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WebCompanion: a friendly client-side Web prefetching agent

R.P. Klemm
1999 IEEE Transactions on Knowledge and Data Engineering  
Identify embedded hyperlinks ! Examine document cache "if found, no prefetching operation is activated !  ...  Compare t s +t w with t s +t w + t b *s r "if not significantly less, store the estimated t r P. 5 WebCompanion Features • Hyperlink Filters (before prefetching) !  ... 
doi:10.1109/69.790809 fatcat:psvwz5lucfaktheqv3ybpqa5ca

Semantic Web Prefetching Using Semantic Relatedness between Web pages [article]

Jyotsna Parmar, Jyoti
2017 arXiv   pre-print
Another technique is web prefetching, which prefetches the web pages that the user is likely to request for in the future.  ...  This paper is an effort to find the semantic relation between web pages using the keywords provided by the user and the anchor texts of the hyperlinks on the present web page.It provides algorithms for  ...  A semantic type is associated with each hyperlink using XML tags. Semantic type indicates a semantic relation between two web pages.  ... 
arXiv:1706.09206v1 fatcat:6yaxgkeuhrae7j7gsimfzt6mva

A taxonomy of web prediction algorithms

Josep Domenech, Bernardo de la Ossa, Julio Sahuquillo, Jose A. Gil, Ana Pont
2012 Expert systems with applications  
Web prefetching techniques are an attractive solution to reduce the user-perceived latency.  ...  A large amount of prediction algorithms has been proposed since the first prefetching approach was published, although it is only over the last two or three years when they have begun to be successfully  ...  Once the prediction is received, the client side can interact to decide whether or not to prefetch the hinted hyperlinks according to some local parameters.  ... 
doi:10.1016/j.eswa.2012.01.140 fatcat:eo4e2bx5zrfohmfu5kfz7sq5xe

Enhancement of Performance of Proxy Server by Reducing Web Traffic using Web Usage Mining

2015 International Journal of Science and Research (IJSR)  
This paper work is focused on the study of the prefetching technique applied to the World Wide Web.  ...  The study of the state of the art about Web prefetching showed the heterogeneity that exists in its performance evaluation.  ...  Duchamp enhanced the idea by incorporating the access frequency of hyperlinks.  ... 
doi:10.21275/v5i5.nov163345 fatcat:nulc5xj43jecxfhn3qug2ab7ua

Search Result Prefetching Using Cursor Movement

Fernando Diaz, Qi Guo, Ryen W. White
2016 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16  
However, prefetching consumes resources that are wasted unless the prefetched results are requested by searchers.  ...  Balancing the costs in prefetching particular results against the benefits in reduced latency to searchers represents the search result prefetching challenge.  ...  The prediction targets are set to 4 for clicked hyperlinks and 0 for hyperlinks that were not clicked.  ... 
doi:10.1145/2911451.2911516 dblp:conf/sigir/DiazGW16 fatcat:styflimtq5aexcvwmovsfscibm

Dynamic adaptation of the squid Web cache with Arachne

M. Segura-Devillechaise, J.-M. Menaud, N. Loriant, R. Douence, M. Sudholt, T. Fritz, E. Wuchner
2006 IEEE Software  
The third aspect then does the actual prefetching, retrieving a few pages among the detected hyperlinks.  ...  We've implemented Ken-ichi Chinen's and Suguru Yamaguchi's simple prefetching strategy, 11 which prefetches 10 hyperlinks referenced in an HTML page served by the cache.  ... 
doi:10.1109/ms.2006.9 fatcat:g34o6enssbg4dachtnnho46t4a

Semantic Web Prefetching Scheme using Naïve Bayes Classifier

P. Venketesh, R. Venkatesan, L. Arunprakash
2010 International Journal of Computer Science and Applications  
Web prefetching is an effective technique to minimize user's web access latency.  ...  Web page content provides useful information for making the predictions that is used to perform prefetching of web objects.  ...  Ding et al [11] generalized the concepts of mutual reinforcement and hyperlink weight normalization into a unified framework.  ... 
dblp:journals/ijcsa/VenketeshVA10 fatcat:hm2nc57dqzffpi2qnzz6inmbta

Web caching and prefetching with cyclic model analysis of web object sequences

K.C. Srikantaiah, N. Krishna Kumar, K.R. Venugopal, L.M. Patnaik
2014 International Journal of Knowledge and Web Intelligence  
of the web access sequences for deriving prefetching rules.  ...  Integration of caching and prefetching can be very beneficial as the two techniques can support each other.  ...  Applications of web caching and web prefetching are 1 a search engine may cache a website. 2 browser can prefetch and cache hyperlinked documents based on their hit rate. 3 an image-sharing website may  ... 
doi:10.1504/ijkwi.2014.065050 fatcat:c2r3qimyz5eshpq23fzbflazlq

