Container Apps Environment Networking (Consumption)
AI workloads are no longer just about models, they’re about how those models connect. On Azure, many teams are running inference APIs, background processors, and event-driven AI components on Azure Container Apps Environments (CAE). CAE fits AI workloads well: it scales fast, scales to zero, and removes Kubernetes overhead. But once AI services need to securely reach private data sources, on-prem systems, vector databases, or external AI services, networking becomes the real design challenge. I’ve written a short, practical deep dive on how Consumption-based vs Workload-profile Container Environments behave from a networking perspective, what works, what doesn’t, and why it matters for modern AI platforms. 👉 Read the full article here: https://vakhsha.com/blog.html?post=blog-06Deploy Dynamic Routing (BGP) between Azure VPN and Third-Party Firewall (Palo Alto)
Overview This blog explains how to deploy dynamic routing (BGP) between Azure VPN and a third-party firewall. You can refer to this topology and deployment guide in scenarios where you need VPN connectivity between an on-premises third-party VPN device and Azure VPN, or any cloud environment. What is BGP? Border Gateway Protocol (BGP) is a standardized exterior gateway protocol used to exchange routing information across the internet and between different autonomous systems (AS). It is the protocol that makes the internet work by enabling data routing between different networks. Here are some key points about BGP: Routing Between Autonomous Systems: BGP is used for routing between large networks that are under different administrative control, known as autonomous systems (AS). Each AS is assigned a unique number. Path Vector Protocol: BGP is a path vector protocol, meaning it maintains the path information that gets updated dynamically as routes are added or removed. This helps in making routing decisions based on path attributes. Scalability: BGP is designed to handle a large number of routes, making it highly scalable for use on the internet. Policy-Based Routing: BGP allows network administrators to set policies that can influence routing decisions. For example, administrators can prefer certain routes over others based on specific criteria such as path length or AS path. Peering: BGP peers are routers that establish a connection to exchange routing information. Peering can be either internal (within the same AS) or external (between different AS). Route Advertisement: BGP advertises routes along with various attributes such as AS path, next hop, and network prefix. This helps in making informed decisions on the best route to take. Convergence: BGP can take some time to converge, meaning to stabilize its routing tables after a network change. However, it is designed to be very stable once converged. Use in Azure: In Azure, BGP is used to facilitate dynamic routing in scenarios like connecting Azure VNets to on-premises networks via VPN gateways. This dynamic routing allows for more resilient and flexible network designs. Switching from static routing to BGP for your Azure VPN gateway will enable dynamic routing, allowing the Azure network and your on-premises network to exchange routing information automatically, leading to potentially better failover and redundancy. Why BGP? BGP is the standard routing protocol commonly used in the Internet to exchange routing and reachability information between two or more networks. When used in the context of Azure Virtual Networks, BGP enables the Azure VPN gateways and your on-premises VPN devices, called BGP peers or neighbors, to exchange "routes" that will inform both gateways on the availability and reachability for those prefixes to go through the gateways or routers involved. BGP can also enable transit routing among multiple networks by propagating routes a BGP gateway learns from one BGP peer to all other BGP peers. Diagram Pre-Requisite Firewall Network: Firewall with three interfaces (Public, Private, Management). Here, the LAB has configured with VM-series Palo Alto firewall. Azure VPN Network: Test VM, Gateway Subnet Test Network Connected to Firewall Network: Azure VM with UDR pointing to Firewall's Internal Interface. The test network should be peered with firewall network. Configuration Part 1: Configure Azure VPN with BGP enabled Create Virtual Network Gateway from marketplace Provide Name, Gateway type (VPN), VPN SKU, VNet (with dedicated Gateway Subnet), Public IP Enable BGP and provide AS number Create Note: Azure will auto provision a local BGP peer with an IP address from Gateway Subnet. After deployment the configuration will look similar to below. Make a note of Public IP and BGP Peer IP generated, we need this while configuring VPN at remote end. Create Local Network Gateway Local Network Gateway represents the firewall VPN network Configuration where you should provide remote configuration parameters. Provide Name, Remote peer Public IP In the Address space specify remote BGP peer IP (/32) (Router ID in case of Palo Alto). Please note that if you are configuring static route instead of dynamic you should advertise entire remote network ranges which you want to communicate through VPN. Here BGP making this process much simpler. In Advanced tab enable BGP and provide remote ASN Number and BGP peer IP create Create Connections with default crypto profile Once the VPN Gateway and Local Network Gateway has provisioned you can build connection which represents IPsec and IKE configurations. Go to VPN GW and under Settings, Add Connection Provide Name, VPN Gateway, Local Network Gateway, Pre-Shared Key Enable BGP If Required, Modify IPsec and IKE Crypto setting, else leave it as default Create Completed the Azure end configuration, now we can move to firewall side. Part 2: Configure Palo Alto Firewall VPN with BGP enabled Create IKE Gateway with default IKE Crypto profile Provide IKE Version, Local VPN Interface, Peer IP, Pre-shared key Create IPSec Tunnel with default IPsec Crypto profile Create Tunnel Interface Create IPsec Tunnel: Provide tunnel Interface, IPsec Crypto profile, IKE Gateway Since we are configuring route-based VPN, tunnel interface is very necessary to route traffic which needed to be encrypted. By this configuration your tunnel should be UP Now finish the remaining BGP Configurations Configure a Loopback interface to represent BGP virtual router, we have provided 10.0.17.5 IP for the interface, which is a free IP from public subnet. Configure virtual router Redistribution Profile Configure Redistribution Profile as below, this configuration ensures what kind of routers needed to be redistributed to BGP peer routers Enable BGP and configure local BGP and peer BGP parameters Provide Router ID, AS number Make sure to enable Install Route Option Configure EBGP Peer Group and Peer with Local BGP Peer IP, Remote (Azure)BGP Peer IP and Remote (Azure) BGP ASN Number. Also Specify Redistribution profile, make sure to enable Allow Redistribute Default Route, if you need to propagate default route to BGP peer router Create Static route for Azure BGP peer, 10.0.1.254/32 Commit changes Test Results Now we can test the connectivity, we have already configured necessary NAT and default route in Firewall. You can see the propagated route in both azure VPN gateway and Palo Alto firewall. FW NAT Name Src Zone Dst Zone Destination Interface Destination Address Service NAT Action nattovm1 any Untrust any untrust_inteface_pub_ip 3389 DNAT to VM1 IP nattovm2 any Untrust any untrust_interface_pub_ip 3000 DNAT to VM2 IP natto internet any Untrust ethernet1/1 default 0.0.0.0/0 SNAT to Eth1/1 Stattic Route configured: Azure VPN GW Connection Status and Propagated routes Azure Test VM1 (10.0.0.4) Effective routes Palo Alto BGP Summary Palo Alto BGP connection status Palo Alto BGP Received Route Palo Alto BGP Propagated Route Final Forwarding table Ping and trace result from Test VM1 to test VM2 Conclusion: BGP simplifies the route advertisement process. There are many more configuration options that we can try in BGP to achieve smooth functioning of routing. BGP also enables automatic redundancy and high availability. Hence, it is always recommended to configure BGP when it comes to production-grade complex networking.
