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ROBUSTNESS OPTIMIZATION FOR IOT TOPOLOGY IBD

NING CHEN / SONGWEI ZHANG / TIE QIU
SPRINGER
06 / 2023
9789811696114
Inglés

Sinopsis

The IoT topology defines the way various components communicate with each other withináaánetwork. Topologies can vary greatlyáin terms ofásecurity, power consumption, cost,áand complexity. Optimizing the IoT topologyáforádifferent applications and requirements can help to boost theánetworkâÇÖs performanceáand save costs. More importantly, optimizing the topology robustness can ensureásecurityáand prevent network failureáatáthe foundation level. In this context, this bookáexaminesáthe optimization schemesáforátopology robustness in the IoT,áhelpingáreaders to construct a robustness optimization framework,áfromáself-organizing to intelligent networking.Theábook provides the relevant theoretical framework and the latest empirical researcháonárobustness optimization of IoT topology.áStartingáwith the self-organization of networks,áitágradually moves to genetic evolution. Itáalso discussesáthe application of neural networksáand reinforcement learningátoáendow the node with self-learning ability toáallowáintelligent networking.This book is intended for students, practitioners, industry professionals, and researchersáwho are eager to comprehend the vulnerabilities of IoT topology.áIt helps them to masterátheáresearch framework for IoT topology robustness optimizationáandáto build more efficient and reliable IoT topologies inátheiráindustry.