Tech Disruptors AWS’ Bukovec on Hot Data, Tiering and Gen-AI
May 28, 2024
Amazon Vice President Data Storage Services and Cloud Migration, Mai-Lan Tomsen Bukovec, discusses the evolution of AWS storage, intelligent tiering impact on cloud-storage, preparing for generative AI, and ensuring customers adopt the right LLMs for datasets. They emphasize the shift to prioritizing data quality over volume and how companies leverage custom datasets for successful generative AI applications.
AI Snips
Chapters
Transcript
Episode notes
S3 Evolution
- Amazon S3's evolution from cold storage to supporting hot data and data lakes shows its adaptability.
- The shift to strong consistency improved data retrieval for data lakes, enhancing its utility.
Intelligent Tiering
- For unpredictable data access patterns, use Intelligent Tiering.
- It automatically adjusts storage costs based on usage, saving money without manual intervention.
Intelligent Tiering in GenAI
- Leading generative AI model providers leverage Intelligent Tiering for cost optimization.
- This demonstrates its effectiveness for managing data sets with fluctuating access patterns, such as checkpoints.