THE IMPORTANT IDEAS AND CLASSIFICATION OF WEB MINING

Dixit Maniyar
2017 International Journal of Recent Advancement in Engineering & Research  
an alternate part of a similar page is called an intra-archive hyperlink, and a hyperlink that associates two distinct pages is called a between report hyperlink.  ...  Hyperlinks A hyperlink is an auxiliary unit that interfaces an area in a site page to an alternate area, either inside a similar website page or on an alternate web page.A hyperlink that associates with  ... 
doi:10.24128/ijraer.2017.mn9st fatcat:stmkfaoinfa65czhibqp4uuut4

Exploration of Web Page Structural Patterns Based on Request Dependency Graph Decomposition

Cheng Fang, Bo Ya Liu
2016 International Journal of Digital Crime and Forensics  
The dependency graph (DG) (Padmanabhan & Mogul, 1996) first proposed by Padmanabhan and Mogul depicts the pattern of accesses to the web objects for web prefetching.  ...  Nevertheless, Web graphs only represent the relationship between hyperlinks, without considering the context.  ... 
doi:10.4018/ijdcf.2016100101 fatcat:5lmxgrpepjc5pin4qjcyos7a6e

Optimizing CPU cache performance for Pregel-like graph computation

Songjie Niu, Shimin Chen
2015 2015 31st IEEE International Conference on Data Engineering Workshops  
Then we exploit CPU cache prefetching techniques to improve the cache performance.  ...  For example, in a web graph, each vertex v ∈ V represents a web page and each directed edge e vu ∈ E represents a hyperlink in web page v that points to web page u.  ...  The user clicks a random hyperlink in the current web page with a probability of 0.85 or goes to a random web page (by entering a URL) with a probability of 0.15.  ... 
doi:10.1109/icdew.2015.7129568 dblp:conf/icde/NiuC15 fatcat:pq42pgt7ujhxzcgbm4fjj7bks4

Enhancing interactive web applications in hybrid networks

Aruna Balasubramanian, Brian Neil Levine, Arun Venkataramani
2008 Proceedings of the 14th ACM international conference on Mobile computing and networking - MobiCom '08  
The key idea is to use aggressive prefetching to transform the interactive Web search application into a one-shot request/response process.  ...  The prefetched hyperlinks are prioritized according to the probability that the hyperlink will be requested. The deadline for each request is 30 minutes.  ...  At the proxy, in response to a web request, Thedu returns the requested page as well as the prefetched hyperlinks.  ... 
doi:10.1145/1409944.1409954 dblp:conf/mobicom/BalasubramanianLV08 fatcat:k75ltd5jeffmbbtrdbrdnvc3lq

Domain Based Prefetching in Web Usage Mining

Dr. M., Mrs. V.
2014 International Journal of Advanced Computer Science and Applications  
In order to reduce the web server load, the access latency and to improve the network bandwidth from heavy network traffic, a model called Domain based Prefetching (DoP) is recommended, which uses the  ...  A Semantic link Prefetcher as in [2] , uses the current web page's hyperlink set to trace objects to be pre-fetched during the view time of the current webpage.  ...  Markov Knapsack method as in [1] was used to define web application Centric Prefetching approach, which restricted the hyperlink domain of webpages to the web application.  ... 
doi:10.14569/ijacsa.2014.050610 fatcat:a4o4dvy4vrcdxew3u7ysa6mqui

Exploiting user behaviour in prefetching WWW documents [chapter]

Abdulmotaleb El-Saddik, Carsten Griwodz, Ralf Steinmetz
1998 Lecture Notes in Computer Science  
In our user-specific prefetch mechanism, the prefetching system gathers references by parsing the HTML pages the user browses, identifies the links to other pages, and puts the words describing the links  ...  This paper shows the design and implementation of this prefetching proxy server, presents results and general considerations on this technique.  ...  Most user events are of the type "select hyperlink on current document" (52%) and "browser-backbutton" (41%) ( [Pitk95] ).  ... 
doi:10.1007/bfb0055327 fatcat:t5lbwt5xjnahnj3qga7hfjtcay

Network Agile Preference-Based Prefetching for Mobile Devices [article]

JunZe Han, Xiang-Yang Li
2012 arXiv   pre-print
By predicting the appearance and durations of the WiFi network connections, our prefetch approach then optimizes when to prefetch what webpages to maximize the user experience while lowing the prefetch  ...  Our prefetch approach exploits the idle period of WiFi connections to reduce the tail-energy consumption. We implement our approach in iPhone.  ...  Then from the hyperlink nodes we can obtain the URL of the news webpage and the title of the news.  ... 
arXiv:1208.0054v1 fatcat:unp3vehfdzfhbpxmiid4tqkezm
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