• Title/Summary/Keyword: Web Traffic Analysis

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An Efficient Cluster Based Service Discovery Model for Mobile Ad hoc Network

  • Buvana, M.;Suganthi, M.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.2
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    • pp.680-699
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    • 2015
  • The use of web service has been increased rapidly, with an increase in the number of available services, finding the exact service is the challenging task. Service discovery is the most significant job to complete the service discoverers needs. In order to achieve the efficient service discovery, we focus on designing a cluster based service discovery model for service registering and service provisioning among all mobile nodes in a mobile ad hoc network (MANETs). A dynamic backbone of nodes (i.e. cluster heads) that forms a service repository to which MANET nodes can publish their services and/or send their service queries. The designed model is based on storing services with their service description on cluster head nodes that are found in accordance with the proposed cluster head election model. In addition to identifying and analyzing the system parameters for finding the effectiveness of our model, this paper studies the stability analysis of the network, overhead of the cluster, and bandwidth utilization and network traffic is evaluated using analytic derivations and experimental evaluation has been done.

Web-Server Security Management system using the correlation analysis (상호연관성 분석을 이용한 웹서버 보안관리 시스템)

  • Kim Sung-Rak
    • Journal of the Korea Society of Computer and Information
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    • v.9 no.4 s.32
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    • pp.157-165
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    • 2004
  • The paper suggests that web-server security management system will be able to detect the web service attack accurately and swiftly which is keeping on increasing at the moment and reduce the possibility of the false positive detection. This system gathers the results of many unit security modules at the real time and enhances the correctness of the detection through the correlation analysis procedure. The unit security module consists of Network based Intrusion Detection System module. File Integrity Check module. System Log Analysis module, and Web Log Analysis and there is the Correlation Analysis module that analyzes the correlations on the spot as a result of each unit security module processing. The suggested system provides the feasible framework of the range extension of correlation analysis and the addition of unit security module, as well as the correctness of the attack detection. In addition, the attack detection system module among the suggested systems has the faster detection time by means of restructuring Snort with multi thread base system. WSM will be improved through shortening the processing time of many unit security modules with heavy traffic.

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Weblog Analysis of University Admissions Website using Google Analytics (구글 애널리틱스를 활용한 대학 입시 홈페이지 웹로그 분석)

  • Su-Hyun Ahn;Sang-Jun Lee
    • Journal of Practical Engineering Education
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    • v.16 no.1_spc
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    • pp.95-103
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    • 2024
  • With the rapid decline of the school-age population, the competition for admissions has increased and marketing through digital channels has become more important, so universities are investing more resources in online promotion and communication to recruit new students. This study uses Google Analytics, a web log analysis tool, to track the visitor behavior of a university admissions website and establish a digital marketing strategy based on it. The analysis period was set from July 1, 2023, when Google Analytics 4(GA4) was integrated, to January 10, 2024, when the college admissions process was completed. The analysis revealed interesting patterns such as geographical information based on visitors' access location, devices(operating systems) and browsers used by visitors, acquisition channels through visitors traffic, conversions on pages and screens that visitors engaged with and visitor flow. Based on this study, we expect universities to find ways to strengthen their admission promotion through digital marketing and effectively communicate with applicants to gain a competitive edge.

Selecting a Web Portal for Online Shopping: A Conceptual Approach Using Interpretive Structural Modeling

  • Prashar, Sanjeev;Vijay, T. Sai;Parsad, Chandan
    • Asian Journal of Business Environment
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    • v.5 no.4
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    • pp.37-46
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    • 2015
  • Purpose - The present study examines interrelationships among antecedent factors defining consumer behavior in selecting online shopping websites. Research design, data, and methodology - The study identified factors from existing literature and used Interpretive Structural Modeling (ISM) to propose a conceptual approach to explain consumer website selection behavior. Through extensive discussions among industry and academia experts, qualitative assessment of the relationship between various factors was determined. Results - According to the model, eight congregating factors do not converge directly for website selection, rather, they operate following a hierarchy of influence. The ISM and MICMAC analysis reveal that information on a website and website aesthetics play key roles in influencing website selection. However, convenience and the value proposition also play very significant roles. Conclusions - The study's findings can help the e-commerce industry, especially online retailers. The findings can be used to enhance e-retailer ability to attract, communicate, engage, achieve, monitor, and evaluate web traffic and design appropriate strategies. The study's prime contribution is the application of Interpretative Structural Modeling (ISM) to the field of website selection.

A Scheme for Acceleration of JavaScript Transmission Considering Software Module Reusability (소프트웨어 모듈 재사용성을 고려한 JavaScript 전송 가속화 방안)

  • Kim, Gijeong;Lee, Sungwon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39B no.5
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    • pp.329-331
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    • 2014
  • JavaScript is widely used to offer interactive web service and dynamic content. However, the number and size of JavaScript constituting the web page has been increasing steadily, and this circumstance leads to falling web performance. In this paper, we suggest a scheme for acceleration of JavaScript transmission considering software module reusability. We perform network simulation for the performance evaluation and analysis about the suggested scheme, and then confirm that the suggested scheme offers better performance in term of page loading time and the amount of traffic generated in the network than the transmission method using Gzip.

