Master Agentic AI, GANs, Fine-Tuning & LLM Apps
Master AI and Machine Learning: From Neural Networks to Applications
Overview
AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
Explore strategies for optimizing Kubernetes deployments in this conference talk by Lukonde Mwila from AWS. Learn how to address challenges related to high availability, traffic management, and cost control in distributed environments. Discover techniques for spreading applications across zones and regions, implementing effective load balancing strategies, and managing cross-zone traffic costs. Gain insights into optimizing load balancing for varying traffic levels across different zones or regions. Understand how to leverage pod anti-affinity for improved scheduling, utilize Istio's locality-aware load balancing, and implement Karpenter's workload consolidation to overcome common deployment challenges. Acquire practical knowledge on automatically scaling clusters to match workload demands while maintaining scheduling constraints and preventing compute overhead in multi-zone or multi-region setups.
Syllabus
Spreading Apps, Controlling Traffic & Managing Costs in Kubernetes - Lukonde Mwila, AWS
Taught by
Linux Foundation