2022 Cloud Computing and Big Data Lecture 4 Virtualization and Data Center Design - Part One 💻
Cloud Computing & Big Data CourseParallel & Scalable Machine Learning & Deep Learning16 university lectures with additional practical lectures for hands-on exercises in context
The University of Iceland, School of Engineering and Natural SciencesFaculty of Industrial Engineering, Mechanical Engineering and Computer ScienceFall 2022Course
Outline
1. Cloud Computing & Big Data Introduction
2. Machine Learning Models in Clouds
3. Apache Spark for Cloud Applications
4. Virtualization & Data Center Design
5. Map-Reduce Computing Paradigm
6. Deep Learning driven by Big Data
7. Deep Learning Applications in Clouds
8. Infrastructure-As-A-Service (IAAS)
9. Platform-As-A-Service (PAAS)
10. Software-As-A-Service (SAAS)
11. Big Data Analytics & Cloud Data Mining
12. Docker & Container Management
13. OpenStack Cloud Operating System
14. Online Social Networking & Graph Databases
15. Big Data Streaming Tools & Applications
16. EpilogueLecture Outline
Part One: Virtualization enabling Cloud Computing TechnologiesDifferent Terminologies like Virtual Machines & Virtual LayersTechniques of Migration & Virtual AppliancesUnderstanding Virtual Machine Images & InstancesVirtualization enabling Resource Sharing & Useful OperationsVirtualization Software Architectures & Virtualized Servers
Part Two: Cloud Data Center DesignEconomics of Scale Approach & Total Cost of OwnershipData Center Construction Features & Role of System FailuresBuilding Data Center Infrastructure & Networking AspectsData Center Metrics & Scalability Requirements AnalysisPublic/Private/Hybrid Cloud Deployment Models
Addressing:
what is cloud computing
cloud computing explained
cloud computing tutorial for beginners
hot and cold aisle
air cooled chiller
data center power system design
