Sep 9–12, 2019
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Ramsundar Janakiraman

Ramsundar Janakiraman
Senior Distinguished Engineer, Aruba

Ram Janakiraman is a distinguished engineer at the Aruba CTO Office working on machine intelligence for enterprise security. His recent focus has been on simplifying the building of behavior models by leveraging approaches in NLP and representation learning. He hopes to improve end user product engagement through a visual representation of entity interactions without compromising the privacy of the network entities. Ram has numerous patents from a variety of areas during the course of his career. Previously, he’s been in various startups and was a cofounding member of Niara, Inc., working on security analytics with a focus on threat detection and investigation before it was acquired by Aruba, a HPE Company. He’s also an avid scuba diver, always eager to explore the next reef or kelp. He’s an FAA Certified Drone Pilot, capturing the beauty of dive destinations on his trips.


4:50pm5:30pm Thursday, September 12, 2019
Location: 230 C
While network protocols are the language of the conversations among devices in a network, these conversations are hardly ever labeled. Advances in capturing semantics present an opportunity for capturing access semantics to model user behavior. Ram Janakiraman explains how, with strong embeddings as a foundation, behavioral use cases can be mapped to NLP models of choice. Read more.
  • Intel AI
  • O'Reilly
  • Amazon Web Services
  • IBM Watson
  • Dataiku
  • Dell Technologies
  • Intuit
  • Gamalon
  • Hewlett Packard Enterprise
  • MapR Technologies
  • Sisu Data
  • Intuit

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