You can avoid saving time stamps if you just do separate sums for preset time stamp ranges. It will add another dimension to the data but that dimension can be pretty roughly discretized. 99% of users would be perfectly happy with 15 minute, or even 30 minute discretization. 95% with 1 hour discretization.