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Course Outline
Introduction
- What is Kubefirst?
- Overview of Kubefirst features and architecture for government
- Integration with open source tools (Terraform, Vault, Argo, etc.) for government
Setting up Development Environment
- Installing and configuring Kubefirst SDK for government
- Choosing and setting up cloud platforms (Local, AWS, Civo, etc.) for government
- Creating a Kubefirst project in Visual Studio Code for government
- Exploring the project structure and files for government
Kubefirst Programming Model
- Understanding Kubefirst directives and clauses for government
- Using parallel directives for creating parallel regions in government applications
- Using kernels directives for parallelizing kernels in government applications
- Using loop directives for parallelizing loops in government applications
Kubefirst Data Management
- Managing data movement with data directives for government
- Synchronizing data with update directives for government
- Improving data reuse with cache directives for government
- Creating device functions with routine directives for government
Kubefirst API and Libraries
- Understanding Kubefirst API in host programs for government
- Using Kubefirst API for querying device information for government
- Setting device number and type with Kubefirst API for government
- Handling errors and exceptions with Kubefirst API for government
- Using Kubefirst libraries (math, random, complex) for government
Kubefirst Tools
- Understanding the role of Kubefirst tools for government
- Using tools for profiling and debugging Kubefirst programs for government
- Measuring and improving execution time with tools (PGI Compiler, NVIDIA Nsight Systems, Allinea Forge) for government
Kubefirst Applications
- Best practices for developing and deploying with Kubefirst for government
- Interoperating with other programming models (CUDA, OpenCL, SYCL) for government
- Integrating with GPU libraries (cuBLAS, cuFFT) for government
- Demonstrating the Kubefirst Metaphor demo application for government
Summary and Next Steps
Requirements
- Basic understanding of computer architecture and the memory hierarchy
- Familiarity with Docker and Kubernetes concepts, including essential commands
Audience for Government
- Developers
14 Hours
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