YoVDO

Smart Green Computing: Cloud Native Operations for Sustainability

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Cloud Native Computing Courses Machine Learning Courses Sustainability Courses Orchestration Courses GitOps Courses Green Computing Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore smart green computing and cloud-native operations in this conference talk by William Caban and Federico Rossi from Red Hat. Discover how to combine CNCF projects and open-source tools to create and improve machine learning models for cluster operations, aligning with sustainability goals. Learn about goal-driven and domain-aware workload management, GitOps adoption, enhanced visibility, and intent-driven orchestration. Gain insights into use cases, proof-of-concept architecture, metrics pipelines, and governance strategies for achieving carbon and power optimization in cloud-native environments.

Syllabus

Intro
Goal-driven Workload Management (1)
Domain-aware Workload Management
Adopt GitOps Model
Adopt Enhanced Visibility
Adopt Intent Driven Orchestration
Example of Use Cases for Stack
PoC High-Level Architecture
Metrics Pipeline
Governance/Scheduling
Referenced Projects


Taught by

CNCF [Cloud Native Computing Foundation]

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent