SIGCOMM 2020 - Reducto - On-Camera Filtering for Resource-Efficient Real-Time Video Analytics

SIGCOMM 2020 - Reducto - On-Camera Filtering for Resource-Efficient Real-Time Video Analytics

Association for Computing Machinery (ACM) via YouTube Direct link

Reducto

8 of 20

8 of 20

Reducto

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SIGCOMM 2020 - Reducto - On-Camera Filtering for Resource-Efficient Real-Time Video Analytics

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  1. 1 Introduction
  2. 2 Trends in Video Analytics
  3. 3 Query Pipeline
  4. 4 Filtering
  5. 5 Key Question
  6. 6 Binary Classifiers
  7. 7 Pixel Level Differences
  8. 8 Reducto
  9. 9 Threshold
  10. 10 System Design
  11. 11 Results
  12. 12 Conclusion
  13. 13 Questions
  14. 14 Updating the Hash Table
  15. 15 Using More Resources
  16. 16 Moving Cameras
  17. 17 Moving Frames
  18. 18 Heterogeneous Computing
  19. 19 Reducto vs DDS
  20. 20 Final Question

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