In scenarios, which involve loading large data into the AutoComplete (or any of the other dropdown widgets: DropDownList, ComboBox, MultiSelect) we recommend enabling the virtualization functionality. See this demo
which showcases this AutoComplete feature. This
documentation article extensively explains how to enable and configure the Virtualization functionality for the dropdown widgets (the AutoComplete including).