Energy-aware Cache Placement Scheme for IoT-based ICN Networks

Serhane, Oussama; Yahyaoui, Khadidja; Nour, Boubakr; Moungla, Hassine

doi:10.1109/icc42927.2021.9500341

Cited by 13 publications

(3 citation statements)

References 20 publications

(22 reference statements)

Supporting

Mentioning

Contrasting

Order By: Relevance

“…To maximize the energy-e ciency in ICN-based IoT networks, authors of Ref. [41] proposed an Energyaware Caching Placement (EaCP) scheme. This method tends to tradeoff between content transmission energy and content caching energy by selecting the optimal placement.…”

Section: Related Workmentioning

confidence: 99%

IoT data management for caching performance improvement in NDN

Zahedinia,

Khayyambashi,

Bohlooli

2023

Preprint

View full text Add to dashboard Cite

Connected devices in IoT continuously generate monitoring and measurement data to be delivered to application servers or end-users. Transmitting IoT data through networks would lead to congestion and long delay. NDN is an emerging network paradigm based on name-identified data known to be an appropriate architecture in supporting IoT networks. In-network caching is one of the main advantages of NDN, a major issue discussed in many studies. One of the significant challenges for some IoT data is the transiency nature, making the data caching mechanism different. In this study, the cache placement and data placement are considered together. Data placement is decided upon based on the data lifetime and node position. Data lifetime is an essential property that must be involved in caching methods to prevent invalid data delivery; consequently, the data are classified based on the data lifetime, and specific nodes are selected for caching according to defined classes and nodes position in topology. The objective is to reduce redundancy caused by data caching on all nodes of the data delivery path. By considering both the cache and data placements for transient data, a more comprehensive view is grasped in improving the caching performance. This issue, which has not been addressed in the available studies run on IoT data caching, can lead to the appropriate use of available storage and also reduce redundancy. The obtained results indicate that this method can improve the transient data caching efficiency.

show abstract

Section: Related Workmentioning

confidence: 99%

IoT data management for caching performance improvement in NDN

Zahedinia,

Khayyambashi,

Bohlooli

2023

Preprint

View full text Add to dashboard Cite

show abstract

“…3. Energy-aware Caching Placement Energy-aware Caching Placement (ECP) [46] strategy was proposed to improve the energy efficiency of the network. Its goal is to optimize the energy by trading off between the content caching energy and content transmission energy.…”

Section: Performance Evaluationmentioning

confidence: 99%

Performance Measurement Through Caching in Named Data Networking Based Internet of Things

Naeem

Ahmad

2023

IEEE Access

View full text Add to dashboard Cite

Named Data Networking (NDN) is considered the future of Internet architecture, providing a realistic solution for data delivery using a caching module in an Internet of Things (IoT) based environment. However, a major challenge of the caching module is data redundancy, which decreases the overall caching performance by caching similar data at numerous locations in an NDN-based IoT scenario. Moreover, the latency and stretch are maximized due to high redundant caching operations. Several attempts have been made by the research community to provide an enhanced solution to overcome such issues. However, the caching module still requires efficient enhancement. This study provides critical insights into earlier caching strategies. To solve the problems of these caching strategies, an enhanced caching strategy is proposed, named Priority-based Content Popularity-Aware (PCPA) Caching Strategy, which is evaluated by comparing its performance with some of the novel NDN-based IoT caching strategies. The proposed caching strategy outperforms the comparing strategies in terms of latency, hop count, cache hit ratio and energy consumption.

show abstract

“…The scheme has been evaluated with different cache sizes for performance metrics such as delay, hop count, and cache hit ratio with improved performance. In [59], an energy-efficient cache placement scheme is proposed for IC-IoTs. The scheme performs better compared to benchmark caching strategies regarding energy saving and efficiency, and cache utilization.…”

Section: A: Approaches Based On Cachingmentioning

confidence: 99%

Application Areas of Information-Centric Networking: State-of-the-Art and Challenges

Hurali

Patil

2022

IEEE Access

View full text Add to dashboard Cite

The Information-Centric Network (ICN) paradigm has gained popularity since its inception. The host-based IP networks were not primarily designed to handle scenarios that it is exposed to on the current Internet. In that direction lot of research has been happening to develop applications such as web applications, multimedia streaming, the Internet of Things, Wireless Sensor Networks and Vehicular networks. In addition, new ICN application areas, such as social networks, Industrial IoTs, etc., are emerging. This review investigates the possible application areas and their deficiencies evenly, broadly and at a certain level of depth with focus on security, scalability, IP interoperability, modularity and other application specific aspects. We discuss the current state-of-the-art in these ICN-based applications and the existing limitations. A comparative analysis of the literary works available is performed to understand the research gaps available, and a detailed discussion of the challenges in each area is provided. We conclude the review with future challenges in the application development with the ICN paradigm to reap its architectural benefits.

show abstract

Energy-aware Cache Placement Scheme for IoT-based ICN Networks

Cited by 13 publications

References 20 publications

IoT data management for caching performance improvement in NDN

IoT data management for caching performance improvement in NDN

Performance Measurement Through Caching in Named Data Networking Based Internet of Things

Application Areas of Information-Centric Networking: State-of-the-Art and Challenges

Contact Info

Product

Resources

About