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Real Time Data Analytics @ Uber Ankur Bansal November 14, 2016 About Me ● Sr. Software Engineer, Streaming Team @ Uber ○ Streaming team supports platform for real time data analytics: Kafka, Samza, Flink, Pinot.. and plenty more ○ Focused on scaling Kafka at Uber’s pace ● Staff software Engineer @ Ebay ○ Build & scale Ebay’s cloud using openstack ● Apache Kylin: Committer, Emeritus PMC Agenda ● Real time Use Cases ● Kafka Infrastructure Deep Dive ● Our own Development: ○ Rest Proxy & Clients ○ Local Agent ○ uReplicator (Mirrormaker) ○ Chaperone (Auditing) ● Operations/Tooling Important Use Cases Real-time Price Surging Stream Rider eyeballs KAFKA Processing SURGE MULTIPLIERS Open car information Real-time Machine Learning - UberEats ETD ● Fraud detection ● Share my ETA And many more ... Apache Kafka is Uber’s Lifeline DATA CONSUMERS Kafka ecosystem @ Uber Mobile App DATA PRODUCERS Debugging RIDER APP Real-time, Fast Analytics DRIVER APP Alerts, REAL-TIME PIPELINE Dashboards API / SERVICES DISPATCH (gps logs) BATCH PIPELINE Applications Data Science Mapping & Logistic Ad-hoc exploration Analytics Reporting

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Ankur Bansal Build & scale Ebay's cloud using openstack Kafka Proxy Server Topic Discovery . Ack before produce (ack'ed != committed).

Uber - Your Realtime Data Pipeline is Arriving Now! PDF

71 Pages·2012·2.07 MB·English

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About Uber - Your Realtime Data Pipeline is Arriving Now!

Ankur Bansal Build & scale Ebay's cloud using openstack Kafka Proxy Server Topic Discovery . Ack before produce (ack'ed != committed).

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Author:	Unknown
Publication Year:	2012
Pages:	71
Language:	English
File Size:	2.07
Format:	PDF
Price:	FREE

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