TY - JOUR
T1 - Caching Content on the Network Layer
T2 - A Performance Analysis of Caching Schemes in ICN-Based Internet of Things
AU - Naeem, Muhammad Ali
AU - Ullah, Rehmat
AU - Meng, Yahui
AU - Ali, Rashid
AU - Lodhi, Bilal Ahmed
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2021/9/8
Y1 - 2021/9/8
N2 - Information-centric networking (ICN) is a promising paradigm shift that aims to tackle the traditional Internet architectural problems and to fulfill the future Internet requirements. The traditional Internet architecture is a host-oriented architecture (i.e., TCP/Internet protocol (IP) approach) due to which the Internet of Things (IoT) have been facing issues related to data dissemination across the distant locations. Therefore, a quick comprehension to enhance the communication for improving the content transmission services is of upmost importance. To deal with the challenges of traditional IP networks, the ICN paradigm was proposed which is different from traditional IP networking in terms of: 1) naming; 2) routing and forwarding; and 3) caching. One of the most common and important features of ICN architectures is in-network caching, which can significantly reduce content retrieval latency and improve data availability. Furthermore, in an ICN-based IoT environment, content caching at intermediate network nodes reduces the path stretch between end users and caches the content to meet future demands. This article compares and thoroughly investigates ICN-based caching strategies in terms of content retrieval latency, cache hit ratio, stretch, and link load, with a focus on IoT-based environments. Following a thorough simulation study, we discovered that ICN in-network caching is one of the most beneficial features for enhancing IoT-based networks.
AB - Information-centric networking (ICN) is a promising paradigm shift that aims to tackle the traditional Internet architectural problems and to fulfill the future Internet requirements. The traditional Internet architecture is a host-oriented architecture (i.e., TCP/Internet protocol (IP) approach) due to which the Internet of Things (IoT) have been facing issues related to data dissemination across the distant locations. Therefore, a quick comprehension to enhance the communication for improving the content transmission services is of upmost importance. To deal with the challenges of traditional IP networks, the ICN paradigm was proposed which is different from traditional IP networking in terms of: 1) naming; 2) routing and forwarding; and 3) caching. One of the most common and important features of ICN architectures is in-network caching, which can significantly reduce content retrieval latency and improve data availability. Furthermore, in an ICN-based IoT environment, content caching at intermediate network nodes reduces the path stretch between end users and caches the content to meet future demands. This article compares and thoroughly investigates ICN-based caching strategies in terms of content retrieval latency, cache hit ratio, stretch, and link load, with a focus on IoT-based environments. Following a thorough simulation study, we discovered that ICN in-network caching is one of the most beneficial features for enhancing IoT-based networks.
KW - Caching
KW - Future networks
KW - Information-centric networking (ICN)
KW - Internet of Things (IoT)
KW - Latency
KW - Named data networking (NDN)
UR - http://www.scopus.com/inward/record.url?scp=85114710325&partnerID=8YFLogxK
U2 - 10.1109/JIOT.2021.3110977
DO - 10.1109/JIOT.2021.3110977
M3 - Article
AN - SCOPUS:85114710325
SN - 2327-4662
VL - 9
SP - 6477
EP - 6495
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
IS - 9
ER -