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(a) The execution time differences while running the algorithm on the device (blue) versus transferring it to the phone and running it there, i.e., baseline (red); (b) the battery consumption in mAh between the baseline versus our on device prediction approach. As shown, our method consumes less battery, and its execution time is significantly lower than the baseline. This difference will be highlighted when the number of days increases.
