Session: Maximizing efficiency by templating Glue jobs and serverless architecture in Hudi data lakes

Soumil Shah, Data Engineering Team Lead @ JobTarget

By combining the power of templated Glue jobs and a serverless architecture within Hudi data lakes, this project revolutionizes how organizations handle large volumes of data. In this project, we explore the challenges of data lake management and introduce a solution that leverages the flexibility of Glue jobs to automate data ingestion, transformation, and loading tasks. The templated approach significantly reduces the effort required to manage complex ETL processes.

Additionally, the project incorporates a serverless architecture, minimizing operational overhead and costs associated with traditional infrastructure management. This approach not only streamlines data processing but also ensures scalability, fault tolerance, and high availability.

Through practical examples, source code, and architectural insights, this project equips data engineers and architects with the knowledge and tools to implement these techniques in their own data lake ecosystems. Attendees will learn how to maximize efficiency, optimize ETL workflows, and harness the full potential of Hudi data lakes, ultimately improving their organization's data management capabilities.

Interested in diving deeper?

This blog covers Apache Hudi's native integrations across all AWS services: https://www.onehouse.ai/blog/apache-hudi-native-aws-integrations
This whitepaper covers how to build an open data architecture that brings analytics-ready data to EMR, Athena, Glue, and Redshift: https://www.onehouse.ai/whitepaper/onehouse-universal-data-lakehouse-whitepaper

Where & when?

Open Source Data Summit 2025 will be held on October 8th, 2025.

What is the cost of access to the live virtual sessions?

OSDS is always free and open for all to attend.

What is Open Source Data Summit?

OSDS is a peer-to-peer gathering of data industry professionals, experts, and enthusiasts to explore the dynamic landscape of open source data tools and storage.

The central theme of OSDS revolves around the advantages of open source data products and their pivotal role in modern data ecosystems.

OSDS is the annual peer hub for knowledge exchange that fosters a deeper understanding of open source options and their role in shaping the data-driven future.

Who attends OSDS?

OSDS is attended by data engineers, data architects, developers, DevOps practitioners and managers, and data leadership.

Anyone who is looking for enriched perspectives on open source data tools and practical insights to navigate the evolving data landscape should attend this event.

On October 2nd, 2024 we convened for discussions about:

Benefits of open source data tools
Cost/performance trade-offs
Building data storage solutions
Challenges surrounding open source data tool integration
Solutions for the cost of storing, accessing, and managing data
Data streams and ingestion
Hub-and-spoke data integration models
Choosing the right engine for your workload

Are you interested in speaking or sponsoring the next Open Source Data Summit?

Submit a talk proposal here or reach out to astronaut@solutionmonday.com.

Register for on-demand access to the OSDS 2024 sessions and announcements about OSDS 2025

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