WSIStreamer: Cloud-Native Tile Server for Whole Slide Images from S3 Storage
By
el_pa_b
Toasted golden, schmeared with insight. Top of the rack.
Summary
WSIStreamer is a cloud-native tile server for Whole Slide Images (WSI) that serves image tiles directly from S3-compatible object storage without requiring full file downloads. It uses HTTP range requests to fetch only the necessary bytes, eliminating the need for local storage or complex configuration. The tool is designed for medical imaging workflows where large slide images (1-3GB+) are stored in cloud object storage.
Key quotes
· 4 pulledA modern, cloud-native tile server for Whole Slide Images. One command to start serving tiles directly from S3.
That's it. No configuration files, no local storage, no complex setup.
Whole Slide Images are large (1-3GB+) and typically live in object storage.
WSIStreamer takes a different approach: it understands slide formats natively, fetches only the bytes needed via HTTP range requests, and returns tiles directly to the viewer.
You might also wanna read
Google enters AI agent runtime race as the infrastructure layer becomes commoditized
Google repositioned Antigravity as a platform for developing and managing teams of autonomous AI agents at its I/O conference. The platform
bit.ly·20h agoCloudflare Integrates Claude Managed Agents for Developer Deployment
Cloudflare has added support for Claude Managed Agents, enabling developers to deploy, run, and manage Claude AI agents within the Cloudflar
How four open-source projects power Floci, a fast AWS emulator that starts in 24ms
Floci, a free MIT-licensed AWS emulator, achieves fast startup (~24ms) and low memory usage (13 MiB RAM) by leveraging four mature open-sour
dev.to·4d agoWhy average CPU utilization is a misleading metric for cloud-native applications
The article discusses the pitfalls of relying on average CPU utilization metrics in cloud-native environments, particularly in Kubernetes. I
crunr lets ML teams run GPU compute jobs on AWS with a single command, eliminating idle costs
crunr is a cloud compute tool that lets users launch and run GPU-intensive jobs (like ML training) on AWS with a single command. It automati
How Modal reduced inference cold starts by 40x using LP, FUSE, C/R, and cuda-checkpoint
Modal presents a deep technical analysis of how they reduced inference cold starts by 40x using a combination of techniques including LP (li
