Google Cloud hard quota limit - google-cloud-platform

I've been trying for a while to figure out if Google Cloud has a mechanism for a "crowbar" limit on API usage, as a security measure.
The scenario I'm concerned about is, say I have an API keyfile on a server, and a hacker steals it and plugs it into their system that (for the purposes of some nebulous scam) is running an unbounded number of translate requests as quickly as possible. I then receive a $25,000 bill. I don't see any mechanisms to really prevent this.
I can limit the roles for that key, but if the hacker's interest is in the same API I use for my project, that doesn't help. I can set a billing limit, but that just sends me an email, and I am not a person who notices incoming email, so in practice it would take me days to realize this had happened.
I can set a quota, but all the quotas in the dashboard seem to be per-minute or per-day limits. I need a per-month quota, and I don't see any way to do it. Am I just missing something, or does Google simply provide no option for this?
I understand that "well just don't let your API key get compromised" is probably the common wisdom, but that's unacceptable to my use cases for a number of reasons, so I'm not interested in discussing it. Thanks!
Edit: I should note, Google's documentation says "you can set requests per day caps" - but there are no instructions on that page for how to do this, and I can see no mechanism for it. I don't want a per-day cap, I want a per-month cap, but I'd take a per-day cap if I could find one. These are the only quotas I see for Cloud Vision, for instance:
Quotas part 1
Quotas part 2

As per Link 1 there is no Hard quota limit for Vision API on a monthly basis . If you need to use this feature you can request for this feature using the link 2.
In the meantime or as workaround you can control your vision API budget by using the Cloud Billing Budget API by following the link 3.

Related

What is the max limit of quotas on an api on aws?

I have 400 quotas and if I add one more I'm getting an error
'Maximum number of Resources for this API has been reached.'
What is the maximum number? 500-800?
I want to know if I can extend it for another 200-300 quotas or I need to create another API, thank you!
As per the documentation, the default quota for Resources per API is 300. Reviewing the documentation further we can see that this limit can be increased which I would suspect has already occurred on your account.
If you would like to increase this further, you can use the console again and request a service increase, a useful guide for this is here.
As for the upper limit, this is not listed and most likely wont be listed as it will be at the AWS service teams discretion to do so. Based on my experience, you can usually get 100-150% more than the default quotas just by requesting a service increase in the console. If you would like more than this you may have to create a support case and give justification for the request, but, as long as it is reasonable, it will usually be accepted.

Is it still possible to utilize a GPU on GCP on a individual account?

I have already activated billing but every time I tried to expand the quota it tells me:
'Unfortunately, we are unable to grant you additional quota at this time. If this is a new project please wait 48h until you resubmit the request or until your Billing account has additional history'
I used to be able to get a GPU, but I can't seem to get one right now.
The message is quite clear. The GPU quota increase will be gradually allowed as your Billing account will accumulate additional history
If you want to speed up the process, you might want to get in touch with the
Google Sales Team
As previously mentioned. There is really not much that you can do except for two things:
Reply back to that email so your case gets reopened and you get to talk with a real person and not a bot.
If the real person still tells you that it's not possible to grant you the quota, then consider requesting a lower quantity, if you're already requesting only 1 GPU, then yes, go to the Sales Team and explain your need, they may be able to vouch for you.

Cannot Extend GPU Quota on Google Cloud

I am using Google Cloud for development and training of deep neural networks. I've reached the limits of what I can do with CPUs and now need to create and instance with one or more GPUs.
I've followed the instructions from multiple sources. As the instance was being created I received a notification that my quota for my region (us-west1) was zero and to request an increase.
I did so and received the confirmation email within minutes. However, when I then attempted to recreate the instance I was again met with the quota increase error.
I submitted another request (same region) but heard nothing.
I tried in a different region, again requesting a quota increase, but heard nothing. I did this 6 times and -- as you might have guessed -- neither received a confirmation email nor was I able to create my instance.
I tried the hack of using Chrome in Incognito mode, but no joy.
This was an issue a few months ago, at least judging from the S/O and Google forum posts. I would think that by now it would be fixed.
Any help would be much appreciated as I'm totally stuck
NB: Cross-posted to the gce-discussion forum
I think you should contact the Google Cloud Platform Support for this kind of issues.
Open a case asking why your quota increase has not been applied and I am sure they are going to solve this in some days or at least to tell you why your request was declined.
Notice that quoting from the official Documentation "Free Trial accounts do not receive GPU quota by default."
Disclaimer: I work for the Google Cloud Support.

Does AWS S3 offer any kind of rate limiting or protection against abuse for publicly accessible files?

I have a web app which serves media files (in other words pretty large) with public access. The files are hosted on S3. I'm wondering if AWS offers any kind of abuse-protection, for example detection or prevention against download hogs via some type of rate limiting. A scenario might be a single source re-downloading the same content repeatedly. I was hoping there might be some mechanism to detect that behavior and either take preventative action or notify me.
I'm looking at AWS docs and don't see anything but perhaps I'm not looking smartly enough.
How do folks who host files which are available publicly handle this?
S3 is mostly a file storage service, with elementary web server capabilities. I would highly recommend you place a CDN between your end users and S3. A good CDN will provide protection from the sort of abuse you are talking about, while also serving the files to the user more quickly.
If you are mostly worried about how the abuse will affect your bills (and they can get very large so its good to be concerned about this), I would suggest that you put in some billing alerts on your account that alarm when certain thresholds are reached.
I have a step alarms set on my account so that I know when it hits 25%, 50%, 75% and 100% of what I budget each month. That way, for example, if I hit an alarm that tells me I have used 25% of my budget in the first two days of the month, I know I better look into it.

Facebook Graph API-Account suspension

I have a .Net application that uses list of names/email addresses and finds there match on Facebook using the graph API. During testing, my list had 900 names...I was checking facebook matches for each name in in a loop...The process completed...After that when I opened my Facebook page...it gave me message that my account has been suspended due to suspicious activities?
What am I doing wrong here? Doesn't facebook allow to search large number requests to their server? And 900 doesn't seem to be a big number either..
per the platform policies: https://developers.facebook.com/policy/ this may be the a suspected breach of their "Principals" section.
See Policies I.5
If you exceed, or plan to exceed, any of the following thresholds
please contact us by creating confidential bug report with the
"threshold policy" tag as you may be subject to additional terms: (>5M
MAU) or (>100M API calls per day) or (>50M impressions per day).
Also IV.5
Facebook messaging (i.e., email sent to an #facebook.com address) is
designed for communication between users, and not a channel for
applications to communicate directly with users.
Then the biggie, V. Enforcement. No surprise, it's both automated and also monitored by humans. So maybe seeing 900+ requests coming from your app.
What I'd recommend doing:
Storing what you can client side (in a cache or data store) so you make fewer calls to the API.
Put logging on your API calls so you, the developer, can see exactly what is happening. You might be surprise at what you find there.