diff --git a/content/install-guides/java.md b/content/install-guides/java.md
index 343a870d38..d989227bbb 100644
--- a/content/install-guides/java.md
+++ b/content/install-guides/java.md
@@ -32,7 +32,13 @@ Below are some of the common methods to install Java. This includes both the Jav
 
 Pick the one that works best for you.
 
-## Install Java using the Linux package manager
+{{% notice Note %}}
+The Java Technology Compatibility Kit (TCK) is a test suite that verifies whether a Java implementation conforms to the Java SE Platform Specification. It's a crucial tool for ensuring that Java applications can run consistently across different platforms and implementations.
+
+Check the [OCTLA Signatories List](https://openjdk.org/groups/conformance/JckAccess/jck-access.html) to see who has been granted access to the TCK.
+{{% /notice %}}
+
+## Can I install Java using the Linux package manager?
 
 For distributions using `apt` - including Debian and Ubuntu:
 
@@ -55,7 +61,15 @@ sudo pacman -S jdk-openjdk
 sudo pacman -S jre-openjdk  
 ```
 
-## Install Java using Amazon Corretto
+## Can I install Java using Snap?
+
+For Linux distributions with `snap` you can install Java using:
+
+```console
+sudo snap install openjdk
+```
+
+## How do I install Amazon Corretto?
 
 Amazon Corretto is a no-cost distribution of the Open Java Development Kit (OpenJDK). It is maintained and supported by Amazon Web Services (AWS).
 
@@ -69,15 +83,64 @@ sudo apt-get update; sudo apt-get install -y java-21-amazon-corretto-jdk
 
 More installation options for Corretto are available in the [Amazon Corretto 21 Guide for Linux](https://docs.aws.amazon.com/corretto/latest/corretto-21-ug/linux-info.html)
 
-## Install Java using Snap
+## How do I install the Microsoft Build of OpenJDK?
 
-For Linux distributions with `snap` you can install Java using:
+The Microsoft Build of OpenJDK is a no-cost, open source distribution of OpenJDK. It includes Long-Term Support (LTS) binaries for Java 11 and Java 17 and runs on Arm Linux.
+
+{{% notice Note %}}
+The Arm architecture is not available in the repositories for the `apt` package manager. 
+{{% /notice %}}
+
+You can download a tar.gz file from [Download the Microsoft Build of OpenJDK](https://learn.microsoft.com/en-gb/java/openjdk/download)
+
+For example:
 
 ```console
-sudo snap install openjdk
+wget https://aka.ms/download-jdk/microsoft-jdk-21.0.4-linux-aarch64.tar.gz
+```
+
+Extract the contents of the file:
+
+```console
+tar xvf microsoft-jdk-21.0.4-linux-aarch64.tar.gz
 ```
 
-## Is there a way to install Java from the official website?
+Move the contents to a directory of your choice: 
+
+```console
+sudo mv  jdk-21.0.4+7/ /usr/local
+```
+
+Set up environment variables to locate your installation:
+
+```console
+export JAVA_HOME=/usr/local/jdk-21.0.4+7
+export PATH=$JAVA_HOME/bin:$PATH
+```
+
+Add the environment variables to your `~/.bashrc` file to set them permanently.
+
+For more information about the available versions and supported platforms refer to [About the Microsoft Build of OpenJDK](https://learn.microsoft.com/en-gb/java/openjdk/overview).
+
+## How do I install Eclipse Temurin from the Adoptium Working Group?
+
+The Adoptium Working Group promotes and supports high-quality, TCK certified runtimes and associated technology for use across the Java ecosystem. 
+
+Eclipse Temurin is the name of the OpenJDK distribution from Adoptium.
+
+To install Temurin on Ubuntu run:
+
+```console
+sudo apt install -y wget apt-transport-https gpg
+wget -qO - https://packages.adoptium.net/artifactory/api/gpg/key/public | gpg --dearmor | sudo tee /etc/apt/trusted.gpg.d/adoptium.gpg > /dev/null
+echo "deb https://packages.adoptium.net/artifactory/deb $(awk -F= '/^VERSION_CODENAME/{print$2}' /etc/os-release) main" | sudo tee /etc/apt/sources.list.d/adoptium.list
+sudo apt update 
+sudo apt install temurin-17-jdk -y
+```
+
+For more information about the available versions and supported platforms refer to [Temurin documentation](https://adoptium.net/docs/).
