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Found 3 essays matching the above criteria.

  1. 1. Exploring Demand Forecasting Strategy in Young Fast-Growing Companies : A Case Study of Nudient

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Marcus Andersson; [2022]
    Keywords : Demand forecasting; methods; strategy; quantitative forecasts; qualitative forecasts; Efterfrågeprognoser; metoder; strategier; kvantitativa prognoser; kvalitativa prognoser;

    Abstract : The purpose of this study is to provide the case company Nudient with a recommendation of what demand forecasting methods and strategies they should use. To be able to make a tailored recommendation, a literature study is conducted to explore what demand forecasting methods are commonly used on applications similar to the case being studied. READ MORE

  2. 2. Predictive vertical CPU autoscaling in Kubernetes based on time-series forecasting with Holt-Winters exponential smoothing and long short-term memory

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Thomas Wang; [2021]
    Keywords : Kubernetes; Docker; Container; Cloud Native; Cloud Computing; Resource Provisioning; Autoscaling; Predictive scaling; CPU Usage; Seasonality; Exponential Smoothing; Long short-term memory; Time-series Analysis; Kubernetes; Docker; Container; Cloud Native; Cloud Computing; Resursförsörjning; Autoskalning; prediktiv skalning; CPU Användning; Säsongsmässighet; Exponentiell utjämning; långt korttidsminne; tidsserieanalys;

    Abstract : Private and public clouds require users to specify requests for resources such as CPU and memory (RAM) to be provisioned for their applications. The values of these requests do not necessarily relate to the application’s run-time requirements, but only help the cloud infrastructure resource manager to map requested virtual resources to physical resources. READ MORE

  3. 3. A time series forecasting approach for queue wait-time prediction

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anton Stagge; [2020]
    Keywords : ;

    Abstract : Waiting in queues is an unavoidable part of life, and not knowing how long the wait is going to be can be a big source of anxiety. In an attempt to mitigate this, and to be able to manage their queues, companies often try to estimate wait-times. READ MORE