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Duration 14 hours
Course Outline
Introduction
- Defining Kubefirst.
- Overview of Kubefirst's features and architecture.
- Integration with open-source tools such as Terraform, Vault, and Argo.
Setting Up the Development Environment
- Installation and configuration of the Kubefirst SDK.
- Selection and setup of cloud platforms (including Local, AWS, and Civo).
- Creating a Kubefirst project within Visual Studio Code.
- Exploration of project structure and file organization.
Kubefirst Programming Model
- Comprehending Kubefirst directives and clauses.
- Utilizing parallel directives to establish parallel regions.
- Employing kernels directives for kernel parallelization.
- Applying loop directives to parallelize loops.
Kubefirst Data Management
- Orchestrating data movement using data directives.
- Synchronizing data through update directives.
- Enhancing data reuse via cache directives.
- Developing device functions with routine directives.
Kubefirst API and Libraries
- Understanding the Kubefirst API within host programs.
- Using the Kubefirst API to query device information.
- Configuring device number and type via the Kubefirst API.
- Managing errors and exceptions using the Kubefirst API.
- Leveraging Kubefirst libraries (including math, random, and complex).
Kubefirst Tools
- Understanding the role of Kubefirst tooling.
- Utilizing tools for profiling and debugging Kubefirst programs.
- Measuring and optimizing execution time using tools such as PGI Compiler, NVIDIA Nsight Systems, and Allinea Forge.
Kubefirst Applications
- Best practices for developing and deploying with Kubefirst.
- Interoperability with other programming models (CUDA, OpenCL, SYCL).
- Integration with GPU libraries (cuBLAS, cuFFT).
- Demonstration of the Kubefirst Metaphor demo application.
Summary and Next Steps
Requirements
- Fundamental understanding of computer architecture and memory hierarchy
- Proficiency with Docker and Kubernetes concepts and commands
Target Audience
- Developers
Testimonials (2)
As i said before , for a person like me (no exp. ) this was a gateway to understanding features and functions with these programs/tools & etc. .
Patrick V. Duylovski - UBB + DZI (KBC GROUP)
Course - Docker and Kubernetes
basic understanding of container/kubernetes and how they interact features of the openshift plattform
