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Starts 4 June 2025 15:10
Ends 4 June 2025
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Journey of Heterogeneous Computing in OpenInfra - From OpenStack Cyborg to AI Integration
Explore the 7-year evolution of OpenStack Cyborg's heterogeneous framework, from its community-driven inception to its role in AI infrastructure, and discover its impact on modern computing landscapes.
OpenInfra Foundation
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OpenInfra Foundation
2458 Courses
33 minutes
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Overview
Explore the 7-year evolution of OpenStack Cyborg's heterogeneous framework, from its community-driven inception to its role in AI infrastructure, and discover its impact on modern computing landscapes.
Syllabus
- Introduction to Heterogeneous Computing
- History of OpenStack Cyborg
- Understanding OpenStack Cyborg's Architecture
- Heterogeneous Hardware Management
- Cyborg's Role in AI Infrastructure
- Impact on Modern Computing Landscapes
- Hands-On Labs
- Conclusion
Definition and Importance
Overview of Modern Computing Landscapes
Inception and Community-driven Development
Key Milestones Over 7 Years
Core Components
Integration with Existing OpenStack Services
Extending Cyborg for New Use Cases
Types of Hardware Supported
Device Management and Resource Allocation
Performance Optimization Techniques
Leveraging GPU and FPGA for AI Workloads
Integrating AI Frameworks with Cyborg
Case Studies: AI Deployment Scenarios
Enhancing Performance and Scalability
Influence on Hybrid Cloud Environments
Industry Adoption and Future Trends
Setting Up OpenStack Cyborg
Configuring Heterogeneous Hardware
Running AI Workloads on OpenStack
Recap of Key Learnings
Future Directions in Heterogeneous Computing and AI Integration
Open Discussion and Q&A Session
Subjects
Programming
