With some handwaving it could be about $82.5K (computation spread over 1 year) or $125K (computation done in 1 month).
total cost was 35 CPU years (Intel Nehalem, 4-core, 2.8GHz)
1 EC2 compute unit is about 1 GHz Xeon
let's assume 1 Google unit = 12 EC2 units (3x4 cores)
High-CPU Extra Large instance = 20 EC2 units
35*12 = 420 EC2 unit years = 5040 EC2 unit months
= 21 HiCPU XL instances for 1 year
= 252 HiCPU XL instances for 1 month
Putting this into AWS calculator [1] yields:
$82,491.36 (21 HiCPU XL reserved instances for 1 year)
$125,435.52 (252 HiCPU XL on-demand instances for 1 month)
Edit: It could be actually a bit more, Nehalems seem to be faster than my first estimate.
Plugging in EC2 computing unit comparison from Cluster Compute instance (which has 2x quadcore Nehalem), 1 Google unit can be 16.75 EC2 units.
This gives:
$114K for 1 year of 29 reserved HiCPU XL instances
$166K for 1 year of 18 reserved cluster compute instances
$173K for 1 month of 348 on-demand HiCPU XL instances
$246K for 1 month of 210 on-demand cluster compute instances
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Edit2: Dedicated server hosting would be much cheaper. For example, from Hetzner [2] it would cost just about 26K EUR (= $34K) to rent 35 dedicated quadcore Nehalem servers for 1 year.
I made this account because my other one was on non-procastinaio mode. I was also hoping that someone would reply to me and then I would contact him. Thanks for the heads up.