File(s) under permanent embargo
Optimal Node Selection in Communication and Computation Converged IoT Network
conference contribution
posted on 2023-04-19, 06:10 authored by Rolden Fereira, Chathu RanaweeraChathu Ranaweera, Jean-Guy Schneider, Kevin LeeKevin LeeIn Internet of Things (IoT), the things collect, relay information, and processes the information collectively and take self-automated actions. With growing complexities in the IoT domain and its architectures, a convergence of computation and communication technologies is becoming a key challenge to meet the stringent demands of advanced IoT use cases. An exponential increase in IoT devices and stringent communication and network constraints such as latency and bandwidth from advanced IoT use cases, including autonomous vehicles, eHealth, and smart grid, make it challenging to use the current IoT infrastructure. Further, most IoT architectures proposed so far focus on a single IoT use case, with one dimension on communication and the other on computation architectures. However, in emerging IoT networks, all computation layers and multiple IoT use cases must be supported in a single IoT architecture to tackle the exponential growth in IoT applications cost-effectively and energy-efficiently. To address this challenge, we propose an optimal node selection framework that considers all three computation layers (edge, fog, and cloud) for load balancing and optimizing resource allocations in an IoT architecture. The proposed approach is evaluated through simulation results. The results provide an insight into how the proposed framework can be used to allocate the best suitable node in the IoT architecture and process the requests whilst using a minimal number of nodes in the architecture and satisfying the network and application requirements.
History
Volume
00Pagination
1-9Location
Melbourne, VictoriaStart date
2022-12-17End date
2022-12-19ISBN-13
9781665464970Language
engPublication classification
E1 Full written paper - refereedTitle of proceedings
ISPA/BDCloud/SocialCom/SustainCom 2022 : Proceedings of the 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications and 15th IEEE International Conference on Social Computing and NetworkingEvent
Big Data & Cloud Computing. Combined Conference (2022 : 12th : Melbourne, Victoria)Publisher
IEEEPlace of publication
Piscataway, N.J.Usage metrics
Categories
No categories selectedKeywords
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC