Across on StorageNews

S3 foundation truth: 11 nines explained well

Mon, 16 Mar 2026 00:00:00 +0000

S3's 276 million hard drives would stack to the ISS and back, proving its status as the global data.

Amazon Web Services Simple Storage Service has evolved from a niche utility into the universal data foundation for the modern internet. While the global technology market hits $5.6 trillion in 2026, S3 remains the critical infrastructure layer, now storing over 500 trillion objects. Readers will examine the specific engineering behind S3's legendary 11-nines durability, a feat maintained while migrating through multiple generations of physical disk systems across 39 regions. The discussion moves beyond basic storage mechanics to reveal how this stability enabled cultural giants like Netflix and Spotify to scale rapidly.

Amazon S3 Storage: 500 Trillion Objects Deep

Fri, 13 Mar 2026 00:00:00 +0000

S3 now serves over 200 million requests per second, a stark contrast to its quiet 2006 debut. The narrative moves beyond basic retention to examine how native vector storage and table integration are reshaping retrieval-augmented generation workflows. AWS documentation confirms the service now manages more than 500 trillion objects, proving that the initial promise of "web-scale computing" was merely a baseline for what developers would demand two decades later.

Data storage sharding: Handle 750B points fast

Wed, 11 Mar 2026 00:00:00 +0000

With AI training datasets exploding from 42 billion to over 750 billion points in just two years, naive storage architectures are now obsolete. Efficient management of large datasets demands a shift from simple capacity expansion to rigorous architectural discipline involving data partitioning, compression, and strategic lifecycle policies.