The invention relates to the technical field of
server deployment and capacity expansion, in particular to a service
dynamic capacity expansion method and device, equipment and a storage medium. Comprising the following steps: acquiring
page view data of a plurality of target pages and
call volume data of services in a preset time period, and calculating an average
page view of each back-end service in the preset time period based on the
call volume data; according to the
page view data and the
call volume data, calculating a current conversion rate from each target page to the corresponding back-end service, and calculating a current
service load value of the corresponding back-end service after routing conversion; judging whether the current
service load value is greater than a preset threshold, and if so, calling a historical
data set corresponding to a preset time period in a historical
database; and based on the historical
data set, the comprehensive average access amount and the current conversion rate, judging whether a capacity expansion triggering condition is met, and if yes, triggering
dynamic capacity expansion of the corresponding back-end service. The
resource utilization rate and the better
cost effectiveness can be improved, and the user experience is improved.