+
+## How do I install Java from Oracle?
 
 You can download Java from the [Oracle website](https://www.oracle.com/java/technologies/javase-downloads.html) and install it manually. Look for the files with ARM64 in the description.
 
@@ -159,7 +222,7 @@ javac 21.0.4
 
 ## Which version of Java should I use for Arm Linux systems?
 
-It’s important to ensure that your version of Java is at least 11.0.9. There are large performance improvements starting from version 11.0.9. Since then, Java performance has steadily increased over time and newer versions will provide better performance.
+For performance and security, it’s important to ensure that your version of Java is at least 11.0.12. Earlier versions lack significant performance improvements. Java performance has steadily increased over time and newer versions will provide better performance.
 
 ## Which flags are available for tuning the JVM?
 
diff --git a/content/learning-paths/servers-and-cloud-computing/migration/java.md b/content/learning-paths/servers-and-cloud-computing/migration/java.md
index 68b3362cfb..56df9ac46d 100644
--- a/content/learning-paths/servers-and-cloud-computing/migration/java.md
+++ b/content/learning-paths/servers-and-cloud-computing/migration/java.md
@@ -119,7 +119,9 @@ The default can be changed on the command line with either `-XX:ThreadStackSize=
 
 Usually, there's no need to change the default stack size, because the thread stack will be committed as it grows. 
 
-There is one situation to be aware of. If Transparent Huge Pages (THP) are set to always, the page size matches the default stack size. In this case the full stack size is commit to memory. If you have a very high number of threads the memory usage will be large. 
+## Transparent Huge Pages
+
+If Transparent Huge Pages (THP) are set to always, the page size matches the default stack size. In this case, the full stack size is committed to memory. If you have a very high number of threads the memory usage will be large. 
 
 To mitigate this issue, you can either manually change the stack size using the flags or change the THP setting to madvise. 
 
diff --git a/content/migration/_index.md b/content/migration/_index.md
index c15d8bdef3..d84f05785c 100644
--- a/content/migration/_index.md
+++ b/content/migration/_index.md
@@ -118,7 +118,8 @@ Which tools are available for building and running containers on Arm servers?
 | Docker | [Learn how to use Docker](https://learn.arm.com/learning-paths/cross-platform/docker/) | [How to build cloud-native applications for multi-architecture infrastructure](https://stackoverflow.blog/2024/02/05/how-to-build-cloud-native-applications-for-multi-architecture-infrastructure/)
 | AWS CodeBuild  | [Build and share Docker images using AWS CodeBuild](https://learn.arm.com/learning-paths/servers-and-cloud-computing/codebuild/) | |
 | Docker Build Cloud | [Build multi-architecture container images with Docker Build Cloud](https://learn.arm.com/learning-paths/cross-platform/docker-build-cloud/) | [Supercharge your Arm builds with Docker Build Cloud: Efficiency meets performance](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/supercharge-arm-builds-with-docker-build-cloud) |
-| GitHub Actions | [Build multi-architecture container images with GitHub Arm-hosted runners](https://learn.arm.com/learning-paths/cross-platform/github-arm-runners/) |  |
+| GitHub Actions (GitHub runners) | [Build multi-architecture container images with GitHub Arm-hosted runners](https://learn.arm.com/learning-paths/cross-platform/github-arm-runners/) | [Arm64 on GitHub Actions: Powering faster, more efficient build systems](https://github.blog/news-insights/product-news/arm64-on-github-actions-powering-faster-more-efficient-build-systems/) |
+| GitHub Actions (AWS Graviton runners) | [Managed, self-hosted Arm runners for GitHub Actions](https://learn.arm.com/learning-paths/servers-and-cloud-computing/github-actions-runner/) |  |
 
   {{< /tab >}}
 
@@ -132,10 +133,10 @@ Which programming languages work on Arm servers? - Nearly all of them.
