp.158-165
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    • 2019
  • The existing web page was downloaded and provided to the user every time the user requested the page. Therefore, if the same page is repeatedly requested by the user, only the download for the same resource is repeated. This is a factor that causes unnecessary consumption of data. We focus on reducing data consumption caused by unnecessary requests between users and servers, and improving content delivery speed. Therefore, in this paper, we propose a caching system and an algorithm that can reduce the data consumption while maintaining the latest cache by comparing the hash value using the hash function that can detect the change of the file requested by the user.

Implementation of User Gesture Recognition System for manipulating a Floating Hologram Character (플로팅 홀로그램 캐릭터 조작을 위한 사용자 제스처 인식 시스템 구현)

  • Jang, Myeong-Soo;Lee, Woo-Beom
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.2
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    • pp.143-149
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    • 2019
  • Floating holograms are technologies that provide rich 3D stereoscopic images in a wide space such as advertisement, concert. In addition, It is possible to reduce the 3D glasses inconvenience, eye strain, and space distortion, and to enjoy 3D images with excellent realism and existence. Therefore, this paper implements a user gesture recognition system for manipulating a floating hologram characters that can be used in a small space devices. The proposed method detects face region using haar feature-based cascade classifier, and recognizes the user gestures using a user gesture-occurred position information that is acquired from the gesture difference image in real time. And Each classified gesture information is mapped to the character motion in floating hologram for manipulating a character action. In order to evaluate the performance of the proposed user gesture recognition system for manipulating a floating hologram character, we make the floating hologram display devise, and measures the recognition rate of each gesture repeatedly that includes body shaking, walking, hand shaking, and jumping. As a results, the average recognition rate was 88%.

S-XML Transformation Method for Efficient Distribution of Spatial Information on u-GIS Environment (u-GIS 환경에서 효율적인 공간 정보 유통을 위한 S-XML 변환 기법)

  • Lee, Dong-Wook;Baek, Sung-Ha;Kim, Gyoung-Bae;Bae, Hae-Young
    • Journal of Korea Spatial Information System Society
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    • v.11 no.1
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    • pp.55-62
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    • 2009
  • In u-GIS environment, we collect spatial data needed through sensor network and provide them with information real-time processed or stored. When information through Internet is requested on Web based applications, it is transmitted in XML. Especially, when requested information includes spatial data, GML, S-XML, and other document that can process spatial data are used. In this processing, real-time stream data processed in DSMS is transformed to S-XML document type and spatial information service based on web receive S-XML document through Internet. Because most of spatial application service use existing spatial DBMS as a storage system, The data used in S-XML and SDBMS needs transformation between themselves. In this paper, we propose S-XML a transformation method using caching of spatial data. The proposed method caches the spatial data part of S-XML to transform S-XML and relational spatial database for providing spatial data efficiently and it transforms cached data without additional transformation cost when a transformation between data in the same region is required. Through proposed method, we show that it reduced the cost of transformation between S-XML documents and spatial information services based on web to provide spatial information in u-GIS environment and increased the performance of query processing through performance evaluation.

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Online Reorganization of B+ tree in a Scalable and Highly Available Database Cluster (확장 가능한 고가용 데이터베이스 클러스터에서 B+ 트리 색인의 온-라인 재조직 기법)

  • Lee, Chung-Ho;Bae, Hea-Young
    • The KIPS Transactions:PartD
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    • v.9D no.5
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    • pp.801-812
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    • 2002
  • On-line reorganization in a shared nothing database cluster is crucial to the performance of the database system in a dynamic environment like WWW where the number of users grows rapidly and changing access patterns may exhibit high skew. In the existing method of on-line reorganization have a drawback that needs excessive data migrations in case more than two nodes within a cluster have overload at the same time. In this paper, we propose an advanced B$^{+}$ tree based on-line reorganization method that solves data skew on multi-nodes. Our method facilitates fast and efficient data migration by including spare nodes that are added to cluster through on-line scaling. Also we apply CSB$^{+}$ tree (Cache Sensitive B$^{+}$ tree) to our method instead of B$^{+}$ tree for fast select and update queries. We conducted performance study and implemented the method on Ultra Fault-Tolerant Database Cluster developed for high scalability and availability. Empirical results demonstrate that our proposed method is indeed effective and fast than the existing method. method.

