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Tuesday November 12, 2024 2:10pm - 2:35pm MST
Atlan is a collaborative workspace for data teams that offers functionality like metadata cataloging and data lineage amongst others. Atlan provides connector integrations which ingest metadata from various data sources. As the data estate volume hit a massive scale, the platform encountered performance drags with ETL pipelines impacting resiliency, processing runtimes and efficiency. The existing architecture suffered pipeline failures encompassing computation and storage exhaustion, and parallel and concurrent processing pit-falls with troubling spikes in workflow failure rates. In this talk, Satabrata and Nishchith will share how they leveraged Argo’s parallelization techniques with robust re-try mechanisms and effective artifactory loading to ingest 100 Million assets achieving a 450% reduction in processing time. This improvisation also helped them process 3 Million SQL Queries in just 2 hours reducing overall pipeline runtime by 50% and having Argo-powered horizontal scale-out.
Speakers
avatar for Satabrata Paul

Satabrata Paul

Software Engineer II, Atlan
Satabrata Paul is a seasoned Data Engineer specializing in Backend Systems and CI/CD methodologies to optimize connector integrations for robust data cataloging. At Atlan, he is a part of the Metadata Marketplace team crafting solutions for data asset discovery and lineage. Satabrata... Read More →
avatar for Nishchith Shetty

Nishchith Shetty

Software Engineer, Platform Team, Atlan
Nishchith Shetty is a Software Engineer, part of the Platform Engineering Team at Atlan. He currently lives in San Jose, California. In the past, he has contributed to several open-source projects like Numaflow, CLTK, ScanCode, and Linux Foundation. Nishchith recently graduated from... Read More →
Tuesday November 12, 2024 2:10pm - 2:35pm MST
Salt Palace | Level 2 | 254 B
  ArgoCon, Data Processing
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