The Ender Quarry only loads the chunk that it is currently mining, and since it drills vertically one block wide the Quarry completes work within one chunk, before moving on, loading the next chunk and unloading the previous one. There are two ways to set-up the mining area: Outlining the area with Fence, and placing the Quarry in the fence line.