You can remember the meaning of 以上 with this easy mnemonic:
According (以) to rumors, if you get promoted up (上) to the 11th floor or higher, you get your own private bathroom.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.