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Tuesday, September 27 • 4:05pm - 4:25pm
Keynote: Applying Recent Advances in Machine Learning to Networking - Dave Meyer, Brocade

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Global organizations are adopting programmable networks as a means of automating and managing their networks, but this can be taken one step further with machine learning.

The recent progress of machine learning and deep learning in particular has been nothing short of spectacular. Dave believes it’s still a new area for networking, but one that is growing incredibly fast. This Linux.com article and recent presentation from Dave also gives more insight into the intersection of machine learning, networking and DevOps.

Machine learning applications span a wide variety of use cases, including perceptual tasks such as image search, object and scene recognition and captioning; voice and natural language recognition and generation; self-driving cars and automated assistants such as Siri; as well as various engineering, financial, medical, and scientific applications.

Dave’s talk will outline recent advances in machine learning with an eye toward network applications including a few "Machine Learning for DevOps" use cases that are focused on next-generation network automation.

Speakers
avatar for Dave Meyer

Dave Meyer

Chief Scientist & Fellow, Brocade Communications
Dave Meyer is Chief Technology Officer and Chief Scientist at Brocade Communications, where he works on future directions for Internet technologies. His current focus is the use machine learning (and in particular deep learning) for networking applications and Named Data Networking, among others. Most recently he served as the chair of the OpenDaylight Technical Steering Committee and Board of Directors.



Tuesday September 27, 2016 4:05pm - 4:25pm
Center Hall B

Attendees (75)