A Study on User Behavior of University Library Website based Big Data: Focusing on the Library of C University (빅데이터 기반 대학도서관 웹사이트 이용행태에 관한 연구: C대학교 도서관을 중심으로)

  • Lee, Sun Woo;Chang, Woo Kwon
    • Journal of the Korean Society for information Management
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    • v.36 no.3
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    • pp.149-174
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    • 2019
  • This study analyzes the actual use data of the websites of university libraries, analyzes the users' usage behavior, and proposes improvement measures for the websites. The study analyzed users' traffic and analyzed their usage behavior from January 2018 to December 2018 on the C University website. The website's analysis tool used 'Google Analytics'. The web traffic variables were analyzed in five categories: user general characteristics, user environment analysis, visit analysis, inflow analysis, site analysis, and site analysis based on the metrics of sessions, users, page views, pages per session, average session time, and bounce rate. As a result, 1) In the analysis results of general characteristics of users, there was some access to the website not only in Korea but also in China. 2) In the user experience analysis, the main browser type appeared as Internet Explorer. The next place was Chrome, with a bounce rate of Safari, third and fourth, double that of the Explore or Chrome. In terms of screen resolution, 1920x1080 resolution accounted for the largest percentage, with access in a variety of other environments. 3) Direct inflow was the highest in the inflow media analysis. 4) The site analysis showed the most page views out of 4,534,084 pages, followed by the main page, followed by the lending/extension/history/booking page, the academic DB page, and the collection page.

Web Traffic Analysis using URL- tree and URL-net (URL- tree와 URL-net를 사용한 인터넷 트래픽 분석)

  • 안광림;김기창
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10a
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    • pp.486-488
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    • 1998
  • 인터넷 사용의 증가로 인한 정체 현상을 극복하기 위한 방안으로 캐시 서버를 사용하고 있다. 캐시 서버의 보다 효율적인 사용을 위해 할당 네트웍의 트래픽에 대한 이해는 매우 중요하다. 즉, 보다 적극적인 캐싱 전략을 수립하기 위해 트래픽 분석이 선행되어야한다. 본 논문에서는 URL- tree와 URL-net이라는 자료구조를 제안하고, 이것을 이용하여 웹 트래픽 분석을 수행한다. 이러한 자료구조를 통해 웹 트래픽에 존재하는 '참조의 연결성'이라는 성질을 찾을 수 있다. 본 논문에서는 위의 두 자료구조들이 인터넷 트래픽을 분석하는데 어떻게 도움을 주고 그러한 분석이 효율적인 캐싱 전략을 수립하는데 어떻게 사용될 수 있는가를 보여준다.

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An Analysis on the Web Cache Traffic Using NLANR Trace (NLANR 트레이스를 이용한 웹 캐쉬의 트래픽 분석)

  • 두선미;백윤철
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.04a
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    • pp.106-108
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    • 2001
  • 월드 와이드 웹은 인터넷을 이용한 정보 교환의 대표적 수단이지만 유명 웹 서버의 경우에는 웹 클라이언트들의 요청이 폭주하여 병목현상이 생기고 이로 인한 사용자 측면의 서비스 지연은 심각한 수준이다. 이에 대한 현실적인 대안으로 인터넷상의 중요 위치에 웹 문서의 복사본을 두어 웹 서버의 부담을 줄이고, 동시에 사용자에 대한 응답시간을 개선하는 웹 캐쉬가 대두되었다. 본 논문에서는 전세계적인 웹 캐쉬 프로젝트인 NLANR(National Laboratory for Applied Network Research)의 최상위 캐쉬들로부터 생성된 로그를 이용하여 웹 캐쉬 트래픽의 특성들에 관해 정리하고 이들을 분석하여 웹 캐쉬에서의 응답시간 개선 방향을 제시하였다.

An Implementation Of Web-Based Network Traffic Analysis Model Using SNMP (SNMP를 이용한 웹 기반의 네트워크 트래픽 분석 모델 구현)

  • Yun, Hong-Il;Jang, Kyung-Soo;Byun, Sun-Il;Shin, Dong-Ryul
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.10b
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    • pp.1157-1160
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    • 2000
  • 본 시스템은 로컬 시스템에 저장되어 있는 관리 정보를 원격지 시스템에서 웹 브라우저를 이용한 그래픽 환경에서 네트워크를 보다 쉽게 판단, 관리하고자 하는 목적으로 둔다. 그리고 이를 위해 네트워크 관리 정보 수집프로그램인 MRTG(Multi Router Traffic Grapher)를 이용하여 얻어 온 MIB(Management Information Base)정보를 네트워크 관리자에게 보다 유용한 분석 항목의 값으로 수정하여 이를 웹 기술과 접목하고 GUI(Graphic User Interface) 환경의 사용자 인터페이스를 제공하고자 한다.

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SDN/NFV Based Web Cache Consistency and JavaScript Transmission Acceleration Scheme to Enhance Web Performance in Mobile Network (모바일 네트워크에서 SDN/NFV 기반의 웹 성능 향상을 위한 웹 캐시 일관성 제공과 JavaScript 전송 가속화 방안)

  • Kim, Gijeong;Lee, Sungwon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39B no.6
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    • pp.414-423
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    • 2014
  • The number and size of resource constituting the web page has been increasing steadily, and this circumstance leads to rapidly falling quality of web service in mobile network that offer relatively higher delay. Moreover, Improving the quality of a web services protocol is difficult to provide network function because the current network architecture has closed structure. In this paper, we suggest schemes to enhance web performance in mobile network, which are Check Coded DOM scheme and Functional JavaScript Transmission scheme, and then try to seek idea which can be provided suggested schemes as a network function using NFV(Network Function Virtualization). For the performance evaluation and analysis about the suggested schemes, we perform network simulation using SMPL library. We confirm that suggested schemes offer better performance in term of page loading time, the number of message and the amount of traffic in the network than HTTP Protocol.