Profit Maximization of Big Data Jobs in Cloud Using Stochastic Optimization

Reserved instances offered by cloud providers make it possible to reserve resources and computing capacity for a specific period of time. One should pay for all the hours of that time interval; in exchange, the hourly rate is significantly lower than on-demand instances. Reserved Instances can signi...

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Veröffentlicht in:	IEEE transactions on cloud computing 2021-10, Vol.9 (4), p.1563-1574
Hauptverfasser:	Nabavinejad, Seyed Morteza, Goudarzi, Maziar
Format:	Artikel
Sprache:	eng
Schlagworte:	Big Data big data processing Cloud computing Contracts Data processing Information management Intelligence (information) Optimization Probability distribution profit maximization reserved instances Resource management stochastic optimization
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