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Keynote Address: DNA Data Storage and Near-Molecule Processing for the Yottabyte Era

Talkat FAST '21 · 2021-02-23..02-25
name:Luis Ceze
links:none on file
links:none on file
slides:none on file

An end-to-end system encodes bits into ~150–300 base synthetic DNA, synthesizes pools, encapsulates them, and reads with Illumina or nanopore sequencers; the team stored >1 GB and fully recovered it and estimates DNA cold storage cuts energy/carbon and water per TB-year by ~2.5–3×. Random access uses PCR-style selective copying and magnetic-bead extraction; a lab-built automated rig and digital-microfluidics stack (purple drop) moves droplets; a demo 1.6M images searched via DNA hybridization yields similarity-ranked results. Latency targets are minutes–hours.

AI-written summary · about

  1. 0:00Intro
  2. 2:44When Moore met Feynman
  3. 4:14DNA data storage basics
  4. 8:01Comparison with other media
  5. 9:32Ability to make copies
  6. 14:24DNA encoding
  7. 15:00DNA synthesis
  8. 19:16Reading DNA with sequencing by synthesis
  9. 21:41Different error profile across platforms
  10. 22:10DNA decoding and error correction
  11. 24:32Exponential improvements in DNA data storage
  12. 25:34Performance of reading and writing DNA
  13. 29:22DNA storage end-to-end system w/ integrated computing
  14. 34:00Searching with DNA
  15. 34:39Content based media search
  16. 37:24"Semantic" Hashing
  17. 38:02Learning-based encoding
  18. 39:31Yottabyte-scale near-molecule computing?
  19. 44:07Digital microfluidics Versatile platform to implement wet lab preparation protocols
  20. 45:47Affordable full-stack SW/HW digital microfluidics platform
  21. 47:18Hardware, software, wetware
  22. 49:51Future hybrid systems
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