Title
AWS re:Invent 2023 - AWS storage: The backbone for your data-driven business (STG227)
Summary
- Andy, an AWS engineer, discusses the continuous innovation in AWS storage services, focusing on durability, security, availability, and performance.
- EBS (Elastic Block Store) has seen significant improvements over 15 years, with a shift from HDD to SSD, leading to better performance and durability.
- AWS introduced EBS IO2 Block Express, offering high performance and durability.
- S3 (Simple Storage Service) has evolved to meet customer demands for low-latency, high-throughput storage, leading to the creation of S3 Express One Zone.
- Marianne Johnson from Cox Automotive shared their cloud and data journey, highlighting the importance of being intentional with data and leveraging AWS and partners for transformation.
- AWS FSx series products facilitate migrations to the cloud, with FSx for NetApp ONTAP offering significant performance improvements.
- Data lakes on S3 have grown exponentially, with customers leveraging open table formats like Iceberg for better data management.
- AWS introduced S3 Access Grants for better governance and integration with organizational directories.
- Generative AI and machine learning workloads are closely tied to data lakes, with AWS providing high-performance storage solutions like FSx for Lustre and direct S3 access.
- AWS is redefining the service boundary by improving client-side performance with the Common Runtime (CRT) library, which is now enabled by default in the CLI and Boto for machine learning instances.
Insights
- AWS storage services prioritize incremental improvements that may not always be visible but significantly enhance performance and reliability over time.
- The transition from HDD to SSD in EBS is a testament to AWS's commitment to adapting to technological advancements for better service delivery.
- The introduction of S3 Express One Zone indicates AWS's response to the growing need for storage solutions that cater to low-latency and high-throughput requirements, particularly for machine learning and AI workloads.
- The success story of Cox Automotive illustrates the transformative power of AWS cloud services and the strategic importance of data management in achieving business agility and innovation.
- AWS's FSx series products are designed to ease the migration process for enterprises, allowing them to leverage cloud capabilities while maintaining familiar storage environments.
- The adoption of open table formats like Iceberg reflects the evolving needs of data lake users for better data management and governance.
- S3 Access Grants demonstrate AWS's focus on providing fine-grained access control and audit capabilities, which are crucial for compliance and security in data-intensive environments.
- AWS's investment in generative AI and machine learning is evident in its storage solutions, which are optimized to handle the scale and performance demands of these advanced workloads.
- The Common Runtime library's integration into AWS SDKs and tools underscores AWS's effort to ensure high-performance data transfers and an improved user experience, making sophisticated storage capabilities more accessible to a broader range of customers.