Claire Radar

CloudCons

原始来源英文简介

CloudCons is an end-to-end benchmark for evaluating forecasting models in cloud resource consolidation. It encompasses datasets from Huawei Cloud, Microsoft Azure, and Google Borg with diverse workload patterns, and evaluates statistical, deep learning, and time series foundation models. The evaluation includes resource efficiency and service reliability metrics under a forecast-then-optimize paradigm.