We're thrilled to invite you to an evening focused on the practical, real-world use of Apache Iceberg and the growing ecosystem around it.
Hosted by [Starburst](https://www.starburst.io/blog/iceberg-v3/), [Confluent](https://www.confluent.io/), and [VeloDB](https://www.velodb.io/) at the [CACIB](https://www.ca-cib.com/en) offices in Singapore.
Join us to discuss and learn how modern analytics is being built on top of Apache Iceberg with technologies like [Trino ](https://trino.io/)and Apache Kafka and Flink.

Whether you're running Iceberg in production, exploring new architectures, or looking to connect with others solving similar data challenges, this is a great opportunity to learn and collaborate over snacks and drinks!

The full Agenda will be published soon!
**Seats are limited — please RSVP to secure your spot.**
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[Join the Community newsletter ](https://www.starburst.io/info/newsletter/?utm_medium=event&utm_source=meetup&utm_campaign=APAC-FY26-Q4-CM-Singapore-Meetup&utm_content=meetup)and get Chance to win a very cool T shirt>
[Explore the role that Apache Iceberg is playing in analytics and AI >](https://www.starburst.io/blog/apache-iceberg/)

Trino by Starburst - Singapore Meetup Group

Starburst Open Source

Yarden Rokach

Sandeep Devarapalli

Nitin Waghulde

Partha N

Data on the Rocks - Apache Iceberg Community Meetup

Mapletree business city multipurpose hall

We’re excited to invite you to a **Trino Meetup at Razorpay in Bangalore**, bringing together top-tier companies to share how they use Trino to elevate their analytics and unlock fast, scalable access to their data.

* Hear real-world stories and best practices from **Starburst, Adobe, Paytm and Razorpay** and connect with fellow data engineers, practitioners, and community members.
Join us for a day of great talks, great company, and lunch!

Agenda will be published soon, stay tuned!

Seats are limited, RSVP to secure your spot!
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**Want to win our super-cool Community T-shirt?**
[Sign up ](https://www.starburst.io/info/newsletter/?utm_medium=event&utm_source=meetup&utm_campaign=APAC-FY27-Q1-CM-Trino-Meetup-Bangalore-2026&utm_content=Community-newsletter)for our newsletter for a chance to win!

Trino by Starburst - Bangalore Meetup Group

Purushotham Pushpavanthar

Manoharan.P

Siddharth Mishra

Kishore V

Palash Goel

Trino Bangalore Meetup

Razorpay

Online meetup for data engineers and SREs about a high-throughput Kafka-to-Iceberg ingestion pipeline, delivering 100 GB/s throughput for real-time analytics.

Join us for a focused, 45-minute online meetup which we’ll walk through our architecture, the key design decisions, and the lessons learned in building for scale. The result: a fully managed, easy-to-operate system benchmarked at 100 GB/s throughput, delivering cost-effective, near-real-time ingestion with exceptional query performance.

***

**From Kafka to Iceberg: High-Throughput Ingestion at Starburst**
Real-time analytics is critical for modern businesses — but bridging the gap between fast-moving Kafka streams and query-ready lakehouse tables remains a complex challenge. At Starburst, we encountered this firsthand while ingesting our internal telemetry data into Iceberg tables. Existing solutions fell short, plagued by issues such as lack of exactly-once guarantees, limited scalability, head-of-line blocking, small file proliferation, and high operational overhead and cost.

This prompted us to rethink streaming ingestion from the ground up. Our goal was a fully managed, highly available system that makes data actionable within minutes, optimized for both performance and usability. We designed and built a custom Kafka-to-Iceberg ingestion service that directly writes data in Iceberg format with strong guarantees, minimal latency, and continuous data maintenance for optimal query performance. Along the way, we developed novel techniques — such as Iceberg-aware commit coordination and adaptive Kafka consumer assignment — to overcome typical ingestion bottlenecks and deliver best-in-class price/performance.

Speaker: [Lakshmikant (Pachu) Shrinivas](https://www.linkedin.com/in/lshrinivas/overlay/photo/), Staff Software Engineer at Starburst, hosted by [Lester Martin](https://www.linkedin.com/in/lestermartin/), Developer Advocate at Starburst.

Trino by Starburst - Boston Meetup Group

Lester Martin

Alice Richardson

Taha Kadado

CJ Peden

Leo Brukman

Ruth Kurniawati

From Kafka to Iceberg: High-Throughput Ingestion at Starburst

Online event

trino-by-starburst-community

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{PRO_NETWORK_NAME} est sur Meetup Pro avec plus de {PRO_MEMBER_COUNT} membres sur {PRO_GROUP_COUNT} Meetups dans le monde entier. Meetup Pro est l'outil professionnel de choix pour organiser et déployer un réseau d'utilisateurs, de partenaires, de contributeurs et de membres.

Trino by Starburst Meetup Groups bring together data engineers and developers to explore Trino, open-source SQL, AI, Apache Iceberg and the ecosystem around fast, federated analytics.

Expect hands-on talks, real-world architectures, and deep dives into query performance, data lakes, connectors, and more.

Want to present, host, or suggest a topic? Reach out at meetup@starburstdata.com 
To learn more about Starburst and explore resources visit our Dev Center : https://devcenter.starburst.io/

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