The invention relates to the technical field of
cloud computing and
resource scheduling, and discloses a smart education cloud platform elastic
resource scheduling system based on
big data, which mainly comprises a data sensing module, a data lake bin module, an intelligent prediction module, a strategy generation module, a transition control module, an elastic execution module, a dynamic evaluation module and the like. The multi-
source data is integrated through the data
perception and lake and warehouse module, the information island is broken, the historical load, the user behavior and the service period are fused by using the intelligent prediction module to carry out accurate demand prediction, and the conversion from passive response to active pre-configuration is realized; the
system automatically generates and safely executes an optimization scheduling strategy according to a prediction result, and then forms closed-
loop optimization through dynamic evaluation, so that the
resource utilization efficiency and the service stability are remarkably improved; the
system can effectively cope with periodic and sudden loads in a cloud platform education scene, and provides intelligent, elastic and continuously optimized resource guarantee for high-
concurrency and high-availability internet data services.