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Planowanie zadań w chmurze by Kannammal, Prof N.

Planowanie zadań w chmurze

by Prof N. Kannammal
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Book cover type: Paperback
  • ISBN13: 9786200746252
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 60
  • Original Price: GBP 44.28
  • Language: Polish
  • Edition: N/A
  • Item Weight: 96 grams
  • BISAC Subject(s): General

Planowanie zadań w chmurze to proces przypisywania zadań obliczeniowych do zasob�w w chmurze - takich jak maszyny wirtualne lub kontenery - w celu optymalizacji wydajności i osiągnięcia cel�w zdefiniowanych przez użytkownika, takich jak minimalizacja czasu wykonania (makespan), redukcja koszt�w i maksymalizacja wykorzystania zasob�w. Biorąc pod uwagę dynamiczny, heterogeniczny i wielkoskalowy charakter środowisk chmurowych, planowanie zadań jest zlożonym i NP-trudnym problemem.Dziedzina ta ewoluowala od klasycznej heurystyki (np. FCFS, Min-Min) do zaawansowanych technik, takich jak metaheurystyka (np. algorytmy genetyczne, PSO, ACO) i podejścia oparte na sztucznej inteligencji, takie jak uczenie ze wzmocnieniem i glębokie uczenie. Rzeczywiste frameworki, takie jak Hadoop YARN, Kubernetes i CloudSim, wdrażają te strategie w celu efektywnego zarządzania obciążeniami.Nowoczesne planowanie w chmurze kladzie nacisk na optymalizację wielopodmiotową, r�wnoważąc kompromisy między szybkością, kosztami, zużyciem energii i sprawiedliwością. Pojawiające się trendy obejmują edge computing, serverless scheduling i green computing, pozycjonując planowanie zadań jako fundamentalne wyzwanie dla przyszlości uslug w chmurze.

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