~/talk

Cloudscape: A Study of Storage Services in Modern Cloud Architectures

on YouTube 17m
Talkat FAST '25 · 2025-02-25..02-27· [data-engineering, cloud-infrastructure]

speakers

name:Sambhav Satija
links:none on file
name:Chenhao Ye
links:none on file
name:Ranjitha Kosgi
links:none on file
name:Aditya Jain
links:none on file
name:Romit Kankaria
links:none on file
name:Yiwei Chen
links:none on file
name:Andrea C. Arpaci-Dusseau
links:none on file
name:Remzi H. Arpaci-Dusseau
website:http://www.cs.wisc.edu/~remzi
name:Kiran Srinivasan
links:none on file

resources

video:https://youtu.be/DPmY7bR4W0w
slides:none on file

summary

Cloudscape converts ~400 AWS “This is my architecture” videos into structured graphs via iterative collaborative coding and manual annotation and ships a public interactive explorer. Key empirical claims: Cloudscape dataset spans 380 companies and 5 years and shows S3 in 68% of architectures, Lambda touching storage in 65%, distributed file systems near 4%, over half of apps use two or more storage services (up to 14), and 90% use at least one specialized cloud storage service.

AI-written summary · about

chapters (11)

  1. 0:00Introduction
  2. 1:41Motivation for dataset
  3. 3:27Key findings
  4. 4:52Methodology
  5. 7:20Architecture representation
  6. 8:24Storage service diversity
  7. 9:48S3 popularity
  8. 11:54S3 and DynamoDB data
  9. 13:22DynamoDB usage patterns
  10. 14:25Storage layer interactions
  11. 15:30Conclusion

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