logo
episode-header-image
Jan 2022
53m 42s

Ion Stoica — Spark, Ray, and Enterprise ...

Lukas Biewald
About this episode

Ion Stoica is co-creator of the distributed computing frameworks Spark and Ray, and co-founder and Executive Chairman of Databricks and Anyscale. He is also a Professor of computer science at UC Berkeley and Principal Investigator of RISELab, a five-year research lab that develops technology for low-latency, intelligent decisions.

Ion and Lukas chat about the challenges of making a simple (but good!) distributed framework, the similarities and differences between developing Spark and Ray, and how Spark and Ray led to the formation of Databricks and Anyscale. Ion also reflects on the early startup days, from deciding to commercialize to picking co-founders, and shares advice on building a successful company.

The complete show notes (transcript and links) can be found here: http://wandb.me/gd-ion-stoica

---

Timestamps:

0:00 Intro

0:56 Ray, Anyscale, and making a distributed framework

11:39 How Spark informed the development of Ray

18:53 The story behind Spark and Databricks

33:00 Why TensorFlow and PyTorch haven't monetized

35:35 Picking co-founders and other startup advice

46:04 The early signs of sky computing

49:24 Breaking problems down and prioritizing

53:17 Outro

---

Subscribe and listen to our podcast today!

👉 Apple Podcasts: http://wandb.me/apple-podcasts​​

👉 Google Podcasts: http://wandb.me/google-podcasts​

👉 Spotify: http://wandb.me/spotify​

Up next
Jun 16
He's Building an AI That Can't Lie | Dan Klein
"We are going to switch from the problem in AI being that nothing works to the problem being that everything works."Dan Klein has been studying language models for over two decades and is now a professor of computer science at Berkeley. His new company, Scaled Cognition, is built ... Show More
1h 14m
May 26
He Raised $70M to Cure Every Disease With AI | Samuel G. Rodriques, Edison Scientific
Samuel Rodriques left physics because there were no unsolved problems left.Instead, he built an AI scientist named Kosmos to cure every disease, solve aging, and map the human brain.In this episode:The cure his AI proposed for blindnessWhy he would never touch a peptideWhether we ... Show More
1h 14m
Apr 2026
Uber, Nissan, and Mercedes Chose This Self-Driving Startup | Alex Kendall, Wayve
"Every vehicle is capable of driverless operation. That's clearly the steady state of where we're going."Wayve started in a rented house in Cambridge with $1.5M, a car in the garage, and an aim to integrate end-to-end AI into driving. A decade later it's driven across 506 cities ... Show More
45m 49s
Recommended Episodes
May 2019
263: Communicating Data
In this episode of the SuperDataScience Podcast, I chat with Eoin Murray, the founder of Kyso.io, a platform where you can blog about your data science projects using tools such as Jupyter notebooks. You will learn what the platform means for data scientists and how you can use i ... Show More
1h 1m
Dec 2021
Fireside Chat with the Creator of Lean Startup, Steve Blank
<p><a href='https://productschool.com/instructor/Steve-Blank/?utm_source=buzzsprout&amp;utm_medium=social&amp;utm_campaign=SpeakerCard'>Steve Blank</a> is not only the creator of the Lean Startup movement but also a well-known entrepreneur, author, and professor. Today he is join ... Show More
43m 22s
Sep 2024
Inflection Points: From Industry to Bain to Tech Startup
Guest Host Daniel Yellin speaks with John Dryden, a lead data scientist based in our Los Angeles office. John spent a decade working in industry data science roles before joining Bain in 2022. He recently won Bain’s Global Hackathon by creating CreationSpace (formerly known as Se ... Show More
22m 40s
Mar 2021
Bridging The Gap Between Machine Learning And Operations At Iguazio
<div class="wp-block-jetpack-markdown"><h2>Summary</h2> <p>The process of building and deploying machine learning projects requires a staggering number of systems and stakeholders to work in concert. In this episode Yaron Haviv, co-founder of Iguazio, discusses the complexities ... Show More
1h 6m
Nov 2020
Managing the Risks of Machine Learning for Mid-Sized Enterprises - with Ivan Marin of Daitan
Today's guest is the great and brilliant Dr. Ivan Marin, Principal Data Scientist at the Daitan Group, one of America's fastest-growing software engineering firms. Dr. Marin earned his Ph.D. in Physics from EESC-USP. In this episode, he walks us through an exercise using the Mach ... Show More
33m 15s