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Home Machine Learning

Demystifying Azure Storage Account Network Access | by René Bremer | Oct, 2024

AiNEWS2025 by AiNEWS2025
2024-12-10
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Demystifying Azure Storage Account Network Access | by René Bremer | Oct, 2024
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Service endpoints and personal endpoints hands-on: together with Azure Spine, storage account firewall, DNS, VNET and NSGs

René Bremer

Towards Data Science

Related Community — picture by Nastya Dulhiier on Unsplash

Storage accounts play a significant function in a medallion structure for establishing an enterprise information lake. They act as a centralized repository, enabling seamless information trade between producers and customers. This setup empowers customers to carry out information science duties and construct machine studying (ML) fashions. Moreover, customers can use the information for Retrieval Augmented Era (RAG), facilitating interplay with firm information by means of Giant Language Fashions (LLMs) like ChatGPT.

Extremely delicate information is often saved within the storage account. Protection in depth measures have to be in place earlier than information scientists and ML pipelines can entry the information. To do protection in depth, a number of measurement shall be in place reminiscent of 1) superior menace safety to detect malware, 2) authentication utilizing Microsoft Entra, 3) authorization to do advantageous grained entry management, 4) audit path to observe entry, 5) information exfiltration prevention, 6) encryption, and final however not least 7) network access control utilizing service endpoint or personal endpoints.

This text focuses on community entry management of the storage account. Within the subsequent chapter, the completely different ideas are defined (demystified) on storage account community entry. Following that, a hands-on comparability is completed between service endpoint and personal endpoints. Lastly, a conclusion is drawn.

A typical situation is {that a} digital machine must have community entry to a storage account. This digital machine usually acts as a Spark cluster to research information from the storage account. The picture under offers an summary of the accessible community entry controls.

2.1 Overview of networking between digital machine and storage account — picture by creator

The elements within the picture may be described as follows:

Azure world community — spine: Site visitors at all times goes over Azure spine between two areas (except buyer forces to not do it), see additionally Microsoft global network — Azure | Microsoft Learn. That is no matter what firewall rule is used within the storage account and regardless whether or not service endpoints or personal endpoints are used.

Azure storage firewalls: Firewall guidelines can prohibit or disable public entry. Frequent guidelines embrace whitelisting VNET/subnet, public IP addresses, system-assigned managed identities as useful resource cases, or permitting trusted companies. When a VNET/subnet is whitelisted, the Azure Storage account identifies the visitors’s origin and its personal IP tackle. Nevertheless, the storage account itself shouldn’t be built-in into the VNET/subnet — personal endpoints are wanted for that objective.

Public DNS storage account: Storage accounts will at all times have a public DNS that may be entry through community tooling, see additionally Azure Storage Account — Public Access Disabled — but still some level of connectivity — Microsoft Q&A. That’s, even when public entry is disabled within the storage account firewall, the general public DNS will stay.

Digital Community (VNET): Community wherein digital machines are deployed. Whereas a storage account is rarely deployed inside a VNET, the VNET may be whitelisted within the Azure storage firewall. Alternatively, the VNET can create a personal endpoint for safe, personal connectivity.

Service endpoints: When whitelisting a VNET/subnet within the Storage account firewall, the service endpoint have to be turned on for the VNET/subnet. The service endpoint ought to be Microsoft.Storage when the VNET and storage account are in the identical area or Microsoft.Storage.World when the VNET and storage are in several areas. Be aware that service endpoints can also be used as an overarching time period, encompassing each the whitelisting of a VNET/subnet on the Azure Storage Firewall and the enabling of the service endpoint on the VNET/subnet.

Non-public endpoints: Integrating a Community Interface Card (NIC) of a Storage Account throughout the VNET the place the digital machine operates. This integration assigns the storage account a personal IP tackle, making it a part of the VNET.

Non-public DNS storage account: Inside a VNET, a personal DNS zone may be created wherein the storage account DNS resolves to the personal endpoint. That is to guarantee that digital machine can nonetheless connect with the URL of the storage account and the URL of the storage account resolves to a personal IP tackle moderately than a public tackle.

Community Safety Group (NSG): Deploy an NSG to restrict inbound and outbound entry of the VNET the place the digital machine runs. This could forestall information exfiltration. Nevertheless, an NSG works solely with IP addresses or tags, not with URLs. For extra superior information exfiltration safety, use an Azure Firewall. For simplicity, the article omits this and makes use of NSG to dam outbound visitors.