 | Rust | [Rust Install Guide](https://learn.arm.com/install-guides/rust/) | [Neon Intrinsics in Rust](https://community.arm.com/arm-community-blogs/b/architectures-and-processors-blog/posts/rust-neon-intrinsics) |
 | Java | [Java Install Guide](https://learn.arm.com/install-guides/java/) | [Improving Java performance on Neoverse N1 systems](https://community.arm.com/arm-community-blogs/b/architectures-and-processors-blog/posts/java-performance-on-neoverse-n1) |
 |      | [Migrating Java applications](https://learn.arm.com/learning-paths/servers-and-cloud-computing/migration/java/) | [Java Vector API on AArch64](https://community.arm.com/arm-community-blogs/b/high-performance-computing-blog/posts/java-vector-api-on-aarch64) |
-|      | | AWS: [Java on Graviton](https://github.com/aws/aws-graviton-getting-started/blob/main/java.md) |
-|      | | Azure: [Optimizing Java Workloads on Azure General Purpose D-series v5 VMs with Microsoft’s Build of OpenJDK](https://techcommunity.microsoft.com/t5/azure-compute-blog/optimizing-java-workloads-on-azure-general-purpose-d-series-v5/ba-p/3827610) |
-|      | | Ampere: [Improving Java performance on OCI Ampere A1 compute instances](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/performance-of-specjbb2015-on-oci-ampere-a1-compute-instances) |
-| Go | [Go Install Guide](https://learn.arm.com/install-guides/go/) | AWS: [Making your Go workloads up to 20% faster with Go 1.18 and AWS Graviton](https://aws.amazon.com/blogs/compute/making-your-go-workloads-up-to-20-faster-with-go-1-18-and-aws-graviton/)|
+|      | | [Java on Graviton](https://github.com/aws/aws-graviton-getting-started/blob/main/java.md) |
+|      | | [Optimizing Java Workloads on Azure General Purpose D-series v5 VMs with Microsoft’s Build of OpenJDK](https://techcommunity.microsoft.com/t5/azure-compute-blog/optimizing-java-workloads-on-azure-general-purpose-d-series-v5/ba-p/3827610) |
+|      | | [Improving Java performance on OCI Ampere A1 compute instances](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/performance-of-specjbb2015-on-oci-ampere-a1-compute-instances) |
+| Go | [Go Install Guide](https://learn.arm.com/install-guides/go/) | [Making your Go workloads up to 20% faster with Go 1.18 and AWS Graviton](https://aws.amazon.com/blogs/compute/making-your-go-workloads-up-to-20-faster-with-go-1-18-and-aws-graviton/)|
 | .NET | [.NET Install Guide](https://learn.arm.com/install-guides/dotnet/) | [Arm64 Performance Improvements in .NET 7](https://devblogs.microsoft.com/dotnet/arm64-performance-improvements-in-dotnet-7/) |
 | Python | | [Python on Arm](https://community.arm.com/arm-community-blogs/b/tools-software-ides-blog/posts/python-on-arm)|
 | PHP | | [Improving performance of PHP for Arm64 and impact on AWS Graviton2 based EC2 instances](https://aws.amazon.com/blogs/compute/improving-performance-of-php-for-arm64-and-impact-on-amazon-ec2-m6g-instances/) |
@@ -147,20 +148,20 @@ Which key libraries are optimized for Arm servers?
