Voltage of UPS system (12/24/36/48) * battery Ah rating >= constant power load you expect to run
So if you want to run 100W constant load for 10 hours you need a storage of 1200 Wh considering 80% efficiency
Which translates to 100 Ah battery @ 12V
Or 50 Ah @ 24V