What's the basis of your argument that Google Cloud is better?
My personal experience has been exactly the opposite - AWS is light years ahead of Google Cloud. Does Google Cloud provide Machine Learning service?
For the longest time, it was only supporting Java and Python SDKs. And the Google's API is still very much lacking in terms of features and stacks. In fact the better support and much comprehensive services presents more choices rather than "vender lock-in". Keep in mind, all the auxiliary services are simply the open source technologies builds on top of AWS EC2 - if you like to spend time and money, you can totally build your own!
And this is common, as we've just seen people complain about Google Cloud 4 days ago.
> Does Google Cloud provide Machine Learning service?
Yes they do. [0]
> And this is common, as we've just seen people complain about Google Cloud 4 days ago.
To me, this is an isolated incident. On the other hand, seemingly every AWS customer of non-trivial size had to reboot a significant part of their machines in the last year because of Xen vulnerabilities (with no way to predict if you will land on a patched machine).
Ah, great. Apparently I didn't know they do. But again, being first doesn't automatically mean it's better. For instance, Sun's grid computing concept was earlier.
I never said that they were any good, you just asked if it exists.
I personally don't know why one would use any of the GCE/AWS/Azure ML offerings apart for really small use cases (in which case you probably don't have enough data). Most businesses with an ML component (like my startup) need millions of predictions per day which would be crazy expensive on any of those platforms.
> For the longest time, it was only supporting Java and Python SDKs.
You are describing Google App Engine circa 2010. I recommend taking another critical look at what Google has available because it's quite competitive these days :)
Lambda looks awesome... I'm tethered to Azure, so the closest I get is Azure App Service which works, but not as elegantly... Dokku-alt is working pretty well (testing now) as a deployment system... was looking kubernetes and the like, but it's overkill for my needs.
Doesn't Amazon's mysql api fronted db work similar to google's?
Assuming you're both talking about Google Cloud SQL and AWS RDS, then with RDS you can actually choose between MySQL, PostgreSQL, SQL Server, Oracle, or Amazon Aurora which is supposed to be compatible with MySQL 5.6. Google Cloud SQL only seems to mention MySQL.
For scalability, RDS gives you up to 3TB storage (1TB for SQL Server, 64TB for Aurora) and DB instances with up to 244GB RAM, 32 vCPUs and 10Gigabit network, whereas it looks like Google Cloud SQL is 100GB and 16GB of RAM. It looks like Cloud SQL provides managed replication/failover as standard; with AWS this is optional, but simple to set up. (I use RDS; never tried Google Cloud SQL.)
(I have no connection with either company, beyond being a customer.)
Amazon RDS for Aurora is what I was thinking of as being similar to Google's Cloud SQL... they're both mySQL API layers over the top of their BigTable/distributed backends.
I was actually thinking of Amazon RDS for Aurora[1], which seems to be a mySQL api layer over Amazon's BigTable backend. and similar to Google Cloud SQL.
Nobody seriously uses AWS ML service, do they? This is the worst idea ever unless it's just to see how well it works, because you have very little control over the algorithms/model parameters.
My personal experience has been exactly the opposite - AWS is light years ahead of Google Cloud. Does Google Cloud provide Machine Learning service?
For the longest time, it was only supporting Java and Python SDKs. And the Google's API is still very much lacking in terms of features and stacks. In fact the better support and much comprehensive services presents more choices rather than "vender lock-in". Keep in mind, all the auxiliary services are simply the open source technologies builds on top of AWS EC2 - if you like to spend time and money, you can totally build your own!
And this is common, as we've just seen people complain about Google Cloud 4 days ago.
https://yourbunnywrote.org/2015/04/19/google-cloud/