Disadvantage of using low resistor value for pull up (Strong pull up)
You do need a pull-up. And 2k is a low value so it will consume more power than 10k would. You need to select your pull-up to have the rise time small enough to be within specifications that depend on the clock speed, bus capacitance, current driving ability of the chips and their voltage levels to determine bus being high or low.