Over 10 years we help companies reach their financial and branding goals. Engitech is a values-driven technology agency dedicated.

Gallery

Contacts

411 University St, Seattle, USA

engitech@oceanthemes.net

+1 -800-456-478-23

Development Technology

SREcon22 Asia/Pacific – Improving Machine Learning Development Reliability



Improving Machine Learning Development Reliability

Brian Hansen and Yan Yan, Meta

The Machine learning Development LifeCycle is not the same as Software Development LifeCycle. It’s so different that we believe that we need to develop new ways to rationalize how we go about building, monitoring and alerting on ML artifacts as they go through the process. This talk explores those differences. It highlights challenges of ML reliability and scalability, what we’ve done and the need for involvement from this community to evolve how we think about the development and productization of machine learning as it explodes across our industry.

View the full SREcon22 Asia/Pacific program at https://www.usenix.org/conference/srecon22apac

source

Author

MQ

Leave a comment

Your email address will not be published. Required fields are marked *