~/talk

Tales from the Frontlines: Startup War Stories

Talkat SPLASH 2020 REBASE · 2020-11-16..11-23· [computer-vision]
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A dozen startup war stories across 15–20 years show concrete wins and failures: building a 32‑register RISC JIT and hardware-enabled JVM that produces the lowest-latency GC on the planet, shipping boxes with 48–384 cores after silicon revisions, creating an exact distributed KV store that benchmarks as the fastest KV store, and delivering a parallel GBM/GLM that runs 7 TB in 90 seconds on 100 nodes. Alongside those wins are missed payrolls, fraud from rogue sales spending, product pivots, and team breakups.

AI-written summary · about

  1. 0:00Startup war stories
  2. 1:27Why startups are thrilling and brutal
  3. 2:29Azul Systems hardware-software clash
  4. 4:53Debugging silicon bugs and latency
  5. 7:20Java memory model pitfalls
  6. 8:25Founding RAIN and distributed key-value store
  7. 9:47Pivoting to machine learning tools
  8. 12:37Growing pains of data startup
  9. 15:46Team dysfunction and leadership failures
  10. 17:31Catching fraud with faster data exploration
  11. 19:13Financial mismanagement and payroll disaster
  12. 20:55Startup lessons and next adventures
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