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Thursday, March 22 • 1:30pm - 2:20pm
Why IoT is the killer use case for AutoML

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While AI/ML has matured enough to solve many real-world problems effectively, this process typically requires close interactions between three separate skill sets – the domain expert, the data scientist and the programmer. A typical IoT user is a line-of-business person such as a Plant Supervisor or a Fleet Manager. AutoML enables automatic selection of the most appropriate algorithm that suits the domain problem learned based on the interactions with domain expert. Also, AutoML automatically selects the hyper parameters and tunes the models without requiring data scientist skills. Furthermore, AutoML automates the repetitive analytics needed for retraining models warranted by the high velocity IoT data. Therefore, AutoML is the key enabler of analytics in the industrial IoT. Since the typical business benefits in IoT involve significant savings, IoT is the killer use case for AutoML. We will present how Oracle IoT Cloud applies AutoML for industrial IoT problems.

avatar for Viji Krishnamurthy

Viji Krishnamurthy

Director - Product Management, Oracle
Over 15 years of cross functional experience in data science, product marketing, operations, product management and product development in IoT, Enterprise Software, Lighting and Semiconductor industries.Experience includes Product advisor to IoT network service provider startup... Read More →
avatar for Atul Mahamuni

Atul Mahamuni

VP Product Management, Oracle
As a technology leader with a unique combination leadership skills (in the role of VP Engineering), technical/architectural expertise (in the roles of CTO/Chief Architect), and Product Management (in the roles of VP Products), I have earned a reputation for exceeding expected results through innovation and relentless execution. I build and lead exceptional teams that deliver innovative products and solutions by inspiring teams across geographies - both in startup environments and in established companies.Products and solutions:Oracle IOT Cloud SaaS Applications and IoT PaaS PlatformCisco: IoT/Field-Area Router Smart Grid solution, Industrial Switches/Routers, Network Management System (NMS). Juniper: EX-series of switchesNokia: Intelligent Service Node (Services enabled GGSN)Technology:Requirements, Customer experience, and Architecture for Oracle's IoT Cloud SaaS Apps and Platform including Analytics (AI/ML) and Digital TwinArchitected, evangelized and delivered Cisco’s IOx Fog computing frameworkLead evolution of Next Generation Enterprise Campus Networking Architecture for Cisco Catalyst switchesRan Patent Committees, Managed innovation programsTeam:Hired, grew, and motivated teams that delivered results, and mentored members to rise up to key roles across the organization and industry.-------------------------------------------------------------------------------------------------------------------Specialties:Product Management, Product architecture, Systems/Solution architecture, Thought leadershipEngineering management... Read More →

Thursday March 22, 2018 1:30pm - 2:20pm
6-Rm 106

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