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

The Internet of Things (IoT) is overrunning different domains and applications, where the use of wireless sensors and mobile devices is indispensable in such a mobile environment. These heterogeneous devices may generate a tremendous amount of content. Information-Centric Network (ICN) paradigm has been proposed to meet today’s users and application requirements. The in-network caching is a fundamental feature supported by design in ICN that improves network performance by providing ubiquitous caching in the network layer. Since most IoT devices are resource-constrained with limitations in communication, processing, energy, and memory; the energy-efficiency is a prime concern in IoT deployment. Different factors may affect energy efficiency in ICN-based wireless IoT networks such as transport (communication), caching, and energy limitation. This research paper attempts to focus on the in-network caching in wireless IoT to maximize the energy-efficiency. We propose an Energy-aware caching placement scheme (EaCP) that aims to maximize the energy-saving by trading-off between content transmission energy and content caching energy. Compared to other strategies, the simulation results show significant improvements while ensuring low data replication and a high cache hit ratio.

[1]  Keqin Li,et al.  Energy-efficient ICN routing mechanism with QoS support , 2018, Comput. Networks.

[2]  Thomas C. Schmidt,et al.  A Named Data Network Approach to Energy Efficiency in IoT , 2016, 2016 IEEE Globecom Workshops (GC Wkshps).

[3]  Yang Liu,et al.  A unified hybrid information-centric naming scheme for IoT applications , 2020, Comput. Commun..

[4]  Khalil Drira,et al.  How to Cache in ICN-Based IoT Environments? , 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

[5]  Ahmed Mehaoua,et al.  Interference avoidance algorithm (IAA) for multi-hop wireless body area network communication , 2015, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom).

[6]  Hongke Zhang,et al.  Energy Efficient Interest Forwarding in NDN-Based Wireless Sensor Networks , 2016, Mob. Inf. Syst..

[7]  Mohsen Guizani,et al.  A survey of Internet of Things communication using ICN: A use case perspective , 2019, Comput. Commun..

[8]  Wei Liu,et al.  Energy-aware probabilistic forwarding in wireless content-centric networks , 2016, 2016 International Conference on Information and Communication Technology Convergence (ICTC).

[9]  Navrati Saxena,et al.  PPT: A Push Pull Traffic Algorithm to Improve QoS Provisioning in IoT-NDN Environment , 2017, IEEE Communications Letters.

[10]  George C. Polyzos,et al.  Energy Efficient Context based Forwarding Strategy in Named Data Networking of Things , 2016, ICN.

[11]  Kashif Sharif,et al.  NNCP: A Named Data Network Control Protocol for IoT Applications , 2018, 2018 IEEE Conference on Standards for Communications and Networking (CSCN).

[12]  Rasheed Hussain,et al.  Access Control Mechanisms in Named Data Networks , 2020, ACM Comput. Surv..

[13]  Hassine Moungla,et al.  CnS: A Cache and Split Scheme for 5G-enabled ICN Networks , 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

[14]  Safdar H. Bouk,et al.  A Collaborative Multi-Metric Interface Ranking Scheme for Named Data Networks , 2020, 2020 International Wireless Communications and Mobile Computing (IWCMC).

[15]  Hitoshi Asaeda,et al.  CCNinfo: Discovering Content and Network Information in Content-Centric Networks , 2020 .

[16]  Hassine Moungla,et al.  A Survey of ICN Content Naming and In-Network Caching in 5G and Beyond Networks , 2021, IEEE Internet of Things Journal.

[17]  Yu Wang,et al.  ICN Publisher-Subscriber Models: Challenges and Group-based Communication , 2019, IEEE Network.

[18]  Athanasios V. Vasilakos,et al.  Information-centric networking for the internet of things: challenges and opportunities , 2016, IEEE Network.

[19]  Kashif Sharif,et al.  A Distributed ICN-Based IoT Network Architecture: An Ambient Assisted Living Application Case Study , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.