Effective Prioritized HRW Mapping in Heterogeneous Web Server Cluster (이질적 웹 서버 클러스터 환경에서 효율적인 우선순위 가중치 맵핑)

  • 김진영;김성천
    • Journal of KIISE:Computer Systems and Theory
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    • v.30 no.12
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    • pp.708-713
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    • 2003
  • For many years clustered heterogeneous web server architecture has been formed on the internet because the explosive internet services and the various quality of requests. The critical point in cluster environment is the mapping schemes of request to server. and recently this is the main issue of internet architecture. The topic of previous mapping methods is to assign equal loads to servers in cluster using the number of requests. But recent growth of various services makes it hard to depend on simple load balancing to satisfy appropriate latency. So mapping based on requested content to decrease response time and to increase cache hit rates on entire servers - so called “content-based” mapping is highly valuated on the internet recently. This paper proposes Prioritized Highest Random Weight mapping(PHRW mapping) that improves content-based mapping to properly fit in the heterogeneous environment. This mapping scheme that assigns requests to the servers with priority, is very effective on heterogeneous web server cluster, especially effective on decreasing latency of reactive data service which has limit on latency. This paper have proved through algorithm and simulation that proposed PHRW mapping show higher-performance by decrease in latency.

Separate Factor Caching Scheme for Mobile Web Service (모바일 웹 서비스를 위한 요소분할 캐싱 기법)

  • Sim, Kun-Jung;Kang, Eui-Sun;Kim, Jong-Keun;Ko, Hee-Ae;Lim, Young-Hwan
    • The KIPS Transactions:PartD
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    • v.14D no.4 s.114
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    • pp.447-458
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    • 2007
  • The objective of this study is to provide faster mobile web service by improving performance of Contents Cache used for mobile web service in the existing Mobile Gate System. It was found that two elements existed in Mark-Up page transcoded by Contents Generator. One of the elements was dependent only on the requested DIDL page and Mark-Up type. The other was dependent on each of the requested DIDL page, Mark-Up type, size of mobile display 모바일 장치 to request service, type of images available and color depth count of the images available. The conventional Contents Cache saved the entire Mark-Up page to hold both of the two elements. This caused the problem where storage space was not effectively used because reusable elements were repetitively saved in cache memory domain due to change in one of the elements even though all the other elements were the same. As a result, a larger number of transcoded Mark-Up pages could not be saved in the same cache memory size. Therefore, in this study, Mark-Up pages transcoded by Contents Generator were divided into two elements and were separately saved. Also, in order to respond to the demand for replacing data in cache with new data, this study applied two algorithms of LFU and LRU. This study proposed the method to implement cache performance of faster speed by enabling to save more number of the transcoded Mark-Up pages in the same cache storage space.

An Efficient Spatial Index Structure for Main Memory (메인 메모리를 위한 효율적인 공간 인덱스 구조)

  • Lee, Ki-Young;Lim, Myung-Jae;Kang, Jeong-Jin;Kim, Joung-Joon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.2
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    • pp.13-20
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    • 2009
  • Recently there is growing interest in LBS requiring real-time services and the spatial main memory DBMS for efficient Telematics services. In order to optimize existing disk-based spatial indexes of the spatial main memory DBMS in the main memory, spatial index structures have been proposed, which minimize failures in cache access by reducing the entry size. However, because the reduction of entry size requires compression based on the MBR of the parent node or the removal of redundant MBR, the cost of MBR reconstruction increases in index update and the efficiency of search is lowered in index search. Thus, to reduce the cost of MBR reconstruction, this paper proposed the RSMB (relative-sized MBR)compression technique, which applies the base point of compression differently in case of broad distribution and narrow distribution. In case of broad distribution, compression is made based on the left-bottom point of the extended MBR of the parent node, and in case of narrow distribution, the whole MBR is divided into cells of the same size and compression is made based on the left-bottom point of each cell. In addition, MBR was compressed using a relative coordinate and size to reduce the cost of search in index search. Lastly, we evaluated the performance of the proposed RSMBR compression technique using real data, and proved its superiority.

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