Abstract
Although computation offloading has been widely discussed into research literature, as an optimisation mechanism that can utilise remote CPU resources on Cloud, it has not been extensively applied in highly constrained devices due to its long latency and the unreliability of the Internet connection. In a previous work, a Fog-Mist Computing Framework was proposed, which claims to offer lower latency and remove the need for the persistent Internet connectivity. The Fog-Mist Computing underlying architecture is made up of Fog-Nodes and Mist-Node. The Mist-Node are placed directly within the edge fabrics, thus providing the Mobile Devices with connectivity services and low latency computational resources. In this paper, the MQTT, a Publisher/Subscriber messaging protocol, is adopted to deploy a Remote Function Invocation among the Nodes of such a Framework, at the edge of the network.
Supported by E3APP project, POR CAMPANIA FESR 2014/2020.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Mqtt version 5.0. http://docs.oasis-open.org/mqtt/mqtt/v5.0/mqtt-v5.0.pdf
Battistoni, P., Sebillo, M., Vitiello, G.: Experimenting with a fog-computing architecture for indoor navigation. In: 2019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC), pp. 161–165, June 2019. https://doi.org/10.1109/FMEC.2019.8795307
Calice, G., Mtibaa, A., Beraldi, R., Alnuweiri, H.: Mobile-to-mobile opportunistic task splitting and offloading. In: 2015 IEEE 11th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pp. 565–572, October 2015. https://doi.org/10.1109/WiMOB.2015.7348012
Cisco: Forecast and trends, 2017–2022 white paper
Du, J., Zhao, L., Feng, J., Chu, X.: Computation offloading and resource allocation in mixed fog/cloud computing systems with min-max fairness guarantee. IEEE Trans. Commun. 66(4), 1594–1608 (2018). https://doi.org/10.1109/TCOMM.2017.2787700
Le, M., Clyde, S., Kwon, Y.W.: Enabling multi-hop remote method invocation in device-to-device networks. Hum.-Centric Comput. Inf. Sci. 9(1), 20 (2019). https://doi.org/10.1186/s13673-019-0182-9
Le, M., Kwon, Y.W.: Utilizing nearby computing resources for resource-limited mobile devices. In: Proceedings of the Symposium on Applied Computing, SAC 2017, pp. 572–575. ACM, New York (2017). https://doi.org/10.1145/3019612.3019884
Iorga, M., Feldman, L., Barton, R., Martin, M.J., Goren, N.S., Mahmoudi, C.: Fog computing conceptual model (2018)
Wang, Y., Tao, X., Zhang, X., Zhang, P., Hou, Y.T.: Cooperative task offloading in three-tier mobile computing networks: an ADMM framework. IEEE Trans. Veh. Technol. 68(3), 2763–2776 (2019). https://doi.org/10.1109/TVT.2019.2892176
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Battistoni, P., Sebillo, M., Vitiello, G. (2019). Computation Offloading with MQTT Protocol on a Fog-Mist Computing Framework. In: Montella, R., Ciaramella, A., Fortino, G., Guerrieri, A., Liotta, A. (eds) Internet and Distributed Computing Systems . IDCS 2019. Lecture Notes in Computer Science(), vol 11874. Springer, Cham. https://doi.org/10.1007/978-3-030-34914-1_14
Download citation
DOI: https://doi.org/10.1007/978-3-030-34914-1_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-34913-4
Online ISBN: 978-3-030-34914-1
eBook Packages: Computer ScienceComputer Science (R0)