CEDULE+: Resource Management for Burstable Cloud Instances Using Predictive Analytics

Nearly all principal cloud providers now provide burstable instances in their offerings. The main attraction of this type of instance is that it can boost its performance for a limited time to cope with workload variations. Although burstable instances are widely adopted, it is not clear how to effi...

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Veröffentlicht in:	IEEE eTransactions on network and service management 2021-03, Vol.18 (1), p.945-957
Hauptverfasser:	Pinciroli, Riccardo, Ali, Ahsan, Yan, Feng, Smirni, Evgenia
Format:	Artikel
Sprache:	eng
Schlagworte:	AWS Bandwidth Burstable instance Cloud Clouds Computer science Credit depletion period Data-driven predictive analytics Limiting Linux Performance evaluation Prediction models Predictive analytics Regression analysis Resource credit Resource management Scheduling Workload Workloads
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