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When an intermediate cluster head is a failure or lost, fault-tolerant routing algorithm is trigged.
In order to do that, the users learn the intermediate cluster assignments, meaning more information leakage.
Throughout the protocol, the preferences, intermediate cluster assignments and the final results of the clustering algorithm are all encrypted and thus unknown to the service provider or any other person in the network.
The intermediate cluster C2 (7) confirms the highest level of pH, EC, TDS, TH, Ca2+, Na+, K+, Cl−, SO4 2−, NO3 −, BOD and TC, and corresponds well with PC1 and PC4.
When an intermediate cluster head is a failure or lost, fault-tolerant routing rollbacks to the upper layer of failure cluster head re-choose a new cluster head with the highest priority as the next hop to complete the task of transmission and ensure the robustness and reliability of the network.
Step 4: If round = T or the cluster head residual energy is below half of the average residual energy within the cluster, then return to step 2. If an intermediate cluster head finds packet forwarding misbehavior caused by faulty or failure on active path, go to step 5. Step 5: The fault-tolerance routing algorithm.
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Intermediate clusters have a variety of forms, and bond counts provide a useful classification scheme.
Technique Di: data set having 'N' instances; Dmj: majority class samples am (m = 1, 2, …, m); Dmn: minority class samples bn (n = 1, 2, …, n); i: iteration count (1); Cim: intermediate clusters; Do: a set of synthetic positive instances.
If a route failure occurs due to movement of the nodes in the intermediate clusters, the path should be reinitiated either from the local node where route failure is detected or from the source CH.
Other researches have investigated the formation of AgNPs and intermediate clusters in polyacrylate aqueous solutions by chemical reduction of Ag + using a reducing agent, gamma radiation or ambient light[29 32].
It should be distinguished between criteria that have to be applied during the clustering procedure to decide whether intermediate clusters should be merged or split and those that evaluate the final results of the clustering procedure.
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