Jurnal Rekayasa elektrika
Vol 20, No 1 (2024)

Impact of Segmentation and Popularity-based Cache Replacement Policies on Named Data Networking

Ridha Muldina Negara (Telecommunication Engineering, School of Electrical Engineering, Telkom University.)
Novan Purba Wasesa (Telecommunication Engineering, School of Electrical Engineering, Telkom University.)
Zaid Muhammad (Telecommunication Engineering, School of Electrical Engineering, Telkom University.)
Ratna Mayasari (Telecommunication Engineering, School of Electrical Engineering, Telkom University.)
Sri Astuti (Telecommunication Engineering, School of Electrical Engineering, Telkom University.)



Article Info

Publish Date
05 Mar 2024

Abstract

The data distribution mechanism of internet protocol (IP) technology is inefficient because it necessitates the user to await a response from the server.  Named data networking (NDN) is a cutting-edge technology being assessed for enhancing IP networks, primarily because it incorporates a data packet caching technique on every router. However, the effectiveness of this approach is highly dependent on the router's content capacity, thus requiring the use data replacement mechanism when the router capacity is full.  The least recently used (LRU) method is employed for cache replacement policy; yet, it is considered ineffective as it neglects the content's popularity. The LRU algorithm replaces the infrequently requested data, leading to inefficient caching of popular data when multiple users constantly request it.  To address this problem, we propose a segmented LRU (SLRU) replacement strategy that considers content popularity. The SLRU will evaluate both popular content and content that has previously been popular in two segment categories, namely the probationary and protected segments.  Icarus simulator was used to evaluate multiple comprehensive scenarios.  Our experimental results show that the SLRU obtains a better cache hit ratio (CHR) and able to minimize latency and link load compared to existing cache replacement policies such as First In, First Out (FIFO), LRU, and Climb.

Copyrights © 2024






Journal Info

Abbrev

JRE

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering

Description

The journal publishes original papers in the field of electrical, computer and informatics engineering which covers, but not limited to, the following scope: Electronics: Electronic Materials, Microelectronic System, Design and Implementation of Application Specific Integrated Circuits (ASIC), VLSI ...