You can remember the meaning of 餐厅 with this easy mnemonic:
There's a dining hall here, so you can have your meals (餐) there, or in your office (厅).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.