Questions tagged [azure]
Microsoft Azure is a Platform as a Service (PaaS) and Infrastructure as a Service (IaaS) cloud computing platform by Microsoft. Users of the platform can deploy their applications onto cloud hosting benefiting from on-demand service, elastic scale, and a highly managed environment on a pay-as-you-go basis.
68 questions from the last 365 days
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1 answer
89 views
Claude Opus 4.8 in Azure AI Foundry got billed $500 USD over 3 days but monitoring token counts suggest ~$150 USD: what explains the discrepancy?
I deployed an Opus 4.8 endpoint in an Azure Foundry resource in my Azure subscription. I don't understand the Opus 4.8 expense I am getting billed for on Azure.
As per Azure cost management page, I ...
Score of 0
1 answer
58 views
How to trace Azure SaaS model deployment costs back to their Azure AI Foundry resource?
I deployed a few Opus 4.8 endpoints in my Azure subscription. Each Opus 4.8 endpoint is in a distinct Azure Foundry resource. Looking at the cost management page, I can group the cost by resource:
...
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1 answer
68 views
Azure AI Foundry portal (ai.azure.com) blocked when Cognitive Services account has defaultAction=Deny. Which IPs/services do I need to allow?
I use that command in Azure Cloud Shell to allow-list IPs for an Azure Foundry resource and deny all other IPs:
az resource update \
--ids /subscriptions/[subscriptionID]/resourceGroups/[...
Score of 8
1 answer
626 views
I've logged into the Azure Command-Line Interface (CLI) via `az login`: how can I see when it'll sign me out?
I've logged into the Azure Command-Line Interface (CLI) via az login: how can I see when it'll sign me out? I.e., how can I see when when my authentication will expire?
Score of 0
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235 views
Ubuntu kernel update on Azure?
Is it normal for Azure's Ubuntu Kernel (for example) to be so far behind when significant CVEs have been published? In particular, Copy fail (CVE-2026-31431) has not been patched on my Azure Ubuntu 22....
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173 views
How can I automatically delete any deployment of a fine-tuned OpenAI model on Azure that hasn't been used in the past x hours?
How can I automatically delete any deployment of a fine-tuned OpenAI model on Azure that hasn't been used in the past x hours?
I am aware of 15-day timeout. However, this is too long for me, as this ...
Score of 3
1 answer
587 views
Why does one Foundry resource got a *.services.ai.azure.com custom subdomain while another in the same resource has *.api.cognitive.microsoft.com?
I have two Azure AI Foundry resources under the same subscription, same resource group, same region (eastus2), both visible in the Foundry portal at ai.azure.com. Their "Azure AI model inference ...
Score of 1
1 answer
221 views
Ubuntu host in Azure cannot reach Internet after restart [closed]
I have an Ubuntu host in Azure running virtualmin for a web host. After restarting, the device cannot reach the Internet, either by IP or DNS.
Several packages were updated, however no additional ...
Score of 0
1 answer
135 views
How can I view which IPs are allowed for each Azure OpenAI and Azure Foundry resource?
I have many Azure OpenAI and Azure Foundry resources. How can I view, for each Azure OpenAI and Foundry resource, which IPs are allowed to send requests? I want a list, e.g.: Resource A: 149.126.12.88;...
Score of 2
1 answer
210 views
How do I get latency and throughput metrics for an Azure OpenAI Batch API endpoint?
I run jobs through the Azure OpenAI Batch API (Global Batch deployment) and I want
the same monitoring view I get for synchronous deployments, specifically:
Time to first byte (TTFB) / Time to last ...
Score of 2
1 answer
308 views
How can I list all Azure Cognitive Services models across every Azure region?
I want a complete inventory of list model (ideally, with version and SKU) available through Azure Cognitive Services / Azure AI Foundry across all regions in my subscription, in a single query. The ...
Score of 1
1 answer
183 views
Keycloak won't start on Azure Container App - getting killed by probes
I'm trying to start up a productionised Keycloak on Azure Container Apps. As far as I can tell, its starting up fine but being shut down because of health probes thinking it isn't healthy. Here are ...
Score of 0
0 answers
32 views
Clarification on MACC Eligibility & Reference Architecture for Hybrid SaaS (Azure Marketplace)
We are currently in the process of listing our hybrid SaaS solution on the Azure Marketplace as a transactable offer and would like clarification on the path toward MACC eligibility.
Our understanding ...
Score of 1
0 answers
62 views
Azure OpenAI creation fails with RequestDisallowedByAzure on Azure for Students subscription: which regions are allowed?
I'm trying to create an Azure OpenAI resource on an Azure for Students subscription and validation fails at the Review + submit step with:
Resource 'LongLaMP-student' was disallowed by Azure: This ...
Score of -1
1 answer
63 views
Is it safe to delete unattached disks in Azure's VMs?
We are trying to reduce costs in our Azure environment and we identified many unattached disks in several VMs, most of them from previous restores done with Azure Recovery Services Vault.
I have never ...