PERFORMANCE AND ARCHITECTURE
Automate x86-to-Arm application migration using Arm MCP Server
MCP - Docker - CPP - GitHub Copilot - Linux
29 Jun 2026 20 min
PERFORMANCE AND ARCHITECTURE
Migrate x86-64 SIMD to Arm64
GCC - Clang - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Optimize application performance using Arm Performix CPU microarchitecture analysis
Arm Performix - C - Runbook - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Secure Realms during boot using Arm Confidential Compute Architecture BootSync
FVP - RME - CCA - Docker - EDK2
21 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Identify and optimize code hotspots using Arm Performix through the Arm MCP Server
Arm Performix - MCP - C++ - GitHub Copilot - Linux
21 Jul 2026 30 min
DATABASES
Tune MySQL performance on Arm-based platforms
SQL - MySQL - InnoDB - Runbook - Linux
20 Jul 2026 30 min
DATABASES
Tune PostgreSQL performance on Arm-based platforms
SQL - PostgreSQL - HammerDB - Runbook - Linux
16 Jul 2026 2 hrs 30 min
PERFORMANCE AND ARCHITECTURE
Profile GPT-2 inference with the Arm Performix Instruction Mix recipe
Arm Performix - C - LLM - Neon - SVE
15 Jul 2026 45 min
CONTAINERS AND VIRTUALIZATION
Deploy containerized workloads to Arm-based Linux targets with Topo
Topo - Docker - SSH - Visual Studio Code - Linux
15 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Create and deploy a custom Topo Project
Topo - Docker - SSH - Linux - macOS
15 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy a mixed-placement AI shopping assistant on Google Kubernetes Engine with Axion-based compute
Kubernetes - GKE - Docker - Kustomize - Python
13 Jul 2026 2 hrs
WEB
Run a Minecraft server on an Arm-based Oracle Cloud Infrastructure instance
Java - Minecraft - Linux
10 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Migrate and optimize a .NET nopCommerce application on Microsoft Azure
.NET - C# - Docker - Azure CLI - PostgreSQL
08 Jul 2026 1 hr 15 min
PERFORMANCE AND ARCHITECTURE
Boost C++ performance by optimizing loops with boundary information
CPP - Runbook - Linux
06 Jul 2026 15 min
CONTAINERS AND VIRTUALIZATION
Build multi-architecture container images with Docker Build Cloud
Docker - Linux
06 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Deploy an AWS IoT Greengrass custom component to Arm devices and verify PAC/BTI support
AWS IoT Greengrass - Python - Java - MQTT - YAML
06 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about function multiversioning
C - CPP - Runbook - Linux - Android
06 Jul 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Learn how to use Docker
Docker - Linux
06 Jul 2026 30 min
ML
Run ERNIE-4.5 Mixture of Experts model on Armv9 with llama.cpp
Python - CPP - Bash - llama.cpp - Linux
06 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Understand floating-point behavior across x86 and Arm architectures
CPP - Linux
06 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Use the Eigen Linear Algebra Library on Arm
GCC - Clang - Runbook - Linux
06 Jul 2026 45 min
LIBRARIES
Migrate applications to Arm servers using migrate-ease
Neon - SVE - Go - Runbook - Linux
06 Jul 2026 45 min
PERFORMANCE AND ARCHITECTURE
Explore secure device attach in Arm CCA Realms
CCA - RME - Docker - Linux - macOS
03 Jul 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Run an end-to-end Attestation Flow with Arm CCA
GCC - FVP - RME - CCA - Docker
03 Jul 2026 2 hrs
PERFORMANCE AND ARCHITECTURE
Run an end-to-end attestation flow with Arm CCA and Trustee
FVP - RME - CCA - Docker - Veraison
03 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Run Confidential Containers with encrypted images using Arm CCA and Trustee
FVP - RME - CCA - Docker - Veraison
03 Jul 2026 1 hr
CI-CD
Automate MCP server testing using Pytest and Testcontainers
Python - Pytest - Docker - GitHub Actions - Testcontainers
02 Jul 2026 1 hr
CI-CD
Build a CI/CD pipeline using GitLab-hosted Arm runners
GitLab - Docker - C - Linux
02 Jul 2026 30 min
CONTAINERS AND VIRTUALIZATION
Build a CI/CD pipeline with GitLab on Google Axion
Kubernetes - Docker - GitLab - Linux
02 Jul 2026 30 min
CI-CD
Build multi-architecture container images with GitHub Arm-hosted runners
GitHub - Docker - Runbook - Linux
02 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Get started with Realm Management Extension (RME)
Trusted Firmware - Arm Development Studio - RME - CCA - Runbook
02 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Write Neon intrinsics using GitHub Copilot to improve Adler32 performance
