Enhancements to Content Caching Using Weighted Greedy Caching Algorithm in Information Centric Networking

Title

Enhancements to Content Caching Using Weighted Greedy Caching Algorithm in Information Centric Networking

Creator

Julian B.P.; Pahuja K.; Sidhu M.S.

Description

Information-Centric Networks (ICN) or Future Internet is the revolutionary concept for the existing infrastructure of the internet that changes the paradigm from host-centric networks to data-centric networks. Caching in Information-Centric Networks (ICN) has become one of the most critical research areas in today's world, especially for the leading in content delivery over Internet companies like Netflix, Facebook, Google, etc. This paper is intended to propose a novel Caching strategy called Weighted Greedy Dual Size Frequency for caching in Information-Centric networks. In this paper, the WGDSF considers multiple critical factors for maintaining the Web Content efficiently in ICN Caching Router. Simulation is done for the various performance metrics like Cache Hit ratio, Link load, Path Stretch, and Latency for WGDSF cache replacement algorithm, and results shown that WGDSF outperforms well compared with LRU, LFU, and RAND Caching Strategies. 2020 The Authors. Published by Elsevier B.V.

Source

Procedia Computer Science, Vol-171, pp. 2435-2444.

Date

2020-01-01

Publisher

Elsevier B.V.

Subject

Caching Strategies; Future Internet; ICN(Information-Centric Networks); In-path caching; off-path caching; WGDSF(Weighted Greedy Dual Frequency Size)

Coverage

Julian B.P., Department of CSE, Faculty of Engineering, CHRIST(Deemed to Be University), Kanmanike, Banglore, 560073, India; Pahuja K., Department of CSE, Faculty of Engineering, CHRIST(Deemed to Be University), Kanmanike, Banglore, 560073, India; Sidhu M.S., Department of CSE, Faculty of Engineering, CHRIST(Deemed to Be University), Kanmanike, Banglore, 560073, India

Rights

All Open Access; Gold Open Access

Relation

ISSN: 18770509

Format

Online

Language

English

Type

Conference paper

Identifier

https://doi.org/10.1016/j.procs.2020.04.263

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