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Resource Central: Understanding and Predicting Workloads ...

Resource Central: Understanding and PredictingWorkloads for Improved Resource Management inLarge Cloud Platforms Eli BondeMicrosoft MuzioITA, BianchiniMicrosoft research to date has lacked data on the characteris-tics of the production virtual machine (VM) Workloads oflarge cloud providers. A thorough Understanding of thesecharacteristics can inform the providers Resource manage-ment systems, VM scheduler, power manager, serverhealth manager. In this paper, we first introduce an exten-sive characterization of Microsoft Azure s VM workload,including distributions of the VMs lifetime, deployment size,and Resource consumption.

Resource Central: Understanding and Predicting ... explore (sometimes offline) workload profiling and aggres-sive online resource reallocation, via dynamic monitoring, ... predictor of the future behavior of the customers’ VMs, so machine …

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