Empirical Characterization of Network Traffic for Reliable Communication in IoT Devices

Bebortta, Sujit; Senapati, Dilip

doi:10.1007/978-3-030-67361-1_3

Cited by 11 publications

(2 citation statements)

References 46 publications

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“…Since it offers a more logical perspective for device identification, most research depends on packet‐level analysis. Nevertheless, in extremely restricted computational systems, this approach imposes extra CPU workloads and resource outages, potentially deteriorating the integrity of the collected packets 65 …”

Section: Open Issues and Future Directionsmentioning

confidence: 99%

“…Nevertheless, in extremely restricted computational systems, this approach imposes extra CPU workloads and resource outages, potentially deteriorating the integrity of the collected packets. 65 To limit the quantity of data transferred across gateways and avoid circulation, the routing topology is often a tree structure topology across the network. The routing topology among resources has been determined by research using different methodologies.…”

Section: Rq2 What Are the Popular Algorithms Used To Make Iot Network...mentioning

confidence: 99%

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An application of meta‐heuristic and nature‐inspired algorithms for designing reliable networks based on the Internet of things: A systematic literature review

Gong

2023

Int J Communication

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The widespread use of Internet of Things (IoT) in various wireless sensor networks applications has increased their importance in recent years. IoT is a smart technology that connects anything anywhere at any time. These smart objects, which connect the physical world with the world of computing infrastructure, are expected to permeate all aspects of our daily lives and revolutionize a number of application domains such as healthcare, energy conservation, and transportation. As wireless networking expands, the disadvantage of wireless communication is clearly obvious. People's apprehension over the IoT's dependability has therefore skyrocketed. IoT networks' key requirements are dependability, channel security, fault tolerance, and reliability. Monitoring the IoT networks depends on the availability and correct functioning of all the network nodes. Recent research has proposed promising solutions to address these challenges. This article systematically examines recent articles that use meta-heuristic and nature-inspired algorithms to establish reliable IoT networks. Eighteen articles were analyzed in four groups. Results showed that reliable enhancement mechanisms in IoT networks increase fault node detection, network efficiency, and lifetime and attain energy optimization results in the IoT concept. Additionally, it was discovered in the literature that the current studies focus on how to effectively use edge network capabilities for IoT application executions and support, along with the related needs.

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Section: Open Issues and Future Directionsmentioning

confidence: 99%

Section: Rq2 What Are the Popular Algorithms Used To Make Iot Network...mentioning

confidence: 99%