The invention relates to a
database parameter adjusting and optimizing method and device,
electronic equipment and a storage medium, a main adjusting and optimizing task and a secondary adjusting and optimizing task are created by determining a to-be-adjusted and optimized target function module in a
database and identifying an
associated function module of the target function module, the main adjusting and optimizing task executes parameter adjusting and optimizing operation of the target function module, and the secondary adjusting and optimizing task executes parameter adjusting and optimizing operation of the target function module. The secondary tuning task and the main tuning task cooperatively execute parameter tuning operation of the
associated function module through shared parameter association information; and
processing the primary tuning task and the secondary tuning task in parallel through a multi-task
Gaussian process model to obtain an optimized parameter configuration set of the target function module. Through a multi-task and multi-
target database parameter adjusting and optimizing mode, the situations of parameter conflict,
local optimum and one-sided adjusting and optimizing result caused by limitation of a single-
target database parameter adjusting mode are avoided, the stability and safety of
database operation in the parameter adjusting process are ensured, the adjusting and optimizing period is shortened, and the parameter adjusting accuracy and the parameter adjusting efficiency are greatly improved.