Synergy between Communication, Computing, and Caching for Smart Sensing in Internet of Things

Abstract Internet of Things (IoT) is composed of a large number of devices that are connected to the Internet and can exchange information regarding different applications including healthcare, transportation, and agriculture. In IoT, the information and communication technology refers to the involvement of computing to reduce the communication costs for information sharing along with managing the storage capabilities. It becomes more interesting and challenging by involving the concept of caching for optimization that can also be perfectly mapped to improve sensing capabilities. This paper presents the impact of Computing, Communication, and Caching (CCC) over the smart sensing capabilities to highlight the possible opportunities for this convergence in recent enabling technologies including 5G, cloud, fog and edge computing based networks. In this regard, different technologies have been identified that help solving bottlenecks during smart sensing operations by a large number of physical devices in IoT. We have investigated that how the convergence of CCC can improve the smart IoT sensing. A number of requirements for smart IoT based sensing are identified. Moreover, new challenges are identified that cause limited services for IoT applications due to sensing limitation of current and future convergence in IoT enabling technologies.

[1]  Luca Benini,et al.  Compressive Sensing Optimization for Signal Ensembles in WSNs , 2014, IEEE Transactions on Industrial Informatics.

[2]  Jianhua Ma,et al.  From Internet to Smart World , 2015, IEEE Access.

[3]  AKHIL GUPTA,et al.  A Survey of 5G Network: Architecture and Emerging Technologies , 2015, IEEE Access.

[4]  Min Chen,et al.  Software-defined internet of things for smart urban sensing , 2015, IEEE Communications Magazine.

[5]  Xing Zhang,et al.  A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications , 2017, IEEE Access.

[6]  Xiaofei Wang,et al.  Cache in the air: exploiting content caching and delivery techniques for 5G systems , 2014, IEEE Communications Magazine.

[7]  Shuvashis Dey,et al.  Smart Sensing: Chipless RFID Solutions for the Internet of Everything , 2015, IEEE Microwave Magazine.

[8]  Tie Qiu,et al.  Survey on fog computing: architecture, key technologies, applications and open issues , 2017, J. Netw. Comput. Appl..

[9]  Mahmoud Daneshmand,et al.  General Cyberspace: Cyberspace and Cyber-Enabled Spaces , 2018, IEEE Internet of Things Journal.

[10]  Mohsen Guizani,et al.  Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications , 2015, IEEE Communications Surveys & Tutorials.

[11]  Hamid Farhadi,et al.  Software-Defined Networking: A survey , 2015, Comput. Networks.

[12]  Rakesh Kumar Jha,et al.  Device-to-Device Communication in Cellular Networks: A Survey , 2016, J. Netw. Comput. Appl..

[13]  Antonio Pescapè,et al.  Integration of Cloud computing and Internet of Things: A survey , 2016, Future Gener. Comput. Syst..