S3 architecture, AI workload bottlenecks, migration patterns and cost optimisation — analysis from working storage practitioners.
GKE Inference Gateway uses prefix caching to cut time-to-first-token latency by over 70%, eliminating redundant computation in AI pipelines.
Marcus Chen
12 min read
Discover how native C++ compilation delivers up to 4.9x faster Spark performance by eliminating garbage collection pauses and JVM overhead.
Alex Kumar
12 min read
Google Cloud generated billions in 2025, yet sequential read patterns still cripple query performance on this infrastructure.
Alex Kumar
13 min read
GCS MCP adoption surged 20x, yet zero-infrastructure models hide security gaps. Learn why remote and local architectures demand different observability...
Alex Kumar
12 min read
Cut SAS Grid expenses by shifting cold data to archives at a fraction of a cent per GB/month while maintaining submillisecond access for active jobs.
Alex Kumar
15 min read
Most AI pilots fail due to fragmented storage. Learn why unified access beats raw compute for scaling beyond the pilot phase.
Marcus Chen
15 min read
Discover how Cloud Storage FUSE latency impacts TPU inference and why a dedicated gateway beats direct mounting for low-latency model access.
Alex Kumar
13 min read
Google Cloud revenue jumped significantly to billions in late 2025, proving AI infrastructure drives the market.
Alex Kumar
14 min read
Scality launched ADI on 12 May 2026 to manage data tiers. This analysis explores why human oversight remains vital for safe AI storage.
Marcus Chen
15 min read
Stop burning 18 months building object stores. Whitelabel storage lets GPU farms launch in weeks with zero egress fees.
Alex Kumar
14 min read
Cut total cost of ownership by 90% by moving vector search directly into S3. We analyze the architectural shift removing external databases.
Alex Kumar
14 min read
Stop paying the lift-and-shift tax. Unified storage lets 70% of enterprises train AI models directly on production data without costly rewrites.
Alex Kumar
12 min read