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CenSen

CenSen

Thippeswamy M N / Venkatesh K / Yogaraja G S R

113,15 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2026
Materia
Informática: cuestiones generales
ISBN:
9786630035339
113,15 €
IVA incluido
Disponible

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Sobre IBD

Książka „CenSen: Smart Sensing for CloudIoT' poświęcona jest projektowaniu i tworzeniu scentralizowanej platformy czujnikowej, która integruje technologie bezprzewodowych sieci czujników (WSN), przetwarzania w chmurze oraz Internetu rzeczy (IoT) w celu umożliwienia tworzenia skalowalnych, bezpiecznych i energooszczędnych systemów inteligentnych. Książka przedstawia kompleksową architekturę CloudIoT, która upraszcza zarządzanie czujnikami, usprawnia przetwarzanie danych w czasie rzeczywistym oraz poprawia wykorzystanie zasobów w środowiskach rozproszonych. Porusza ona kluczowe wyzwania, takie jak równoważenie obciążenia, planowanie zadań, optymalizacja routingu, redukcja opóźnień, skalowalność oraz zużycie energii w ekosystemach IoT opartych na chmurze. Platforma wykorzystuje zaawansowane hybrydowe algorytmy metaheurystyczne, techniki głębokiego uczenia oraz inteligentne modele planowania, w tym F-COA, SA-RBM, SISP-WHO, Ch-KPA, R-EDF i LC-GTO, w celu optymalizacji wyboru głowicy klastra, planowania przepływu pracy, alokacji maszyn wirtualnych oraz dynamicznego zarządzania zasobami. Poprzez symulację i analizę wydajności z wykorzystaniem narzędzia CloudSim książka pokazuje, w jaki sposób CenSen poprawia czas wykonania, czas odpowiedzi, przepustowość, żywotność sieci oraz efektywność kosztową w porównaniu z istniejącymi podejściami.

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