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| Author | Proposed model | Advantages | Drawbacks |
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| Hao [4] | Neural network algorithm | Data transfer rate at medium and high speed | Data flow can fail at any point or point in the system |
| Yang et al. [7] | Artificial intelligence algorithm | Issues on the brink can be detected early in the process | Clear topological-based structure required for the communication |
| Logeshwaran and Karthick [8] | Smart design of a multidimensional antenna | The data transfer is rapid between the two communication channels without any interference | Network monitoring required an efficient data collection and rapid reporting between the nodes |
| Zhang and Wu [9] | Big data energy scheduling game management algorithm | It allows transferring data without prior connection. Simply put, data is sent even the recipient has not confirmed | The thread rate is different with the information sent and received |
| Liu and Awang Bin Othman [10] | Machine learning algorithm | The availability of alerts in a timeline helps filter and develop issues and aids the RCA process | It has a repository of alerts with the exact source of the problem identified which can help build intelligent systems |
| Min et al. [11] | Genetic algorithm-optimized neural network | The networks are built on high-powered routers and transmit data through channels | The network monitoring procedures should include data in a limited duration |
| Rajpoot et al. [32] | RSS-based selective clustering technique | The monitoring system has responsible for remote access of a large number of users. It is an essential step in controlling network users | An organization with large network managers often receives timely alerts, but the solution is only deployed temporarily |
| Lloret et al. [33] | Rural and forest fire detection and verification | Rule-based alerting approach enables network administrators to focus on the problem | The speed of data transfer through such networks is low, and the resulting delays will occur |
| Chauhan and Goel [34] | Feature-based analysis of social networking and collaboration in MOOC | It allows us to focus on the system’s platform rather than the underlying technology | The same should be prioritized based on report generation |
| Ampririt et al. [35] | A fuzzy-based system | The network monitoring practices a scale with the monitoring system | A small network with a dedicated setup will not be in immediate crisis because one essential tool can report on the entire network |
| Kori and Kakkasageri[37] | Resource allocation scheme | The network monitoring system should be designed to allow it to have a centralized view of the entire network, accessible in a single platform | In different locations and new nodes in the cloud infrastructure must face the resource shortage |
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