GCC - Runbook - Linux
02 Jul 2026 45 min
CI-CD
Run CircleCI Arm Native Workflows on a SUSE Arm GCP VM
CircleCI - Node.js - npm - Docker - Linux
01 Jul 2026 45 min
PERFORMANCE AND ARCHITECTURE
Optimize an application with BOLT
BOLT - perf - Runbook - Linux
01 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Accelerate Bitmap Scanning with Neon and SVE Instructions on Arm servers
SVE - Neon - Runbook - Linux
01 Jul 2026 20 min
ML
Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers
Python - PyTorch - Hugging Face - Linux
01 Jul 2026 20 min
PERFORMANCE AND ARCHITECTURE
Build a CCA Attestation Service on AWS with Veraison
CCA - RME - Runbook - Linux
01 Jul 2026 1 hr 30 min
DATABASES
Build a real-time analytics pipeline with ClickHouse on Google Cloud Axion
ClickHouse - Apache Beam - Google Dataflow - Google Cloud Pub/Sub - Python 3.11
01 Jul 2026 50 min
CI-CD
Create multi-architecture Docker images with Buildkite on Google Axion
Buildkite - Docker - Docker Buildx - Linux
01 Jul 2026 40 min
CONTAINERS AND VIRTUALIZATION
Deploy a Cobalt 100 Virtual Machine on Azure
Azure Portal - Azure CLI - Linux
01 Jul 2026 10 min
DATABASES
Deploy Cassandra on a Google Axion C4A virtual machine
Apache Cassandra - Java - cqlsh - cassandra-stress - Linux
01 Jul 2026 30 min
CI-CD
Deploy CircleCI Arm Native Workflows on AWS EC2 Graviton
CircleCI - Bash - Git - Linux
01 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Get started with CCA Attestation and Veraison
CCA - RME - Runbook - Linux
01 Jul 2026 30 min
DATABASES
Measure performance of ClickHouse on Arm servers
ClickHouse - ClickBench - Linux
01 Jul 2026 45 min
PERFORMANCE AND ARCHITECTURE
Optimize AArch64 binaries with LLVM BOLT
BOLT - perf - Linux
01 Jul 2026 20 min
CONTAINERS AND VIRTUALIZATION
Use Clair to scan container images and generate vulnerability reports
Docker - Go - Clair - Linux
01 Jul 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Optimize Arm applications and shared libraries with BOLT
BOLT - perf - Runbook - Linux
01 Jul 2026 30 min
PERFORMANCE AND ARCHITECTURE
Run an application in a Realm using the Arm Confidential Compute Architecture (CCA)
GCC - FVP - RME - CCA - Docker
01 Jul 2026 2 hrs
CI-CD
Deploy Gerrit on a Google Cloud C4A instance
Gerrit - Linux
30 Jun 2026 30 min
WEB
Tune NGINX performance on Arm-based platforms
NGINX - Runbook - Linux
30 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Deploy High-Performance Analytics with Apache Arrow and Arrow Flight on Google Cloud C4A Axion processors
Apache Arrow - Arrow Flight - Python - MinIO - Linux
29 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Create an Arm-based Kubernetes cluster on Microsoft Azure Kubernetes Service
Terraform - Kubernetes - WordPress - MySQL - Linux
29 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Create an Azure Linux 3.0 virtual machine with Cobalt 100 processors
QEMU - Azure CLI - Linux
29 Jun 2026 2 hrs
CONTAINERS AND VIRTUALIZATION
Deploy a .NET application on Microsoft Azure Cobalt 100 VMs
.NET - Kubernetes - Docker - Linux
29 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Alluxio on Azure Cobalt 100 Arm64 virtual machines for data orchestration and caching
Alluxio - Apache Spark - Java - Linux
29 Jun 2026 1 hr 30 min
CONTAINERS AND VIRTUALIZATION
Deploy applications on Arm-based GKE using GitOps with Argo CD
Argo CD - Kubernetes - kubectl - GKE - Git
29 Jun 2026 40 min
CONTAINERS AND VIRTUALIZATION
Deploy Arm Instances on AWS using Terraform
Terraform - Bastion - Linux
29 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm virtual machines on Microsoft Azure with Terraform
Terraform - Bastion - Linux
29 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm-based Cobalt 100 VMs using Azure Resource Manager templates
Azure CLI - JSON - Linux
29 Jun 2026 45 min
CONTAINERS AND VIRTUALIZATION
Deploy containers on Arm-based compute using Amazon ECS and the AWS CDK
AWS CDK CLI - Amazon Elastic Container Service (Amazon ECS) - AWS CLI - Node.js - JavaScript
29 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Explore performance gains by increasing the Linux kernel page size on Arm
bash - Linux
29 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
How to use AWS Graviton processors on AWS Fargate with Copilot
Docker - Linux
29 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
How to use the Arm Performance Monitoring Unit and System Counter
PAPI - perf - Assembly - GCC - Runbook