 
 | Library/Framework | Learn More | Blogs |
 |-------------------|------------|-------|
-| x264/x265 | [Run x265 (H.265 codec) on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/codec/) | AWS: [Improve video encoding price/performance by up to 36% with Arm Neoverse based Amazon EC2 C6g instances](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/thirty-six-percent-better-video-encoding-with-aws-graviton2_2d00_based-c6g) |  
-|  |  | AWS: [Reduce H.265 High-Res Encoding Costs by over 80% with AWS Graviton2](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/reduce-h-265-high-res-encoding-costs-by-over-80-with-aws-graviton2-1207706725) |
-|  |  | Ampere: [Ampere Altra Max Delivers Sustainable High-Resolution H.265 Encoding](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/ampere-altra-max-delivers-sustainable-high-resolution-h-265-video-encoding-without-compromise) |
-|  |  | Ampere: [OCI Ampere A1 Compute instances can significantly reduce video encoding costs versus modern CPUs](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/oracle-cloud-infrastructure-arm-based-a1) |
+| x264/x265 | [Run x265 (H.265 codec) on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/codec/) |  [Improve video encoding price/performance by up to 36% with Arm Neoverse based Amazon EC2 C6g instances](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/thirty-six-percent-better-video-encoding-with-aws-graviton2_2d00_based-c6g) |  
+|  |  | [Reduce H.265 High-Res Encoding Costs by over 80% with AWS Graviton2](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/reduce-h-265-high-res-encoding-costs-by-over-80-with-aws-graviton2-1207706725) |
+|  |  | [Ampere Altra Max Delivers Sustainable High-Resolution H.265 Encoding](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/ampere-altra-max-delivers-sustainable-high-resolution-h-265-video-encoding-without-compromise) |
+|  |  | [OCI Ampere A1 Compute instances can significantly reduce video encoding costs versus modern CPUs](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/oracle-cloud-infrastructure-arm-based-a1) |
 | ArmPL | [Arm Performance Libraries install guide](https://learn.arm.com/install-guides/armpl/) | [Arm Compiler for Linux and Arm Performance Libraries 24.04](https://community.arm.com/arm-community-blogs/b/high-performance-computing-blog/posts/arm-compiler-for-linux-and-arm-performance-libraries-24-04) |
 | ArmRAL | [Get started with the Arm 5G RAN Acceleration Library (ArmRAL)](https://learn.arm.com/learning-paths/servers-and-cloud-computing/ran/) | [The next chapter for Arm RAN Acceleration Library: Open-sourcing the code base & accelerating adoption](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/arm-ral-is-now-open-source) |
 | OpenSSL | | |
-| VP9 | | AWS: [Arm-based cloud instances outperform x86 instances by up to 64% on VP9 encoding](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/arm-outperforms-x86-by-up-to-64-percent-on-vp9) |
+| VP9 | [Run the AV1 and VP9 codecs on Arm Linux](https://learn.arm.com/learning-paths/servers-and-cloud-computing/codec1/) | [Arm-based cloud instances outperform x86 instances by up to 64% on VP9 encoding](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/arm-outperforms-x86-by-up-to-64-percent-on-vp9) |
 | ISA-L | | |
 | IPSEC-MB | | |
-| AV1 | | |
-| SLEEF | | |
-| AES | | AWS: [AWS Graviton3 delivers leading AES-GCM encryption performance](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/aes-gcm-optimizations-for-armv8-4-on-neoverse-v1-graviton3)  |
-| Snappy | [Measure performance of compression libraries on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/snappy/) | AWS: [Comparing data compression algorithm performance on AWS Graviton2](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/comparing-data-compression-algorithm-performance-on-aws-graviton2-342166113) |
+| AV1 | [Run the AV1 and VP9 codecs on Arm Linux](https://learn.arm.com/learning-paths/servers-and-cloud-computing/codec1/) | |
+| SLEEF | | [A New Pulse for SLEEF](https://sleef.org/2024/10/02/new-pulse.html) |
+| AES | | [AWS Graviton3 delivers leading AES-GCM encryption performance](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/aes-gcm-optimizations-for-armv8-4-on-neoverse-v1-graviton3)  |
+| Snappy | [Measure performance of compression libraries on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/snappy/) | [Comparing data compression algorithm performance on AWS Graviton2](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/comparing-data-compression-algorithm-performance-on-aws-graviton2-342166113) |
 | Cloudflare zlib | [Learn how to build and use Cloudflare zlib on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/zlib/) | |
 
   {{< /tab >}}
@@ -171,16 +172,16 @@ Which databases are available on Arm servers?
