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Mayank Bansal

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Uber's Failover Architecture: Reconciling Reliability and Efficiency in Hyperscale...NSDI '262026-05-04
Claims a shift from uniform 2× regional provisioning to a differentiated model that cuts steady‑state from 2× to 1.3×, raises utilization from ~20% to ~30%…
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Kubernetizing Big Data and ML Workloads at UberKubeCon + CloudNativeCon North America 20192019-11-18
Uber plans to move Hive/Spark workloads off YARN to Kubernetes to save millions by co‑locating BigData/ML and microservices, and re‑architects Peloton as…
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Teaching a Car to Drive Itself by Imitation and ImaginationGoogle I/O 20192019-05-07
ChauffeurNet trains a convolutional RNN on a top‑down 80×80 m representation and 26 million examples to output waypoint trajectories; open‑loop metrics look…
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