29 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Learn about the C++ memory model for porting applications to Arm
CPP - TSan - Runbook - Linux
29 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Migrate applications between Arm platforms using Kiro Arm SoC Migration Power
Kiro - AWS EC2 - GCC - C - CMake
29 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Optimize an Adler-32 checksum function with SVE intrinsics using the Arm MCP server
C - GCC - SVE - MCP - Linux
29 Jun 2026 45 min
CONTAINERS AND VIRTUALIZATION
Deploy an Amazon EKS cluster with AWS Graviton-based nodes using Rafay
Kubernetes - AWS Elastic Kubernetes Service (EKS) - Rafay - NGINX - rctl
29 Jun 2026 1 hr
ML
Deploy an AI Agent on Arm with llama.cpp and llama-cpp-agent using KleidiAI
Python - AWS Graviton - AI - Linux
26 Jun 2026 45 min
ML
Deploy Arcee AFM-4.5B on Arm-based AWS Graviton4 with Llama.cpp
AWS - Hugging Face - Python - Llama.cpp - Linux
26 Jun 2026 30 min
ML
Deploy Arcee AFM-4.5B on Arm-based Google Cloud Axion with Llama.cpp
Google Cloud - Hugging Face - Python - Llama.cpp - Linux
26 Jun 2026 30 min
ML
Build and run vLLM on Arm servers
vLLM - LLM - Generative AI - Python - Hugging Face
22 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Measure and modify Go garbage collection behavior on AWS Graviton-based compute
Go - Benchstat - Linux
18 Jun 2026 1 hr 15 min
PERFORMANCE AND ARCHITECTURE
Accelerate random number generation with OpenRNG and Performix
CMake - Arm Performix - OpenRNG - Arm Performance Libraries - Linux
17 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Accelerate search performance with SVE2 MATCH on Arm servers
SVE2 - Neon - Runbook - Linux
17 Jun 2026 20 min
ML
Accelerate Whisper on Arm with Hugging Face Transformers
Python - Whisper - Demo - Hugging Face - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Access running containers using Supervisor, SSH, and Remote.It
Docker - Remote.It - Supervisor - Linux
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Add Arm nodes to your GKE cluster using a multi-architecture Ollama container image
LLM - Ollama - Generative AI - Linux - macOS
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Analyze cache behavior with Perf C2C on Arm
perf - Runbook - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Analyze Java performance on Arm servers using flame graphs
OpenJDK 21 - Apache Tomcat - async-profiler - FlameGraph - wrk2
17 Jun 2026 30 min
DATABASES
Analyze the performance of MongoDB on Arm servers
MongoDB - GCC - Runbook - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Automate x86 to Arm Migration with Docker MCP Toolkit, VS Code and GitHub Copilot
Docker - MCP - GitHub Copilot - C++ - VS Code
17 Jun 2026 45 min
CONTAINERS AND VIRTUALIZATION
Autoscale HTTP applications on Kubernetes with KEDA and Kedify
Kubernetes - Helm - KEDA - Kedify - Linux
17 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Benchmark Go performance with Sweet and Benchstat
Go - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Benchmark Linux kernel performance on Arm servers with Fastpath
Fastpath - tuxmake - Linux
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Benchmark QuantLib on Azure Cobalt
Azure - Ubuntu - QuantLib - GCC - CMake
17 Jun 2026 1 hr
DATABASES
Benchmark the performance of Flink on Arm servers
Flink - Java - Nexmark - Runbook - Linux
17 Jun 2026 30 min
DATABASES
Benchmarking MySQL with Sysbench
MySQL - Sysbench - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Build a multi-architecture Kubernetes cluster running nginx on Azure AKS
nginx - Web Server - Azure - Kubernetes - Linux
17 Jun 2026 1 hr
ML
Build a RAG application using Zilliz Cloud on Arm servers
Python - Generative AI - RAG - Hugging Face - Linux
17 Jun 2026 20 min
CI-CD
Build and share Docker images using AWS CodeBuild
Docker - AWS CodeBuild - Linux
17 Jun 2026 30 min
ML
Build computer vision pipelines with OpenCV on a Google Cloud C4A Axion VM
OpenCV - Python - NumPy - Flask - Linux
17 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Build Linux kernels for Arm cloud instances
TuxMake - Linux
17 Jun 2026 1 hr
ML
Build ML Workflow Pipelines with Flyte and gRPC on Google Cloud C4A Axion processors
Flyte - Python - gRPC - Linux
17 Jun 2026 30 min
CI-CD
Build multi-architecture applications with Red Hat OpenShift Pipelines on AWS
Tekton - OpenShift - Linux
17 Jun 2026 30 min
ML
Build RAG applications with LlamaIndex on a Google Cloud C4A virtual machine
LlamaIndex - Python - ChromaDB - Ollama - FastAPI
