Workload forecasting is the foundation of elastic resource management. It can help to adapt to fluctuations in resource demand. Accurate workload forecasting ...
Therefore, an elastic resource management method based on workload forecasting in edge clouds is proposed in this paper. When the resource demand is large, more ...
Therefore, an elastic resource management method based on workload forecasting in edge clouds is proposed in this paper. When the resource demand is large, more ...
Workload forecasting based elastic resource management in edge cloud. An elastic resource management method based on workload forecasting is studied.
In this paper, we propose ELASTIC, which is the first study that leverages a cloud-edge col- laborative paradigm for edge workload forecasting with multi-view ...
Jun 29, 2021 · The paper presents a comprehensive survey of workload forecasting and predictive resource management models in cloud environment.
Therefore, an elastic resource management method based on workload forecasting in edge clouds is proposed in this paper. When the resource demand is large, more ...
May 11, 2023 · Limitations: it requires all participants to train a common model, which cannot be directly applied to workload forecasting scenario, since ...
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What is workload forecasting?
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Feb 11, 2020 · A dynamic elastic scaling model based on load prediction is proposed, which improves resource utilization and reduces scaling costs without affecting user ...
Missing: Workload forecasting
Workload forecasting based elastic resource management in edge cloud · Boyun ... A prediction based energy conserving resources allocation scheme for cloud ...