Earlier quoted context omitted.
There's already GCP Filestore.
Filestore is basically a single google-managed instance running NFS. It's much less sophisticated and resilient than EFS, but also can be much faster since it doesn't have the overhead of a distributed system. Don't try running something that touches lots of files like mercurial on EFS, trust me... The article says Elastifile (which I know nothing about) will become part of filestore.
Google Acquires Elastifile
11–18 of 18 posts
Re: Google Acquires Elastifile
#12It will be interesting to see how well this scales. I have seen AWS EFS fall over under heavy read load (lots of reads for the same TB-scale data). A lot of poor souls using Horovod with no data team use EFS to “distribute” data in data-parallel SGD.
Re: Google Acquires Elastifile
#13Earlier quoted context omitted.
Filestore is basically a single google-managed instance running NFS. It's much less sophisticated and resilient than EFS, but also can be much faster since it doesn't have the overhead of a distributed system. Don't try running something that touches lots of files like mercurial on EFS, trust me... The article says Elastifile (which I know nothing about) will become part of filestore.
Filestore is also really expensive for what is basically just NFS.
Eliminating team coordination tips the balance.
Re: Google Acquires Elastifile
#14Earlier quoted context omitted.
Filestore is also really expensive for what is basically just NFS.
Managed services are generally for enterprise, where you're fully costing out support + security mitigation. Eliminating team coordination tips the balance.
Re: Google Acquires Elastifile
#15The upside is that Google Cloud is getting serious about the enterprise because most of them still use desktop applications.
The question is how long this will last since the future is the cloud.
Re: Google Acquires Elastifile
#16It will be interesting to see how well this scales. I have seen AWS EFS fall over under heavy read load (lots of reads for the same TB-scale data). A lot of poor souls using Horovod with no data team use EFS to “distribute” data in data-parallel SGD.
Re: Google Acquires Elastifile
#17AWS EFS implements NFS 4.1 which support has support for massive parallel IO.
Re: Google Acquires Elastifile
#18It will be interesting to see how well this scales. I have seen AWS EFS fall over under heavy read load (lots of reads for the same TB-scale data). A lot of poor souls using Horovod with no data team use EFS to “distribute” data in data-parallel SGD.
EFS generally only falls down when you hit your IOPs limit for the measurement period -have seen this soooo many times. Buy more storage/IOPS, and monitor that puppy.
I've had multiple gigs where I was tasked with solving performance pitfalls, and most of the time it was as simple as upping the IOPS. In one case even though the problem was resolved in the end, the client migrated away from the cloud again because of that bad experience.