 
 | Database | Learning Paths | Other Content (Blogs/Videos) |
 |-----------|----------------|----------------------------------------|
-| MySQL | AWS: [Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS)](https://learn.arm.com/learning-paths/servers-and-cloud-computing/eks/) | |
+| MySQL | [Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS)](https://learn.arm.com/learning-paths/servers-and-cloud-computing/eks/) | |
 | MySQL | [Learn how to deploy MySQL](https://learn.arm.com/learning-paths/servers-and-cloud-computing/mysql/) | |
 | MySQL | [Benchmarking MySQL with Sysbench](https://learn.arm.com/learning-paths/servers-and-cloud-computing/mysql_benchmark/) | | 
 | MySQL | [Learn how to Tune MySQL](https://learn.arm.com/learning-paths/servers-and-cloud-computing/mysql_tune/)  | |
 | PostgreSQL | [Learn how to deploy PostgreSQL](https://learn.arm.com/learning-paths/servers-and-cloud-computing/postgresql/) | |
 | Flink | [Benchmark the performance of Flink on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/flink/) |
-| Clickhouse | [Measure performance of ClickHouse on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/clickhouse/) | AWS: [Improve ClickHouse Performance up to 26% by using AWS Graviton3](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/improve-clickhouse-performance-up-to-26-by-using-aws-graviton3) |
+| Clickhouse | [Measure performance of ClickHouse on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/clickhouse/) | [Improve ClickHouse Performance up to 26% by using AWS Graviton3](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/improve-clickhouse-performance-up-to-26-by-using-aws-graviton3) |
 | MongoDB | [Test the performance of MongoDB on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/mongodb/) | [MongoDB performance on Arm Neoverse based AWS Graviton2 processors](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/mongodb-performance-on-aws-with-the-arm-graviton2) |
-| Redis | [Deploy Redis on Arm](https://learn.arm.com/learning-paths/servers-and-cloud-computing/redis/) | Alibaba: [Improve Redis performance up to 36% by deploying on Alibaba Cloud Yitian 710 instances](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/improve-redis-performance-by-deploying-on-alibaba-cloud-yitian-710-instances) |
-| Spark | AWS: [Learn how to deploy Spark on AWS Graviton2](https://learn.arm.com/learning-paths/servers-and-cloud-computing/spark/) | AWS: [Spark on AWS Graviton2 best practices: K-Means clustering case study](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/optimize-spark-on-aws-graviton2-best-practices-k-means-clustering) |
+| Redis | [Deploy Redis on Arm](https://learn.arm.com/learning-paths/servers-and-cloud-computing/redis/) | [Improve Redis performance up to 36% by deploying on Alibaba Cloud Yitian 710 instances](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/improve-redis-performance-by-deploying-on-alibaba-cloud-yitian-710-instances) |
+| Spark | [Learn how to deploy Spark on AWS Graviton2](https://learn.arm.com/learning-paths/servers-and-cloud-computing/spark/) | [Spark on AWS Graviton2 best practices: K-Means clustering case study](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/optimize-spark-on-aws-graviton2-best-practices-k-means-clustering) |
 | MariaDB | [Deploy MariaDB on Arm servers](https://learn.arm.com/learning-paths/servers-and-cloud-computing/mariadb/) |
 | Elasticsearch/Opensearch |  |
 | Spark+Gluten+Velox |  |
@@ -192,7 +193,7 @@ Which databases are available on Arm servers?
 Which software helps me build web applications on Arm servers?
 | Software | Learning Paths | Other Content (Blogs/Videos) |
 |-----------|----------------|----------------------------------------|
-| Nginx | [Learn how to deploy Nginx](https://learn.arm.com/learning-paths/servers-and-cloud-computing/nginx/) | AWS: [Nginx Performance on AWS Graviton3](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/nginx-performance-on-graviton-3) |
+| Nginx | [Learn how to deploy Nginx](https://learn.arm.com/learning-paths/servers-and-cloud-computing/nginx/) | [Nginx Performance on AWS Graviton3](https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/nginx-performance-on-graviton-3) |
 | | [Learn how to tune Nginx](https://learn.arm.com/learning-paths/servers-and-cloud-computing/nginx_tune/) |  |
 | Django | [Learn how to deploy a Django application](https://learn.arm.com/learning-paths/servers-and-cloud-computing/django/) |  |