• Title/Summary/Keyword: query performance

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Exploiting Mobility for Efficient Data Dissemination in Wireless Sensor Networks

  • Lee, Eui-Sin;Park, Soo-Chang;Yu, Fucai;Kim, Sang-Ha
    • Journal of Communications and Networks
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    • v.11 no.4
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    • pp.337-349
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    • 2009
  • In this paper, we introduce a novel mobility model for mobile sinks in which the sinks move towards randomly distributed destinations, where each destination is associated with a mission. The novel mobility model is termed the random mobility with destinations. There have been many studies on mobile sinks; however, they merely support two extreme cases of sink mobility. The first case features the most common and general mobility, with the sinks moving randomly, unpredictably, and inartificially. The other case takes into account mobility only along predefined or determined paths such that the sinks can gather data from sensor nodes with minimum overhead. Unfortunately, these studies for the common mobility and predefined path mobility might not suit for supporting the random mobility with destinations. In order to support random mobility with destination, we propose a new protocol, in which the source nodes send their data to the next movement path of a mobile sink. To implement the proposed protocol, we first present a mechanism for predicting the next movement path of a mobile sink based on its previous movement path. With the information about predicted movement path included in a query packet, we further present a mechanism that source nodes send energy-efficiently their data along the next movement path before arriving of the mobile sink. Last, we present mechanisms for compensating the difference between the predicted movement path and the real movement path and for relaying the delayed data after arriving of the mobile sink on the next movement path, respectively. Simulation results show that the proposed protocol achieves better performance than the existing protocols.

k-Bitmap Clustering Method for XML Data based on Relational DBMS (관계형 DBMS 기반의 XML 데이터를 위한 k-비트맵 클러스터링 기법)

  • Lee, Bum-Suk;Hwang, Byung-Yeon
    • The KIPS Transactions:PartD
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    • v.16D no.6
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    • pp.845-850
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    • 2009
  • Use of XML data has been increased with growth of Web 2.0 environment. XML is recognized its advantages by using based technology of RSS or ATOM for transferring information from blogs and news feed. Bitmap clustering is a method to keep index in main memory based on Relational DBMS, and which performed better than the other XML indexing methods during the evaluation. Existing method generates too many clusters, and it causes deterioration of result of searching quality. This paper proposes k-Bitmap clustering method that can generate user defined k clusters to solve above-mentioned problem. The proposed method also keeps additional inverted index for searching excluded terms from representative bits of k-Bitmap. We performed evaluation and the result shows that the users can control the number of clusters. Also our method has high recall value in single term search, and it guarantees the searching result includes all related documents for its query with keeping two indices.

Road Network Distance based User Privacy Protection Scheme in Location-based Services (위치 기반 서비스에서 도로 네트워크의 거리 정보를 이용한 사용자 정보 은닉 기법)

  • Kim, Hyeong Il;Shin, Young Sung;Chang, Jae Woo
    • Spatial Information Research
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    • v.20 no.5
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    • pp.57-66
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    • 2012
  • Recent development in wireless communication technology like GPS as well as mobile equipments like PDA and cellular phone makes location-based services (LBSs) popular. However, because users request a query to LBS servers by using their exact locations while moving on the road network, users' privacy may not be protected in the LBSs. Therefore, a mechanism for users' privacy protection is required for the safe and comfortable use of LBSs by mobile users. For this, we, in this paper, propose a road network distance based cloaking scheme supporting user privacy protection in location-based services. The proposed scheme creates a cloaking area by considering road network distance, in order to support the efficient and safe LBSs on the road network. Finally, we show from our performance analysis that our cloaking scheme outperforms the existing cloaking scheme in terms of cloaking area and service time.

Spatial Filtering Techniques for Geospatial AR Applications in R-tree (R-tree에서 GeoSpatial AR 응용을 위한 공간필터링 기법)

  • Park, Jang-Yoo;Lee, Seong-Ho;Nam, Kwang-Woo
    • Spatial Information Research
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    • v.19 no.1
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    • pp.117-126
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    • 2011
  • Recently, AR applications provide location-based spatial information by GPS. Also, the spatial information is displayed by the angle of the camera. So far, traditional spatial indexes in spatial database field retrieve and filter spatial information by the minimum bounding rectangle (MBR) algorithm.(ex. R-tree) MBR strategy is a useful technique in the geographic information systems and location based services. But MBR technique doesn't reflect the characteristics of spatial queries in AR. Spatial queries of AR applications have high possibility of the dead space area between MBRs of non-leaf node and query area. We propose triangle node filtering algorithm that improved efficiency of spatial retrieval used the triangle node filtering techniques by exclusion the dead space. In this paper, the proposed algorithm has been implemented on PostgreSQL/PostGIS. Experimental results show the spatial retrieval that using the proposed algorithm better performance than the spatial retrieval that of the minimum bounding rectangle algorithm.

A Lossless Vector Data Compression Using the Hybrid Approach of BytePacking and Lempel-Ziv in Embedded DBMS (임베디드 DBMS에서 바이트패킹과 Lempel-Ziv 방법을 혼합한 무손실 벡터 데이터 압축 기법)

  • Moon, Gyeong-Gi;Joo, Yong-Jin;Park, Soo-Hong
    • Spatial Information Research
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    • v.19 no.1
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    • pp.107-116
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    • 2011
  • Due to development of environment of wireless Internet, location based services on the basis of spatial data have been increased such as real time traffic information as well as CNS(Car Navigation System) to provide mobile user with route guidance to the destination. However, the current application adopting the file-based system has limitation of managing and storing the huge amount of spatial data. In order to supplement this challenge, research which is capable of managing large amounts of spatial data based on embedded database system is surely demanded. For this reason, this study aims to suggest the lossless compression technique by using the hybrid approach of BytePacking and Lempel-Ziv which can be applicable in DBMS so as to save a mass spatial data efficiently. We apply the proposed compression technique to actual the Seoul and Inchcon metropolitan area and compared the existing method with suggested one using the same data through analyzing the query processing duration until the reconstruction. As a result of comparison, we have come to the conclusion that suggested technique is far more performance on spatial data demanding high location accuracy than the previous techniques.