17 Jun 2026 30 min
DATABASES
Build Semantic Search and Chatbot Retrieval Systems with Qdrant on Google Cloud C4A Axion processors
Qdrant - Python - Sentence Transformers - Docker - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Building and Benchmarking DLRM on Arm Neoverse V2 with MLPerf
Docker - MLPerf - Google Cloud - Linux
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Characterize system performance with Arm Performix
Arm Performix - Arm System Characterization Tool - Runbook - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Characterize the memory subsystem of an Arm Linux system using ASCT
ASCT - Perf - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Control floating-point accuracy modes in Arm Performance Libraries
Arm Performance Libraries - GCC - Libamath - Linux
17 Jun 2026 20 min
CONTAINERS AND VIRTUALIZATION
Create an Arm-based Kubernetes cluster on Google Cloud Platform (GCP)
Terraform - Kubernetes - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Debug Neoverse N2 Reference Design with Arm Development Studio
Arm Development Studio - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy .NET applications to Arm Virtual Machines and Container Registry in Microsoft Azure
.NET SDK - C# - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy a containerized application using Azure Container Instances
ASP.NET Core - Docker - Linux - Windows
17 Jun 2026 30 min
STORAGE
Deploy a Kafka Cluster on Arm
Kafka - ZooKeeper - Linux
17 Jun 2026 1 hr 30 min
ML
Deploy a Large Language Model (LLM) chatbot with llama.cpp using KleidiAI on Arm servers
LLM - Generative AI - Python - Demo - Hugging Face
17 Jun 2026 30 min
DATABASES
Deploy a live sensor dashboard with TimescaleDB and Grafana on Google Cloud C4A
TimescaleDB - PostgreSQL - Python - Grafana - psycopg2
17 Jun 2026 45 min
ML
Deploy a LLM-based Vision Chatbot with PyTorch and Hugging Face Transformers on Google Axion processors
Python - PyTorch - Streamlit - Google Axion - Linux
17 Jun 2026 45 min
ML
Deploy a RAG-based Chatbot with llama-cpp-python using KleidiAI on Google Axion processors
Python - Streamlit - Google Axion - Demo - Hugging Face
17 Jun 2026 45 min
WEB
Deploy a static website to Amazon S3 and integrate with AWS Lambda and DynamoDB using the Serverless Framework
Node.js - Visual Studio Code - Linux - Windows - macOS
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy an application to Azure Kubernetes Service
ASP.NET Core - Docker - Kubernetes - Linux
17 Jun 2026 45 min
WEB
Deploy and integrate AWS Lambda with DynamoDB using the Serverless Framework
Node.js - Visual Studio Code - Linux - Windows - macOS
17 Jun 2026 30 min
CI-CD
Deploy and validate Jenkins on Arm cloud servers
Jenkins - OpenJDK 17 - Docker - Groovy (Jenkins Pipeline) - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Deploy Apache Flink on Google Cloud C4A (Arm-based Axion VMs)
Flink - Java - Maven - Linux
17 Jun 2026 30 min
STORAGE
Deploy Apache Kafka on Arm-based Microsoft Azure Cobalt 100 virtual machines
Kafka - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Deploy Apache Spark on Google Axion processors
Apache Spark - Python - Linux
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm Instances on Oracle Cloud Infrastructure (OCI) using Terraform
Terraform - Linux
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Deploy Arm virtual machines on Google Cloud Platform (GCP) using Terraform
Terraform - Bastion - Linux
17 Jun 2026 20 min
WEB
Deploy AWS services using the Serverless Framework
Node.js - Visual Studio Code - Windows
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy containers on Amazon ECS with AWS Graviton processors
Terraform - AWS Elastic Container Service (ECS) - Linux
17 Jun 2026 1 hr
DATABASES
Deploy Couchbase on Google Cloud C4A
Couchbase - Linux
17 Jun 2026 30 min
ML
Deploy DeepSeek-R1 on Arm Servers with llama.cpp
LLM - Generative AI - Python - Linux
17 Jun 2026 30 min
WEB
Deploy Django on Arm-based Google Cloud C4A
Django - Docker - Kubernetes - Google Artifact Registry - Cloud SQL (PostgreSQL)
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Deploy Elasticsearch on Azure Cobalt 100 Arm virtual machines
Elasticsearch - ESRally - Bash - Linux
17 Jun 2026 2 hrs
WEB
Deploy Envoy Proxy on Google Cloud C4A (Arm-based Axion VMs)
Envoy - Siege - Networking - Service Mesh - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy Gardener on Google Cloud C4A (Arm-based Axion VMs)
