Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource An improved web caching system with locally normalized user intervals Subject The topic of the resource Locally normalized intervals; pre-fetching; proxy; web cache Description An account of the resource Caching is one of the most promising areas in the field of future internet architecture like Information-centric Networking, Software Defined Networking, and IoT. In Web caching, most of the web content is readily available across the network, even if the webserver is not reachable. Several existing traditional caching methods and cache replacement strategies are evaluated based on the metrics like hit ratio and byte hit Ratio. However, these metrics have not been improved over the period because of the traditional caching policies. So, in this paper, we have used an intelligent function like locally normalized intervals of page visit, website duration, users' interest between user groups is proposed. These intervals are combined with multiple distance metrics like Manhattan, squared Euclidean, and 3-,4-,5-norm Minkowski. In order to obtain significant common user navigation patterns, the clustering relation between the users using different intervals and distances is thoroughly analyzed. These patterns are successfully coupled with greedy web cache replacement strategies to improve the efficiency of the proposed web cache system. Particularly for improving the caching metrics more, we used an AI-based intelligent approach like Random Forest classifier to boost the prefetch buffer performance and achieves the maximum hit rate of 0.89, 0.90, and byte hit rate of 0.87, 0.89 for Greedy Dual Size Frequency and Weighted Greedy Dual Size Frequency algorithms, respectively. Our experiments show good hit/byte hit rates than the frequently used algorithms like least recently used and least frequently used. 2013 IEEE. Creator An entity primarily responsible for making the resource Vaithinathan K.; Pernabas J.B.; Parthiban L.; Shrestha B.; Joshi G.P.; Moon H. Source A related resource from which the described resource is derived IEEE Access, Vol-9, pp. 112490-112501. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ACCESS.2021.3103804" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ACCESS.2021.3103804</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113251855&amp;doi=10.1109%2FACCESS.2021.3103804&amp;partnerID=40&amp;md5=7c7ad1f86343b42869b4d8b09bd9b1c9" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113251855&amp;doi=10.1109%2fACCESS.2021.3103804&amp;partnerID=40&amp;md5=7c7ad1f86343b42869b4d8b09bd9b1c9</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 21693536 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Vaithinathan K., Department of Computer Engineering, Karaikal Polytechnic College, Karaikal, 609609, India; Pernabas J.B., Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to Be University), Kengeri Campus, Karnataka, Bangalore, 560074, India; Parthiban L., Department of Computer Science and Engineering, Community College, Pondicherry University, Puducherry, 605014, India; Shrestha B., Department of Information Contents, Kwangwoon University, Seoul, 01897, South Korea; Joshi G.P., Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea; Moon H., Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea