Would be interesting to also have metrics on failure per TB storage.
1 10TB drive
10 1TB drives
> When a drive fails, it's effectively a brick with no terabytes.
Interesting factoid: that isn't always true. What you describe is actually the CLEANEST type of failure, the drive suddenly becomes a brick. We replace the drive and rebuild it from parity.
A way more interesting failure is when disk blocks start going bad at an unacceptable rate. Backblaze splits your data across 20 different hard drives in 20 different machines in our datacenter. The sub-parts we call "shards", a shard sits on one disk. Each shard has a SHA-1 checksum, so we know if each shard has been corrupted. If an individual shard is missing or corrupted, we know it needs to be rebuilt from parity.
So when a drive is HALF-FAILED, we even have a procedure to pull the drive out, and then opportunistically copy whatever files we can recover onto a new drive, then put the new drive back into production. Any files we recover where they are in the correct filesystem location and their SHA1 says they have not been corrupted speeds up the rebuild.
The reason the speed of rebuild is important is the whole concept of 11 or 12 "nines" of durability. We can't have more than 3 drives fail in any one group of 20 drives, and the faster the rebuild time, the less likely for 4 simultaneous failures. It plugs into the formulas in this blog post we did about durability: https://www.backblaze.com/blog/cloud-storage-durability/
>> We can't have more than 3 drives fail in any one group of 20 drives...
Wow, for me, subjectively, an low threshold - and I underderstand that each drive being hosted on a different machine protects you as well from a machine/controller failure (happened to me twice with the controller - both times it was very hard to diagnose and the experience in general has been terrible).
Do you have as well "backups"? Or is that in the hands of the customers/users?
If you store data in Backblaze, there is no "backup" of that data. If Backblaze ever lost 4 drives simultaneously and could not recover the data, the customer would lose data. This is much like Amazon S3.
In general, we recommend a 3-2-1 backup strategy where there are 3 copies of the data, at least 2 copies on your site, and 1 copy in the cloud. You can read about that philosophy in our blog post here: https://www.backblaze.com/blog/the-3-2-1-backup-strategy/
To summarize I understand: A) the local working copy (locally replicated in your case), B) the local backup and C) the cloud/very remote backup. B & C cover each other if any datacenter is completely wiped out.
> if any datacenter is completely wiped out
Correct. When all of our datacenters were in Sacramento, California, some customers told us they were concerned because they were ALSO in Sacramento and a meteor could wipe out both their computer, the local backup, and Backblaze's cloud backup, all in one meteor strike.
While by default we put your data where it is convenient for Backblaze, we CAN work with customers (and have done so) to place their data in our Phoenix Arizona datacenter or one of our Sacramento datacenters if it is important. As we add our European region (coming soon) this will become a pull down menu for all customers. For now, we only work with larger customers to make sure the customer data lands in the correct location for them.
Interesting about the new European region, for sure at least from the point of view of "locality" (I assume that from the point of view of "data ownership" the US will still consider itself "owner" of the data as the holding/legal entity (don't know what kind of company it is, but your website mentions San Mateo US) has its headquarters in the US.
Well, I work most days in San Mateo, California, but 15% of the data we store for customers ALREADY comes from the EU, and more from other countries. Backblaze fully complies with all EU laws already, such as collecting VAT and passing that money through to EU countries.
Philosophically, we feel the data belongs to the customer, but we comply with all laws in that customer’s country. For the Backblaze Personal Backup product this was easiest, since it is encrypted on the customer machine before being sent. For B2 (our object storage product like Amazon S3) it got much more complicated because for the first time customers can configure it to be a publically accessible web host, so Backblaze sometimes gets served with takedown notices due to illegal content hosting.
We ABSOLUTELY comply with standard procedures the same as Amazon S3 must. Backblaze is not some crazy safe harbor for criminals hosting stolen movies. With that said, if you encrypt the data before it leaves your computer and store it in a private bucket, Backblaze has no possible way to know your file contents and we do not want to know. And we would have no way of handing that over to the US government (or the EU) even if they demanded it.
Thanks for mentioning this! I’ve always (begrudgingly) had to tell people that while I love Backblaze you have to understand the geographic risk. I always suspected you had a “yeah, we can put you here if we edit this config file” but the drop down will be much better for everyone. Looking forward to it!
Do I understand correctly, that when the drive is half-failed, you don't just say "it will probably completely stop working in the near future" and discard/replace it but keep using it?
To provide more color, if a 20 drive "tome" (as we call it) is 1 drive down, we don't even wake people up in the middle of the night, but Backblaze datacenter employees replace it when they arrive at the datacenter the next day at 8am. All drives having problems are replaced by 5pm when the employees go home. This is completely business as usual, about 5 - 10 drives fail every day.
However, if 2 drives fail out of 20 (or 1.5 in our example above), pagers go off, people wake up and get out of bed at 3am and start driving towards the datacenter. Or we employ "remote hands" to swap the drives immediately, it depends on the capabilities of the night crew in the datacenter which varies by datacenter. "remote hands" is a contract service where semi-skilled technicians work for the datacenter and we can pay them $80/incident or there abouts to do things you can only do "in person" like replace drives. All the pods (where data is stored) have "base board management" which means as long as they are powered up and online we can log in remotely from home or office to figure out what is going on and fix a variety of problems. AUTOMATICALLY if 2 drive fail we stop sending any data into that "tome" of 20 drives. We have found that writing to drives causes more failures, so not writing to them is safer.
If 3 drives fail, it is instantly a "Red Alert" at Backblaze and a whole lot of official procedures kick in. An "incident manager" is assigned and the whole company's number one concern is to drop EVERYTHING and never sleep again until the Red Alert is lowered to Yellow. We light up a "situation room" (in Slack - our internal chat tool) and information and status is relayed through that.
SIDE NOTE: Backblaze has a relationship with an excellent company named "DriveSavers" who can recover SOME data off of failed drives. This is very expensive (thousands of dollars per drive) so we only do it to test the procedure and then in extreme situations. Three drives down is an extreme situation and extremely rare, so ALL OF THE THREE FAILED DRIVES would be immediately hand carried to DriveSavers even while we rebuild the customer data from parity. Notice Backblaze STILL has a complete copy of the customer data on 17 drives -> But if a 4th drive dies, the hope is we can recover at least one of the drives via DriveSavers thus saving the customer data. (We need at least 17 out of 20 drives in a "tome" to reconstruct the data.) In our experiments, DriveSavers seems to recover about half the drives, or in some situations half the data from a drive (imagine if 1 platter on a drive has a head crash and is destroyed, but the other platters are fine). We have made the decision that it is less expensive (for the same durability) to pay DriveSavers the thousands of dollars rarely instead of increasing parity to allow reconstructing data from 16 out of 20 drives instead of the current 17 out of 20 drives.
You guys should think about writing a short eBook about e.g. general recommendations about setups/analysis/projections & stories about past failures/chain-of-events/etc - I might buy it :)
For large deployments, the concern is between failure rates and the amount of time it takes to rebuild data from a failed disk.
For small deployments, my main concerns are whether disk failure takes a machine or volume out, causing availability problems.
I’m trying to figure where failures per GB would be how you would choose, what scenario we’re you thinking of?