Within the subsequent chapter, service endpoints and personal endpoints are mentioned.

The chapter begins by exploring the situation of unrestricted community entry. Then the small print of service endpoints and personal endpoints are mentioned with sensible examples.

3.1 Not limiting community entry — public entry enabled

Suppose the next situation wherein a digital machine and a storage account is created. The firewall of the storage account has public entry enabled, see picture under.

3.1.1 digital machine and storage account with public entry created

Utilizing this configuration, a the digital machine can entry the storage account over the community. Because the digital machine can also be deployed in Azure, visitors will go over Azure Spine and can be accepted, see picture under.

3.1.2 Site visitors not blocked — public community entry enabled

Enterprises usually set up firewall guidelines to restrict community entry. This includes disabling public entry or permitting solely chosen networks and whitelisting particular ones. The picture under illustrates public entry being disabled and visitors being blocked by the firewall.

3.1.3 Site visitors blocked — blocking visitors in storage account firewall

Within the subsequent paragraph, service endpoints and chosen community firewall guidelines are used to grant community entry to storage account once more.

3.2 Limiting community entry through Service endpoints

To allow digital machine VNET entry to the storage account, activate the service endpoint on the VNET. Use Microsoft.Storage for throughout the areas or Microsoft.Storage.World for cross area. Subsequent, whitelist the VNET/subnet within the storage account firewall. Site visitors is then blocked once more, see additionally picture under.

3.2.1 Site visitors not blocked — service endpoint enabled and added to in storage account firewall

Site visitors is now accepted. When VNET/subnet is faraway from Azure storage account firewall or public entry is disabled, then visitors is blocked once more.

In case an NSG is used to dam public outbound IPs within the VNET of the digital machine, then visitors can also be blocked once more. It’s because the general public DNS of the storage account is used, see additionally picture under.

3.2.2 Site visitors blocked — NSG of digital machine blocking public outbound visitors

In that case, personal endpoints shall be used to guarantee that visitors doesn’t depart VNET. That is mentioned within the subsequent chapter.

3.3 Limiting entry through Non-public endpoints

To reestablish community entry for the digital machine to the storage account, use a personal endpoint. This motion creates a community interface card (NIC) for the storage account throughout the VNET of the digital machine, guaranteeing that visitors stays throughout the VNET. The picture under offers additional illustration.

3.3.1 Site visitors not blocked — Non-public endpoint created to Storage account, public entry disabled

Once more, an NSG can be utilized once more to dam all visitors, see picture under.

3.3.2 Site visitors blocked — NSG of digital machine blocking all outbound visitors

That is nonetheless counterintuitive, since first a personal endpoint is created within the VNET after which visitors is blocked by NSG in the identical VNET.

Enterprise at all times requires community guidelines in place to restrict community entry to their storage account. On this weblog publish, each service endpoints and personal endpoint are thought of to restrict entry.

Each is true for service endpoints and personal endpoints:

For service endpoints, the next maintain:

  • Requires to allow service endpoints on VNET/subnet and whitelisting of VNET/subnet in Azure storage account firewall.
  • Requires that visitors leaves the VNET of the digital machine that’s connecting to the storage account. See above, the visitors stays on the Azure spine.

For personal endpoints, the next maintain:

  • Public entry may be disabled within the Azure Storage firewall. See above, public DNS entry of storage account will stay.
  • Site visitors doesn’t depart the VNET wherein the digital machine additionally runs.

There are loads of different issues to think about whether or not to make use of service endpoints or personal endpoints (prices, migration effort since service endpoints have been on the market longer than personal endpoints, networking complexity when utilizing personal endpoints, restricted service endpoint assist of newer Azure companies, onerous restrict of quantity personal endpoints in storage account of 200).

Nevertheless, in case it’s required (“should have”) that 1) visitors shall by no means depart VNET/subnet of digital machine or 2) it isn’t allowed to create firewall guidelines in Azure storage firewall and have to be locked down, then service endpoint shouldn’t be possible.

In different situations, it’s attainable to think about each options, and the very best match ought to be decided based mostly on the particular necessities of every situation.

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#Demystifying #Azure #Storage #Account #Community #Entry #René #Bremer #Oct


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