Merge pull request #3147 from madeline-underwood/reddis

Reddis

Author: pareenaverma

content/learning-paths/servers-and-cloud-computing/redis-cobalt/_index.md

@@ -2,10 +2,6 @@
 title: Deploy Redis on Azure Cobalt 100 Arm64 virtual machines for real-time messaging and event processing
 description: Learn how to install and configure Redis on an Azure Cobalt 100 Arm64 virtual machine, implement real-time messaging with Pub/Sub and Streams, and benchmark throughput and latency on Arm infrastructure.
 
-draft: true
-cascade:
-    draft: true
-    
 minutes_to_complete: 30
 
 who_is_this_for: This is an introductory topic for developers, DevOps engineers, and platform engineers who want to build real-time messaging systems and event-driven applications using Redis on Arm-based cloud environments.
@@ -24,6 +20,7 @@ prerequisites:
 
 author: Pareena Verma
 
+### Tags
 ### Tags
 skilllevels: Introductory
 subjects: Databases

content/learning-paths/servers-and-cloud-computing/redis-cobalt/background.md

@@ -1,11 +1,15 @@
 ---
-title: Overview of Azure Cobalt 100 and Redis
+title: Understand Redis on Azure Cobalt 100
 
 weight: 2
 
 layout: "learningpathall"
 ---
 
+## Why run Redis on Azure Cobalt 100
+
+Redis on Arm-based Azure Cobalt 100 processors delivers high-performance, low-latency data operations for real-time messaging and event processing. Cobalt 100's dedicated physical cores per vCPU provide consistent performance that suits Redis's in-memory architecture and event-driven workloads.
+
 ## Azure Cobalt 100 Arm-based processor
 
 Azure’s Cobalt 100 is Microsoft’s first-generation, in-house Arm-based processor. Built on Arm Neoverse N2, Cobalt 100 is a 64-bit CPU that delivers strong performance and energy efficiency for cloud-native, scale-out Linux workloads such as web and application servers, data analytics, open-source databases, and caching systems. Running at 3.4 GHz, Cobalt 100 allocates a dedicated physical core for each vCPU, which helps ensure consistent and predictable performance.

content/learning-paths/servers-and-cloud-computing/redis-cobalt/deploy-redis-cobalt.md

@@ -1,14 +1,14 @@
 ---
-title: Deploy Redis on Azure Cobalt 100
+title: Install Redis and build messaging pipelines
 weight: 4
 
 ### FIXED, DO NOT MODIFY
 layout: learningpathall
 ---
 
-## Deploy Redis on Azure Cobalt 100 (Arm)
+## Deploy real-time messaging with Redis on Cobalt 100
 
-This section guides you through installing Redis on an Azure Cobalt 100 Arm-based virtual machine and building a real-time messaging and event processing system using Redis Pub/Sub and Streams.
+In this section you install Redis on an Azure Cobalt 100 Arm-based virtual machine and build a real-time messaging and event processing system using Redis Pub/Sub and Streams.
 
 You will implement low-latency messaging and event-driven pipelines optimized for Arm-based infrastructure.
 
@@ -96,7 +96,7 @@ The output is similar to:
 PONG
 ```
 
-This confirms that Redis is running and accepting connections.
+The output confirms that Redis is running and accepting connections.
 
 ## Implement real-time messaging using Pub/Sub
 
@@ -149,7 +149,7 @@ The output is similar to:
 3) "Hello from Cobalt Arm!"
 ```
 
-This demonstrates real-time message delivery.
+The output demonstrates real-time message delivery.
 
 ## Build an event pipeline using Redis Streams
 
@@ -201,7 +201,7 @@ The output is similar to:
             4) "purchase"
 ```
 
-This confirms that events are stored and can be read reliably.
+The output confirms that events are stored and can be read reliably.
 
 ## Key differences between Pub/Sub and Streams
 

content/learning-paths/servers-and-cloud-computing/redis-cobalt/instance.md

@@ -6,6 +6,10 @@ weight: 3
 layout: learningpathall
 ---
 
+## Provision Azure infrastructure for Redis
+
+Create an Arm-based Cobalt 100 virtual machine to host your Redis deployment.
+
 ## Prerequisites and setup
 
 There are several common ways to create an Arm-based Cobalt 100 virtual machine, and you can choose the method that best fits your workflow or requirements:
@@ -16,7 +20,7 @@ There are several common ways to create an Arm-based Cobalt 100 virtual machine,
 
 In this section, you'll launch the Azure Portal to create a virtual machine with the Arm-based Azure Cobalt 100 processor.
 
-This Learning Path focuses on general-purpose virtual machines in the Dpsv6 series. For more information, see the [Microsoft Azure guide for the Dpsv6 size series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dpsv6-series).
+The Learning Path focuses on general-purpose virtual machines in the Dpsv6 series. For more information, see the [Microsoft Azure guide for the Dpsv6 size series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dpsv6-series).
 
 While the steps to create this instance are included here for convenience, you can also refer to the [Deploy a Cobalt 100 virtual machine on Azure Learning Path](/learning-paths/servers-and-cloud-computing/cobalt/).
 

content/learning-paths/servers-and-cloud-computing/redis-cobalt/redis-benchmark-and-validation.md

@@ -1,14 +1,14 @@
 ---
-title: Benchmark and validate Redis on Azure Cobalt 100
+title: Benchmark Redis performance on Cobalt 100
 weight: 5
 
 ### FIXED, DO NOT MODIFY
 layout: learningpathall
 ---
 
-## Benchmark and validate Redis performance
+## Validate Redis for production workloads
 
-This section demonstrates how to implement production-grade event processing using Redis Streams consumer groups, simulate real workloads using Python, and benchmark Redis performance on an Azure Cobalt 100 Arm-based virtual machine.
+In this section you implement production-grade event processing using Redis Streams consumer groups, simulate real workloads using Python, and benchmark Redis performance on an Azure Cobalt 100 Arm-based virtual machine.
 
 You will validate Redis for high-throughput, low-latency workloads on Arm infrastructure.