Gardener - Kubernetes - Docker - KinD - Helm
17 Jun 2026 50 min
CI-CD
Deploy GitHub Actions Self-Hosted Runner on Google Axion C4A virtual machine
GitHub Actions - GitHub CLI - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Deploy Golang on Azure Cobalt 100 on Arm
Golang - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Deploy Java applications on Azure Cobalt 100 processors
Java - JMH - Linux
17 Jun 2026 30 min
WEB
Deploy Keycloak on Azure Cobalt 100-based Arm64 virtual machines for identity and access management
Keycloak - PostgreSQL - Flask - Python - Java
17 Jun 2026 1 hr 30 min
DATABASES
Deploy MariaDB on Arm servers
Terraform - Ansible - MariaDB - Docker - Runbook
17 Jun 2026 1 hr 30 min
WEB
Deploy Memcached as a cache for MySQL and PostgreSQL on Arm based servers
Memcached - SQL - MySQL - PostgreSQL - Linux
17 Jun 2026 1 hr
DATABASES
Deploy MinIO on Azure Cobalt 100
MinIO - Python - boto3 - Linux
17 Jun 2026 30 min
ML
Deploy ModelScope FunASR Model on Arm Servers
ModelScope - FunASR - LLM - Generative AI - Python
17 Jun 2026 1 hr
DATABASES
Deploy MongoDB on an Arm-based Google Axion C4A VM
MongoDB - YCSB - Linux
17 Jun 2026 15 min
DATABASES
Deploy MySQL and WordPress on an always free tier Arm shape
MySQL - WordPress - Linux
17 Jun 2026 30 min
DATABASES
Deploy MySQL on Microsoft Azure Cobalt 100 processors
MySQL - SQL - Docker - Linux
17 Jun 2026 30 min
WEB
Deploy NGINX on Azure Cobalt 100 Arm-based virtual machines
NGINX - ApacheBench - Linux
17 Jun 2026 30 min
WEB
Deploy Node.js on Google Cloud C4A Arm-based Axion VMs
Node.js - npm - Autocannon - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy OpenStack on Azure Cobalt 100 Arm64 Virtual Machine
OpenStack - Kolla-Ansible - DevStack - Python - OpenStack CLI
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Deploy OpenTelemetry on Google Cloud C4A Axion processors
Flask - Docker - Prometheus - Jaeger - Linux
17 Jun 2026 40 min
ML
Deploy Phi-4-mini model with ONNX Runtime on Azure Cobalt 100
Python - ONNX Runtime - Linux
17 Jun 2026 30 min
WEB
Deploy PHP on Google Cloud C4A Arm-based Axion VMs
PHP - Apache - PHPBench - Linux
17 Jun 2026 30 min
DATABASES
Deploy PostgreSQL on Azure Cobalt 100 Arm64 virtual machines
PostgreSQL - SQL - pgbench - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Deploy Puppet on Google Cloud C4A
Puppet - Ruby - Facter - Hiera - Linux
17 Jun 2026 30 min
DATABASES
Deploy RabbitMQ on Arm64 Cloud Platforms (Azure and GCP)
RabbitMQ - Erlang - Python - pika - Linux
17 Jun 2026 30 min
DATABASES
Deploy Redis as a cache for MySQL and PostgreSQL on Arm servers
Terraform - Ansible - Redis - SQL - MySQL
17 Jun 2026 1 hr 30 min
DATABASES
Deploy Redis for data searching on Google Cloud C4A
Redis - redis-benchmark - Linux
17 Jun 2026 30 min
DATABASES
Deploy Redis on Arm
Redis - Runbook - Linux
17 Jun 2026 30 min
DATABASES
Deploy Redis on Azure Cobalt 100 Arm64 virtual machines for real-time messaging and event processing
Redis - Python - Linux
17 Jun 2026 30 min
WEB
Deploy Ruby on Rails on Arm-based Google Cloud C4A virtual machines
Ruby - Rails - PostgreSQL - Linux
17 Jun 2026 40 min
PERFORMANCE AND ARCHITECTURE
Deploy Rust on Google Cloud C4A (Arm-based Axion VMs)
Rust - Cargo - Criterion - Linux
17 Jun 2026 30 min
ML
Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100
Python - ONNX Runtime - Linux
17 Jun 2026 1 hr
ML
Deploy TensorFlow on Google Cloud C4A (Arm-based Axion VMs)
TensorFlow - Python - Keras - Linux
17 Jun 2026 30 min
WEB
Deploy TypeScript on Google Cloud C4A virtual machines
TypeScript - node.js - npm - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Deploy WordPress with MySQL on Elastic Kubernetes Service (EKS)
AWS Elastic Kubernetes Service (EKS) - Kubernetes - SQL - MySQL - WordPress
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Develop and Validate Firmware Pre-Silicon on Arm Neoverse CSS V3
C - Docker - FVP - Linux
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Enable Arm SPE for Performix memory access analysis
Arm Performix - Sysreport - Linux kernel - perf - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Enable reproducible math functions across vector extensions with Arm Performance Libraries
Arm Performance Libraries - GCC - LLVM - Libamath - Linux
17 Jun 2026 10 min
PERFORMANCE AND ARCHITECTURE
Explore Thread Synchronization in the Arm memory model
Runbook - Herd7 - Litmus7 - Arm ISA - Linux
17 Jun 2026 2 hrs 30 min
PERFORMANCE AND ARCHITECTURE
Find Code Hotspots with Arm Performix
