Course Outline
Introduction
- What is Kubefirst?
- Overview of Kubefirst features and architecture
- Integration with open source tools (Terraform, Vault, Argo, etc.)
Setting up Development Environment
- Installing and configuring Kubefirst SDK
- Choosing and setting up cloud platforms (Local, AWS, Civo, etc.)
- Creating a Kubefirst project in Visual Studio Code
- Exploring the project structure and files
Kubefirst Programming Model
- Understanding Kubefirst directives and clauses
- Using parallel directives for creating parallel regions
- Using kernels directives for parallelizing kernels
- Using loop directives for parallelizing loops
Kubefirst Data Management
- Managing data movement with data directives
- Synchronizing data with update directives
- Improving data reuse with cache directives
- Creating device functions with routine directives
Kubefirst API and Libraries
- Understanding Kubefirst API in host programs
- Using Kubefirst API for querying device information
- Setting device number and type with Kubefirst API
- Handling errors and exceptions with Kubefirst API
- Using Kubefirst libraries (math, random, complex)
Kubefirst Tools
- Understanding the role of Kubefirst tools
- Using tools for profiling and debugging Kubefirst programs
- Measuring and improving execution time with tools (PGI Compiler, NVIDIA Nsight Systems, Allinea Forge)
Kubefirst Applications
- Best practices for developing and deploying with Kubefirst
- Interoperating with other programming models (CUDA, OpenCL, SYCL)
- Integrating with GPU libraries (cuBLAS, cuFFT)
- Demonstrating Kubefirst Metaphor demo application
Summary and Next Steps
Requirements
- Basic knowledge of computer architecture and memory hierarchy
- Familiarity with Docker and Kubernetes concepts and commands
Audience
- Developers
Testimonials (6)
Trainer's high qulification. Although quite exhausting I enjoyed that there are a lot of examples and that it was possible to ask questions.
Roger - REGNOLOGY ROMANIA S.R.L.
Course - Docker and Kubernetes
Przykłady z rzeczywistych zastosowań
Łukasz - Rossmann SDP Sp. z o.o.
Course - Docker (introducing Kubernetes)
Hands on exercises
Tobias - Elisa Polystar
Course - Docker and Kubernetes: Building and Scaling a Containerized Application
The availability of the virtual desktop as form of sandbox for the participants to tinker with is great!
Benedict - Questronix Corporation
Course - OpenShift 4 for Administrators
The hands-on exercises were extremely important to consolidate learning. The in-depth explanation of how things work under the hood made everything clearer.
Otavio Marchioli dos Santos - ExitLag
Course - Kubernetes from Basic to Advanced
Machine Translated
Concepts learnt and how to set up the k8 clusters