# How much energy does it take to store 1 Terabyte of data in the cloud?

Some time ago I saw a documentary/infotainment program on television where they said that on average storing 1TB of data in the cloud costs 41 kWh of electricity per year. There was no further explanation, but I wrote that statistic down because I wanted to lookup more information on this later. I recently searched the Internet and found this paper that says

...a server-based architecture for a 1TB plan has an annual consumption of 1700 kWh

This is a rather different figure than 41 kWh, so which figure makes more sense? 1700 or 41 kWh? Is there any other scientific research on this, that can verify or refute these numbers?

According to a 2016 blog post by Backblaze, a (particular) 1.5TB HDD uses 3.4W when idle and 5.9W when operating. This gives a lower bound of 20 kWh / TB / year and an upper bound of 35 kWh / TB / year. These numbers are much closer to the low figure than the high one given in the question. We can also see that larger drives use proportionally less power and large-scale cloud storage providers will tend to move towards larger drives (for this and other reasons). Using a 6TB HDD instead results in power usage of 7.2W when idle and 8.8W when operating. This gives a lower bound of 10 kWh / TB / year and an upper bound of 13 kWh / TB / year.

The referenced paper arrives at its number by assuming the drive portion of the power cost is 4.9 kW / 604 TB (unclear what the reference for this is) or around 8 W / TB. This is right in the ballpark of the numbers given by the Backblaze blog post.

The paper then goes on to multiply this power usage by various factors - eg by 1.5 for account for cooling, by 2 for assumed redundancy, and by 2 again for assumed waste due to under-utilization. It then adds in other power factors, routing hardware, all intermediate servers between client and server, etc.

These seem like real contributors to power requirements but the total seems overstated to me. For example, the average 9 servers between client and server necessary to route traffic between them would probably mostly be up and running regardless of that TB of cloud storage. Their cost should be spread across the wide range of services they are providing (mostly Netflix streams at this point, probably).

It is also necessary to compare apples to apples. The paper talks about storage with some form of redundancy in it - assuming that storing 1TB of data requires 2TB worth of disk. The other number in the question, 41 kWh / TB / year, may be for no redundancy or some other level of redundancy. The figures I've computed above are for exactly 1TB - not 2TB.

Properly allocating the power used by all of these shared services is probably a research project all on its own. The authors of this paper have selected values which make Cubbit (an alternative distributed storage system) look like an improvement but I don't see evidence in the paper to support all of the assumptions they've made.

So, I have found no research that provides a complete answer to this question. My personal guess is that usage for a single non-redundant TB is between 2x and 10x the drive requirement - between 20 kWh and 100 kWh / TB / year. It would be great to see a more thorough analysis (or measurement!) spanning the full range of infrastructure, though.

• Thanks! I also had the feeling that the 1700 kWh in the paper was way to high. Dec 13, 2018 at 8:32

The open-source project Cloud Carbon Footprint estimated the carbon footprint of storing 1TB in the Cloud. In their methodology they explain that they use the following numbers:

HDD average capacity in 2020 = 10 Terabytes per disk
Average wattage per disk for 2020 = 6.5 Watts per disk

Watts per Terabyte = Watts per disk / Terabytes per disk: 6.5 W / 10 TB = 0.65 Watt-Hours per Terabyte-Hour for HDD

and

SSD average capacity in 2020 = 5 Terabytes per disk
Average wattage per disk for 2020 = 6 Watts per disk

Watts per terabyte = Watts per disk / Terabytes per disk: 6 W / 5 TB = 1.2 Watt-Hours per Terabyte-Hour for SSD

So using this to calculate the energy needed to store something for a year (times 24 and 365,25) gives us 5.7 kWh for HDD and 10.5 kWh for SDD.

However cloud providers usually provide redundancy via RAID or backups which is not taken into account in this calculation, so that at least doubles the footprint. The Cloud Carbon Footprint project acknowledges this and has drawn up a list of the replication factors for several providers. According to this list a replication factor of 3 is commons, so that results in:

• 17.1 kWh/TB per year for HDD
• 31.6 kWh/TB per year for SSD

Note that this doesn't include the energy to transfer the data from the main storage to backup storages located elsewhere. Also data center PUE doesn't seem to be included, so that can increase the numbers with a factor 1.1 - 1.6.

Solid state memory is far more energy efficienct than cloud storage, because said devices must be ON. ALL the time. In 2012, analysts at the New York Times estimated cloud computing consumed 30 Gigawatts of power per year, or as much as can be produced by 30 nuclear power plants, 262 Terawatt-hours of electricity. As of 2020 he world's data centers store about 1,327 exabytes of data, that works out to five megabytes per watt hour

• Please provide sources/citations. Also, comparing energy use in 2012 to data storage in 2020 is not a valid analysis.
– LShaver
Jul 23, 2021 at 13:35