Arm Performix - C++ - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Get ready for performance analysis with Sysreport
Python - Runbook - Linux
17 Jun 2026 10 min
CONTAINERS AND VIRTUALIZATION
Get started with Arm-based cloud instances
Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Get started with parallel application development
Fortran - GCC - Linaro Forge - gdb - mpi
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Get started with Servers and Cloud Computing
Runbook - Linux
17 Jun 2026 10 min
PERFORMANCE AND ARCHITECTURE
Get started with the Arm 5G RAN Acceleration Library (ArmRAL)
ArmRAL - 5G - GCC - Runbook - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Get started with the Neoverse Reference Design software stack
Docker - FVP - Arm Development Studio - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Implement Code level Performance Analysis using the PMUv3 plugin
C - CPP - Python - Runbook - Linux
17 Jun 2026 1 hr
LIBRARIES
Improve data compression performance on Arm servers with zlib-ng
zlib - Linux
17 Jun 2026 30 min
DATABASES
Increase application performance with libhugetlbfs
MySQL - GCC - Runbook - Linux
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Install and validate Helm on Google Cloud C4A Arm-based VMs
Helm - Kubernetes - kubectl - GKE - PostgreSQL
17 Jun 2026 1 hr
LIBRARIES
Install Vectorscan (Hyperscan on Arm) and use it with Snort 3
Vectorscan - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Learn about glibc with Large System Extensions (LSE) for performance improvement
glibc - LSE - MongoDB - Runbook - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn about Large System Extensions (LSE)
GCC - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about Neoverse Cache PMU Events using C and Assembly Language
C - Assembly - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about Neoverse Non-cache PMU events using C and Assembly Language
C - Assembly - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about optimization techniques using the g++ compiler
CPP - Runbook - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn about the impact of stack buffer overflows
Clang - C - Assembly - Runbook - Linux
17 Jun 2026 2 hrs
CONTAINERS AND VIRTUALIZATION
Learn how to build and deploy a multi-architecture application on Amazon EKS
Kubernetes - AWS Elastic Kubernetes Service (EKS) - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA)
GCC - FVP - RME - CCA - Runbook
17 Jun 2026 2 hrs
WEB
Learn how to deploy a Django application
Django - Python - NGINX - PostgreSQL - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Learn how to deploy AWS Lambda functions
Terraform - AWS Lambda - Linux
17 Jun 2026 30 min
WEB
Learn how to deploy Envoy
Envoy - Linux
17 Jun 2026 1 hr
DATABASES
Learn how to deploy MySQL
SQL - MySQL - Linux
17 Jun 2026 30 min
WEB
Learn how to deploy Nginx
NGINX - Linux
17 Jun 2026 1 hr
DATABASES
Learn how to deploy PostgreSQL
SQL - PostgreSQL - Linux
17 Jun 2026 30 min
DATABASES
Learn how to deploy Spark on AWS Graviton2
Terraform - Linux
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Learn how to migrate an x86 application to multi-architecture with Arm-based on Google Axion Processor on GKE
Kubernetes - Runbook - Linux
17 Jun 2026 30 min
WEB
Learn how to tune Envoy
Envoy - Runbook - Linux
17 Jun 2026 1 hr
DATABASES
Learn how to tune Redis
Redis - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn the Arm Neoverse N1 performance analysis methodology
perf - Telemetry - Runbook - Linux
17 Jun 2026 1 hr
ML
Manage the ML lifecycle with MLflow on Google Cloud C4A Axion VM
MLflow - Python - scikit-learn - Linux
17 Jun 2026 30 min
CI-CD
Managed, self-hosted Arm runners for GitHub Actions
AWS Cloud Formation - GitHub - AWS EC2 - Linux
17 Jun 2026 15 min
ML
Measure and accelerate PyTorch Inference on Arm servers
Python - PyTorch - Linux
17 Jun 2026 20 min
ML
Measure Machine Learning Inference Performance on Arm servers
TensorFlow - Runbook - Linux
17 Jun 2026 20 min
LIBRARIES
Measure performance of compression libraries on Arm servers
snappy - Runbook - Linux
17 Jun 2026 10 min
PERFORMANCE AND ARCHITECTURE
Microbenchmark and tune network performance with iPerf3 and Linux traffic control
iPerf3 - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Microbenchmark storage performance with fio on Arm
bash - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Migrate a .NET application to Azure Cobalt 100
.NET - Orchard Core - C - Linux
