You can remember the meaning of 边缘 with this easy mnemonic:
You see the edge (边) of the cliff here? Just walk along (缘) it for five minutes.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.