An Adaptive Peer-to-Peer Search Algorithm for Reformed Node Distribution Rate (개선된 노드 분산율을 위한 적응적 P2P 검색 알고리즘)

  • Kim, Boon-Hee;Lee, Jun-Yeon
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.4 s.36
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    • pp.93-102
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    • 2005
  • Excessive traffic of P2P applications in the limited communication environment is considered as a network bandwidth problem. Moreover, Though P2P systems search a resource in the phase of search using weakly connected systems(peers' connection to P2P overlay network is very weakly connected), it is not guaranteed to download the very peer's resource in the phase of download. In previous P2P search algorithm (1), we had adopted the heuristic peer selection method based on Random Walks to resolve this problems. In this paper, we suggested an adaptive P2P search algorithm based on the previous algorithm(1) to reform the node distribution rate which is affected in unit peer ability. Also, we have adapted the discriminative replication method based on a query ratio to reduce traffic amount additionally. In the performance estimation result of this suggested system, our system works on a appropriate point of compromise in due consideration of the direction of searching and distribution of traffic occurrence.

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A Sutdy on the Multiple Access Protocol and Middleware Algorithm USN Foundation (USN기반 다중접속 프로토콜 및 미들웨어에 적합한 알고리즘에 관한 연구)

  • Kang, Jeong-Yong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.1A
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    • pp.67-73
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    • 2008
  • Our research is aimed at developing an architectural frame-work of USN sensor network discovery service systems. The research is fo-cused on the four areas a survey of USN technology, development of a USN software model, development of the design space of the USN sensor network discovery service, and finally the architectural framework of the USN sensor network dicovery service. The survey of the USN technology is conducted on four technological visions that contain USN system technology, USN networking technology, and USN middleware along with the service platform, With respect to each technological division, domestic and worldwide leading research projects are primarily explored with their technical features and research projects are primarily explored with their technical features and research output To provide a means to analyze sensor network discovery services, we devel-oped the design space of the sensor network discovery services by exploring the scalability with respect to query scope, lookup performance, and resolution network.

A Personalized Model and its Implementation of Real-Life Space for Providing Efficient Ambient Service (효율적인 엠비언트 서비스 제공을 위한 실생활 공간의 개인화 모델 및 구현)

  • Lim, Sora;Kwon, Yong-Jin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.1
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    • pp.118-130
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    • 2013
  • With the advent of a new services environment based on high-speed mobile networks and high-performance mobile devices, users in real life require content-centric services that provide personalized information conveniently and efficiently. These services are defined as ambient services. To implement and support sustainable ambient services, there is a critical need to conduct research regarding practicable models and methodologies. This paper proposes an effective model for ambient services based on the personalization of real-life space. The model consists of Public Info-space, Universal Info-space and Private Info-space. We also show a methodology for implementing the model with currently available techniques in order to prove that the model and methodology constitute an applicable solution to developing true ambient services. Finally, a kind of role-playing game which is built on a real university campus is presented to show the model to be available, where the test bed infrastructure consists of wireless mesh networks and real-time location systems (RTLSes).

An Efficient Dynamic Path Query Processing Method for Digital Road Map Databases (디지털 로드맵 데이터베이스에서 효율적인 동적 경로 질의어 처리 방안)

  • Jung, Sung-Won
    • Journal of KIISE:Databases
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    • v.28 no.3
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    • pp.430-448
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    • 2001
  • In navigation system, a primary task is to compute the minimum cost route from the current location to the destination. One of major problems for navigation systems is that a significant amount of computation time is required when the digital road map is large. Since navigation systems are real time systems, it is critical that the path be computed while satisfying a time constraint. In this paper, we have developed a HiTi(Hierarchical MulTi) graph model for hierarchically structuring large digital road maps to speedup the minimum cost path computation. We propose a new shortest path algorithm named SPAH, which utilizes HiTi graph model of a digital road map for its computation. We prove that the shortest path computed by SPAH is the optimal. Our performance analysis of SPAH also showed that it significantly reduces the computation time over exiting methods. We present an in-depth experimental analysis of HiTi graph method by comparing it with other similar works.

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VIA-Based PC Cluster System for Efficient Information Retrieval (효율적인 정보 검색을 위한 VIA 기반 PC 클러스터 시스템)

  • Kang, Na-Young;Chung, Sang-Hwa;Jang, Han-Kook
    • Journal of KIISE:Computer Systems and Theory
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    • v.29 no.10
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    • pp.539-549
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    • 2002
  • PC cluster-based Information Retrieval (IR) systems improve their performances by parallel processing of query terms using cluster nodes. However TCP/IP based communication used to exchange data between cluster nodes prevents the performance from being improved further. The user-level communication mechanisms solve the problem by eliminating the time-consuming kernel access in exchanging data between cluster nodes. The Virtual Interface Architecture (VIA) is one of the representative user-level communication mechanisms which provide low latency and high bandwidth. In this paper, we propose a VIA-based parallel IR system on a PC cluster. The IR system is implemented using the following three communication methods: Sealable Coherent Interface (SCI) based VIA, MPI on SCI based VIA, MPI on Fast Ethernet based VIA. Through experiments, the performances of the three methods are analyzed in various aspects.