17 Jun 2026 25 min
PERFORMANCE AND ARCHITECTURE
Migrate applications that leverage performance libraries
Arm Compiler for Linux - CPP - Runbook - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Migrate containers to Arm using KubeArchInspect
Kubernetes - Runbook - Linux
17 Jun 2026 15 min
DATABASES
Migrate MySQL from on-premises x64 to Azure Cobalt 100 Arm VMs
MySQL - Terraform - Azure CLI - sysbench - Bash
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Migrate x86 workloads to Arm on Google Kubernetes Engine with Axion processors
Kubernetes - GKE - Skaffold - Cloud Build - Linux
17 Jun 2026 1 hr 30 min
LIBRARIES
Migrating applications to Arm servers
Neon - SVE - Go - Runbook - Linux
17 Jun 2026 15 min
CONTAINERS AND VIRTUALIZATION
Monitor Azure Cobalt 100 Arm64 virtual machines using Dynatrace OneAgent
Dynatrace - NGINX - ActiveGate - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Optimize application performance with CPU affinity
C++ - Python - taskset - perf - Google Benchmark
17 Jun 2026 30 min
ML
Optimize C++ performance with Profile-Guided Optimization and Google Benchmark
Google Benchmark - Runbook - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Optimize exponential functions with FEXPA
C - CPP - Linux - macOS
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Optimize memory access behavior using Arm Performix and the Arm MCP Server
Arm Performix - MCP - C++ - CMake - Python
17 Jun 2026 45 min
CI-CD
Optimize MLOps with Arm-hosted GitHub Runners
Python - PyTorch - ACL - GitHub - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Optimize network interrupt handling on Arm servers
Linux
17 Jun 2026 20 min
PERFORMANCE AND ARCHITECTURE
Optimize performance using Link-Time Optimization with GCC
GCC - Linux
17 Jun 2026 15 min
LIBRARIES
Optimize the performance of Snort 3 using multithreading
AWS EC2 - Snort3 - Bash - GCC - Linux
17 Jun 2026 45 min
CONTAINERS AND VIRTUALIZATION
Perform Sentiment Analysis on X on Arm-based EKS clusters
Kubernetes - AWS Elastic Kubernetes Service (EKS) - Linux
17 Jun 2026 1 hr
ML
Port Code to Arm Scalable Vector Extension (SVE)
SVE - Neon - armie - GCC - armclang
17 Jun 2026 30 min
ML
Profile llama.cpp performance with Arm Streamline and KleidiAI LLM kernels
Arm Streamline - CPP - llama.cpp - Profiling - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Profiling for Neoverse with Streamline CLI Tools
Streamline CLI - Runbook - Linux
17 Jun 2026 15 min
CONTAINERS AND VIRTUALIZATION
Run a .NET Aspire application on Arm-based VMs on AWS and GCP
.NET - C# - Visual Studio Code - Windows - Linux
17 Jun 2026 1 hr
ML
Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers
LLM - Generative AI - Python - PyTorch - Hugging Face
17 Jun 2026 30 min
ML
Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers
Python - PyTorch - Hugging Face - Linux
17 Jun 2026 20 min
ML
Run an LLM chatbot with rtp-llm on Arm-based servers
LLM - Generative AI - Python - Hugging Face - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Run Apache Spark SQL workloads on Azure Cobalt 100 Arm64 using Gluten and Velox for accelerated analytics
Apache Spark - Hadoop - Hive - Gluten - Velox
17 Jun 2026 2 hrs
ML
Run distributed inference with llama.cpp on Arm-based AWS Graviton4 instances
LLM - Generative AI - AWS - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Run Geekbench on Arm Linux systems
Geekbench - Runbook - Linux
17 Jun 2026 15 min
PERFORMANCE AND ARCHITECTURE
Run Java applications on Google Axion processors
Java - Google Axion - Runbook - Linux
17 Jun 2026 20 min
WEB
Run memcached on Arm servers and measure its performance
Runbook - Memcached - Linux
17 Jun 2026 10 min
DATABASES
Run MongoDB on Arm-based Azure Cobalt 100 instances
MongoDB - mongotop - mongostat - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Run Process watch on your Arm machine
bpftool - libbpf - Capstone - C - CPP
17 Jun 2026 20 min
PERFORMANCE AND ARCHITECTURE
Run Spark applications on Microsoft Azure Cobalt 100 processors
Apache Spark - Python - Docker - Linux
17 Jun 2026 1 hr
ML
Run Text Classification with ThirdAI on Arm servers
Python - ThirdAI - Linux
17 Jun 2026 10 min
LIBRARIES
Run the AV1 and VP9 codecs on Arm Linux
Linux
17 Jun 2026 30 min
LIBRARIES
Run the vvenc H.266 encoder on Arm servers
vvenc - Linux
17 Jun 2026 20 min
ML
Run vLLM inference with INT4 quantization on Arm servers
vLLM - LM Evaluation Harness - LLM - Generative AI - Python
17 Jun 2026 1 hr
ML
