MOOC Course - Serverless Computing AI-SPRINT Design TOSCARIZER COMPSs & runtime management - PART 5
Embark on an educational exploration with our latest MOOC course on "Docker Containers, Serverless Computing, AI-SPRINT Design, TOSCARIZER, COMPSs, dislib & runtime management"
𝗖𝗼𝘂𝗿𝘀𝗲 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄
Through this course, you can explore the world of Docker Containers and Serverless Computing. The course provides a holistic understanding of containerisation, Docker, and serverless computing, spanning from fundamental concepts to practical applications in cloud environments. The course continues with an overview of the AI-SPRINT Design, that helps to standardise the architecture of applications, provide a simple interface between the user and the AI-SPRINT framework.
The course concludes with demos that present the TOSCARIZER, PyCOMPSs and dislib, SPACE4AI-D, OSCAR-P, SPACE4AI-R tools.
𝗞𝗲𝘆 𝗧𝗼𝗽𝗶𝗰𝘀
Virtual Machines vs. Containers
Introduction to Containers
Docker Basics
Docker Engine Management
Serverless Application Development
Challenges in Serverless Architectures
AI-SPRINT Design main characteristics
AI-SPRINT Design Results
A demo of the TOSCARIZER tool
Key features of PyCOMPSs and dislib
Performance Prediction Strategies
Design-time Optimization (SPACE4AI-D)
Profiling and Model Development (OSCAR-P)
Runtime Adaptation (SPACE4AI-R)
Validation and Case Studies
Comparative Analysis
𝗪𝗵𝘆 𝗝𝗼𝗶𝗻?
By the end of the course, you'll be equipped with the knowledge and skills needed to navigate the modern landscape of containerisation, cloud computing, and serverless architectures.