One embodiment provides a pluggable optical line terminal (OLT) in a passive optical network (PON). The OLT can include an optical transceiver, a non-volatile storage device storing configurations of the pluggable OLT, and an autonomous boot module configured to access the configurations stored in the storage device when booting the pluggable OLT, thereby enabling plug-and-play operations of the pluggable OLT.