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Virtual Event
August 17–August 20, 2020
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Thursday, August 20 • 17:20 - 17:55
SpoK - Running Big Data Applications @ Scale on K8s - Srivathsan Canchi & Nagaraj Janardhana, Intuit

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At Intuit, customer data sets are growing exponentially with the growth of the business and the capabilities offered. Processing this data and making it available for downstream applications such as ML, Analytics, Exploration etc. is crucial. Following the trend of running the services workload on Kubernetes, we built a data processing platform with Spark on Kubernetes as the backbone. This allowed us to reap all the benefits of well established processes for CI/CD, security and cluster management. With these we were able to reduce the cost footprint of our data processing jobs by 30%, while simultaneously increasing the speed to production.
Speakers
avatar for Nagaraj Janardhana

Nagaraj Janardhana

Software Engineer, Intuit
Nagaraj is Principal engineer at Intuit, Mountain View responsible for designing and developing ML and Featurization platforms. In the past he has been involved with developing Data Ingestion and Processing platforms, Identity and Subscription Platforms at Intuit. He has contributed... Read More →
avatar for Srivathsan Canchi

Srivathsan Canchi

Engineering Leader, ML Platform, Intuit
Srivathsan leads the machine learning platform engineering team at Intuit. The ML platform includes real-time distributed featurization, scoring and feedback loops. He has a breadth of experience building high scale mission critical platforms. Srivathsan also has extensive experience... Read More →

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Thursday August 20, 2020 17:20 - 17:55 CEST
InXpo https://onlinexperiences.com/Launch/Event.htm?ShowKey99259
  Machine Learning + Data