Run vLLM inference with quantized models and benchmark on Arm servers
vLLM - Python - PyTorch - Hugging Face - Linux
17 Jun 2026 1 hr
LIBRARIES
Run x265 (H.265 codec) on Arm servers
x265 - Linux
17 Jun 2026 10 min
ML
Scale AI workloads with Ray on Google Cloud C4A Axion VM
Ray - Python - PyTorch - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Scan multi-architecture containers with Trivy on Azure Cobalt 100
Trivy - Docker - GitHub Actions - YAML - Linux
17 Jun 2026 45 min
CONTAINERS AND VIRTUALIZATION
Simulate OpenBMC and UEFI pre-silicon on Neoverse RD-V3
C - Docker - FVP - OpenBMC - Yocto/BitBake
17 Jun 2026 2 hrs
ML
Train and benchmark AI workloads with DeepSpeed on Google Cloud C4A Axion VMs
DeepSpeed - PyTorch - Python - Linux
17 Jun 2026 30 min
ML
Train and deploy XGBoost models on Google Cloud C4A Axion VM
XGBoost - Python - scikit-learn - Flask - Linux
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Tune network workloads on Arm-based bare-metal instances
Apache Tomcat - wrk2 - OpenJDK 21 - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Tune the Performance of the Java Garbage Collector
Java - Runbook - Linux
17 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Understand Arm Pointer Authentication
Runbook - Linux
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Use Infrastructure as Code and Pulumi to provision Azure resources
TypeScript - Docker - Windows
17 Jun 2026 30 min
ML
Use Keras Core with TensorFlow, PyTorch, and JAX backends
Python - Keras - TensorFlow - PyTorch - JAX
17 Jun 2026 30 min
CONTAINERS AND VIRTUALIZATION
Use Longhorn to deploy persistent storage for Kubernetes workloads on Arm-based Azure virtual machines
Longhorn - Kubernetes - K3s - fio - Linux
17 Jun 2026 1 hr
CONTAINERS AND VIRTUALIZATION
Use OpenEBS for Kubernetes-native persistent storage on Azure Cobalt 100-based Arm64 virtual machines
Kubernetes - K3s - OpenEBS - Helm - Linux
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Validate PAC/BTI security features in OpenJDK on Google Cloud C4A
Java - OpenJDK - Bash - Linux
17 Jun 2026 30 min
ML
Accelerate Generative AI workloads using KleidiAI
CPP - Generative AI - Neon - Runbook - Linux
17 Jun 2026 1 hr
CI-CD
Access remote devices with Remote.It
Remote.It - Linux - Windows - macOS
17 Jun 2026 45 min
ML
Build a Multimodal Retail Restocking Assistant on Armv9 With MNN
CMake - CPP - Bash - Linux
17 Jun 2026 1 hr 30 min
PERFORMANCE AND ARCHITECTURE
Compare Arm Neoverse and Intel x86 top-down performance analysis with PMU counters
GCC - Clang - Perf - topdown-tool - Linux
17 Jun 2026 30 min
ML
Create and train a PyTorch model for digit classification using the MNIST dataset
Android Studio - Visual Studio Code - Windows - Linux - macOS
17 Jun 2026 2 hrs 40 min
CONTAINERS AND VIRTUALIZATION
Deploy a Windows on Arm virtual machine on Microsoft Azure
Windows
17 Jun 2026 15 min
CONTAINERS AND VIRTUALIZATION
Deploy Tinkerblox UltraEdge HPC-I for AI and mixed workloads on Arm
Tinkerblox - Linux - other
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Develop a native C++ library on an Arm-based machine
CPP - GCC - Clang - CMake - Google Test
17 Jun 2026 2 hrs
PERFORMANCE AND ARCHITECTURE
Introduction to SIMD.info
GCC - Clang - Rust - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about Autovectorization
GCC - Clang - Runbook - Linux
17 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Learn about integer and floating-point conversions
GCC - Clang - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Learn about LLVM Machine Code Analyzer
Assembly - llvm-mca - Runbook - Linux - Windows
17 Jun 2026 1 hr
PERFORMANCE AND ARCHITECTURE
Learn SVE and SME programming with SIMD Loops
C - CPP - GCC - Clang - SME2
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Memory latency for application software developers
GCC - Clang - Runbook - Linux
17 Jun 2026 40 min
PERFORMANCE AND ARCHITECTURE
Optimize SIMD code with vectorization-friendly data layout
GCC - Clang - Runbook - Linux
17 Jun 2026 45 min
PERFORMANCE AND ARCHITECTURE
Porting architecture specific intrinsics
Neon - SVE - Intrinsics - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Sample Instructions with WindowsPerf and Arm SPE
WindowsPerf - Python - perf - Windows
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Understand the `restrict` keyword in C99
GCC - Clang - SVE2 - Runbook - Linux
17 Jun 2026 30 min
PERFORMANCE AND ARCHITECTURE
Write SIMD code on Arm using Rust
GCC - Clang - Rust - Runbook - Linux
17 Jun 2026 30 min