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Uber Open is a one-day summit for developers and community leaders advancing open source collaboration and innovation at scale. Featuring over 15 talks and workshops delivered by the technologists building and using some of Uber’s most popular open source projects, Uber Open will showcase how these technologies are driving the future of data visualization, artificial intelligence, site reliability, and more. RSVP and more information here:  Uber Open 2018.


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Big Data [clear filter]
Thursday, November 15
 

3:15pm PST

Scaling Uber's Big Data Platform
Uber’s mission is to ignite opportunities by setting the world in motion. To fulfill this mission, Uber relies heavily on making data-driven decisions in every product area and we need to store and process an ever-increasing amount of data, in addition to providing faster, more reliable, and more-performant access. This talk will reflect on the challenges faced with scaling Uber’s Big Data Platform to ingest, store, and serve 100+ PB of data with minute level latency while efficiently utilizing our hardware.

Speakers
avatar for Danny Chen

Danny Chen

Engineering Manager, Uber
Danny is the co-creator & co-architect for the open-sourced Marmaray Hadoop ingestion/dispersal framework. Danny currently leads the Hadoop Data Ingestion & Monitoring team focused on building out scalable systems to manage the ingestion of an increasing amount of raw data into Uber's... Read More →
avatar for Abhi Khune

Abhi Khune

Engineering Director, Uber
Abhi leads the Big Data team at Uber. His team is responsible for ingesting, storing, processing and surfacing data and insights for all of Uber’s diverse data analytics and ML requirements. His team utilizes and contributes to a variety of open source systems such as Apache Spark... Read More →
avatar for Ekanth Sethuramalingam

Ekanth Sethuramalingam

Engineer, Uber
Ekanth leads efficiency initiatives inside Uber's data infrastructure teams. Ekanth is passionate about building platforms and systems that make infra very accessible to users. Prior to Uber, Ekanth was at AWS where he built and launched two new services from ground up. He has also... Read More →
avatar for Reza Shiftehfar

Reza Shiftehfar

Engineering Manager, Uber Technologies Inc
Reza Shiftehfar currently leads Uber’s Hadoop Platform team. His team helps build and grow Uber’s reliable and scalable Big Data platform that serves petabytes of data utilizing technologies such as Apache Hadoop, Apache Hive, Apache Kafka, Apache Spark, and Presto. Reza is one... Read More →


Thursday November 15, 2018 3:15pm - 4:00pm PST
Gate Room

4:00pm PST

Data Agility - A Journey to Advanced Analytics and Machine Learning at Scale
Uber’s Data Science Workbench enables engineers to make iterative machine learning and deep learning training seamless on single nodes distributed across our Big Data and GPU clusters, and analyze, visualize, and productionize data analytics jobs and ML models. This talk will walk you through the typical workflow of a data analyst at Uber, how they leverage Big Data for ad hoc and experimental analysis, discover datasets, run interactive queries against our petabyte scale data lake, and prepare data for advanced analytics and machine learning.

Speakers
avatar for Zhongting Hu

Zhongting Hu

Software Engineer, Uber
Software Engineer in Uber Presto Team. Managing and optimizing Uber Presto Infrastructure, Security, Presto Proxy Layer.
avatar for Hari Subramanian

Hari Subramanian

Engineering Manager, Uber
Hari Subramanian leads several efforts within Uber data infrastructure including building a highly scalable cross-datacenter data processing layer using Apache Spark and SQL analytics-as-a-Service using Apache Hive. He also works in the intersection of infrastructure, machine learning... Read More →


Thursday November 15, 2018 4:00pm - 4:45pm PST
Gate Room