Name: Secure Numerical Computing is Hard: Lessons from 10 Years of Open Data Science & the Long Road Ahead - Peter Wang, Anaconda
Start: 2024-10-22T15:25:00-0400
End: 2024-10-22T15:55:00-0400

October 22-23, 2024 | Atlanta, Georgia USA
View More Details & Registration

The Sched app allows you to build your schedule but is separate from your event registration. You must be registered for SOSS Fusion 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

This schedule is automatically displayed in Eastern Daylight Saving Time. To see the schedule in your preferred timezone, please select from the drop-down located at the bottom of the menu to the right.

Tuesday October 22, 2024 3:25pm - 3:55pm EDT

Salon 4-6

Over the last decade, enterprises have had to accelerate adoption of open source software for data science, machine learning, and AI. These numerically-intensive workloads posed unique new challenges for businesses and IT due to both technology and organizational dynamics.

As the creators of the PyData movement and as a foundational distributor of open source Python tools to millions of enterprise and individual users, Anaconda has had a front-row seat to these kinds of challenges. In this talk, we will draw upon data from our annual State of Data Science industry survey to understand the kinds of challenges that businesses face while trying to adopt even well-known OSS data & ML technology.

We’ll then look towards new deep-learning and AI workloads, and the new dimensions of the security challenges there. These include novel challenges posed by exotic hardware, just-in-time compilation, binary distribution, and data-oriented supply chain attacks.

The talk will conclude with some key principles to guide thinking about software and data supply chains in the new era of machine learning and AI software deployment.

Speakers

Peter Wang

Chief AI & Innovation Officer, Co-Founder, Anaconda

Peter Wang is the Chief AI & Innovation Officer and Co-founder of Anaconda. Peter leads Anaconda’s AI Incubator, which focuses on advancing core Python technologies and developing new frontiers in open-source AI and machine learning, especially in the areas of edge computing, data... Read More →

Tuesday October 22, 2024 3:25pm - 3:55pm EDT
Salon 4-6

AI + Security

Feedback form is now closed.

SOSS Fusion 2024

Peter Wang

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!