S3 Versioning Cost Management Tools and Platforms
Complete copies of every version get billed separately, multiplying costs.
Yuki Nystrom
Storage Letter
Backup Planning for S3-Backed Workloads
S3 durability protects against hardware failure, not credential compromise.
Nadia Prasad
S3-Backed Databases and Table Formats
Open table formats add database consistency and transactions to S3's cheap, durable storage.
Yuki Nystrom
File Systems and Databases as Complements
They work best as layers, not rivals.
Owen Marroquin
S3 Multipart Upload Throughput Tuning
Configure part size, concurrency, and queue depth together to maximize S3 upload speed.
Yuki Nystrom
S3 Storage Class Transition Latency and Cost Impact
Transition charges and hidden fees can overwhelm the savings lifecycle policies promise.
Yuki Nystrom
NVMe Caching Layers and S3 Read Latency
NVMe caching layers let GPUs wait less for S3 data.
Nadia Prasad
EBS vs EFS Latency and Throughput Trade-Offs
EBS offers lower latency; EFS trades speed for shared multi-instance access.
Farah Bianchi
Solutions for Eliminating Cold-Start Latency in S3-Backed Compute Fleets
Diagnosing and fixing five distinct startup bottlenecks that pile up before serving requests.
Nadia Prasad
Approaches to Eliminating Cold-Start Latency in S3-Intensive Pipelines
Breaking cold-start delays into three distinct infrastructure bottlenecks reveals practical fixes.
Owen Marroquin
Amazon EBS vs GCP Alternatives
EBS gp3 decouples IOPS from capacity; GCP's Persistent Disk ties them together.
Farah Bianchi
AWS EBS vs EFS for Shared ML Storage
EBS suits single-node workloads while EFS enables multi-node ML training with shared state.
Yuki Nystrom