Browsing by Author "Carrera D."

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    • Adaptive Prediction Models for Data Center Resources Utilization Estimation 

      Baig S.-U.-R.; Iqbal W.; Berral J.L.; Erradi A.; Carrera D. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)
      Accurate estimation of data center resource utilization is a challenging task due to multi-tenant co-hosted applications having dynamic and time-varying workloads. Accurate estimation of future resources utilization helps ...

    • Real-time data center's telemetry reduction and reconstruction using markov chain models 

      Baig S.-U.-R.; Iqbal W.; Berral J.L.; Erradi A.; Carrera D. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)
      Large-scale data centers are composed of thousands of servers organized in interconnected racks to offer services to users. These data centers continuously generate large amounts of telemetry data streams (e.g., hardware ...