# Videos ## Introduction {% embed url="" %} What is Apache Pinot? {% endembed %} ## Operations {% embed url="" %} How to set up a Pinot cluster {% endembed %} {% embed url="" %} Apache Pinot on Kubernetes - A Practical Guide {% endembed %} ## Concepts ### Pinot Segment Lifecycle {% embed url="" %} Segment Assignment in OFFLINE tables {% endembed %} {% embed url="" %} Segment Assignment in REALTIME tables {% endembed %} ## Apache Pinot 101 Course A comprehensive video course from StarTree covering Pinot fundamentals, architecture, indexes, ingestion models, the multi-stage query engine, and upserts. Available at the [StarTree resources page](https://startree.ai/resources/welcome-to-apache-pinot-101/). ## Conference Talks and Meetups | Date | Title | | ---------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | 2025/03 | [SREcon25 Americas - Fully Automated HW SKU Selection System to Optimize Apache Pinot's Cost-to-Serve at LinkedIn](https://www.usenix.org/conference/srecon25americas/presentation/guo) | | 2024 | [SREcon24 Americas - Strengthening Apache Pinot's Query Processing Engine with Adaptive Server Selection and Runtime Query Killing](https://www.youtube.com/watch?v=3v3VgUS3nJQ) | | 2024/09 | [Azul Tech Talk - Big Data and Real-time Analytics with Apache Pinot](https://www.azul.com/webinar/big-data-and-real-time-analytics/) - Tim Berglund & Pratik Patel | | 2023 | [RTA Summit 2023 - Query Processing Resiliency in Pinot](https://www.youtube.com/watch?v=9BfJvu_HvdQ) - Vivek Iyer & Jia Guo (LinkedIn) | | 2023 | [GOTO Chicago - Introduction to Real-Time Analytics with Apache Pinot](https://gotochgo.com/2023/sessions/2512/introduction-to-real-time-analytics-with-apache-pinot) - Tim Berglund | | 2023 | [GOTO Copenhagen - Making Kafka Queryable with Apache Pinot](https://gotocph.com/2023/sessions/2900/making-kafka-queryable-with-apache-pinot) - Tim Berglund | | 2023 | [QCon London - Speed of Apache Pinot at the Cost of Cloud Object Storage with Tiered Storage](https://www.infoq.com/presentations/apache-pinot-cloud/) - Neha Pawar | | 2023 | [Current 2023 - Analytics: The Final Data Frontier](https://www.confluent.io/events/current/2023/analytics-the-final-data-frontier-or-why-users-need-your-data-and-how-pinot/) | | 2023 | [Data + AI Summit - Optimizing Speed and Scale of User-Facing Analytics Using Apache Kafka and Pinot](https://www.databricks.com/dataaisummit/session/optimizing-speed-and-scale-user-facing-analytics-using-apache-kafka-and-pinot) | | 2023/05/10 | [SF Meetup - Real-Time Analytics with Apache Pinot at Stripe and DoorDash](https://startree.ai/resources/full-meetup-doordash-stripe-startree) - Lakshmi Rao (Stripe), Will Gan (DoorDash) | | 2022 | [Current 2022 - Introduction to Apache Pinot](https://www.confluent.io/events/current/2022/introduction-to-apache-pinot/) - Tim Berglund | | 2022 | [Kafka Summit London - Enabling Product Personalisation Using Apache Kafka, Apache Pinot and Trino](https://www.confluent.io/events/kafka-summit-london-2022/enabling-product-personalisation-using-apache-kafka-apache-pinot-and-trino/) | | 2021 | [Kafka Summit Europe - Analyzing Petabyte Scale Financial Data with Apache Pinot and Apache Kafka](https://www.confluent.io/events/kafka-summit-europe-2021/analyzing-petabyte-scale-financial-data-with-apache-pinot-and-apache-kafka/) - Xiaoman Dong & Joey Pereira (Stripe) | | 2021 | [Kafka Summit Europe - From Events to Blazing-Fast Analytics](https://www.confluent.io/events/kafka-summit-europe-2021/look-how-easy-it-is-to-go-from-events-to-blazing-fast-analytics/) - Neha Pawar | | 2021 | [Kafka Summit APAC - Real-time Analytics with Upsert Using Apache Kafka and Apache Pinot](https://www.confluent.io/events/kafka-summit-apac-2021/real-time-analytics-with-upsert-using-apache-kafka-and-apache-pinot/) - Yupeng Fu (Uber) | | 2021 | [InfoQ - Building Latency Sensitive User Facing Analytics via Apache Pinot](https://www.infoq.com/presentations/low-latency-high-throughput/) - Chinmay Soman (Uber) | | 2020/09/02 | [Apache Pinot Virtual Meetup at LinkedIn (Sep 02, 2020)](https://www.youtube.com/watch?v=FjTjGxrgAoY\&list=PLihIrF0tCXddhXkQdAdnmfs8FtYMfrbTl) | | 2020/08/25 | [Kafka Summit: Apache Pinot Case Study](https://www.confluent.io/resources/kafka-summit-2020/apache-pinot-case-study-building-distributed-analytics-systems-using-apache-kafka/) | | 2019/06/23 | [Building Real-Time Analytics Applications Using Apache Pinot](https://www.youtube.com/watch?v=mOzjVRf0yt4\&t=1s) | | 2019/04 | [Data Council SF - Building Real-Time Analytics Applications Using Apache Pinot](https://www.conferencecast.tv/talk-24033-building-real-time-analytics-applications-using-apache-pinot) - Kishore Gopalakrishna | | 2019/03/27 | [Supercharged OLAP", a Big Data meetup focused on the LinkedIn analytics stack of Pinot and Presto.](https://www.youtube.com/watch?v=CDEkxaEJbgs) - Keynote: Shirshanka Das - [4:23](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=263s) - Architecture Overview: Neha Pawar and Jackie Jiang - [22:20](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=1340s) - LinkedIn TalentInsights Powered by Pinot: Manzar Kazi and Sunitha Beeram - [34:40](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=2080s) - Presto: Shardool - [52:00](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=3120s) - Microsoft Teams and Pinot: Vish Balasubramaniam - [1:14:50](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=4490s) - The Journey Towards Pinot: Ananth Packkildurai - [1:29:24](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=5364s) - Closing Remarks: Ravi Aringunram - [1:43:17](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=6197s) - Q\&A - [1:48:45](https://www.youtube.com/watch?v=CDEkxaEJbgs\&t=6525s) | | 2018/11/21 | [Scaling the wall of real-time analytics with Pinot](https://www.youtube.com/watch?v=XhwnGhpcC60) | | 2018/06/05 | [Uber Tech Day: Powering Real-time Analytics at Uber](https://www.youtube.com/watch?v=PKc-RdrW8Ec) | | 2017/04/26 | [Pinot: Near Real-time Analytics @ Uber](https://www.youtube.com/watch?v=evmXXZ2N1bY\&t=17s) | ## Podcasts * [Data Engineering Podcast, Episode 273 - Accelerate Your Embedded Analytics With Apache Pinot](https://www.dataengineeringpodcast.com/pinot-embedded-analytics-episode-273/) - Kishore Gopalakrishna & Xiang Fu * [The Data Stack Show - Building Pinot for Real-Time, Interactive User Analytics](https://datastackshow.com/podcast/building-pinot-for-real-time-interactive-user-analytics-with-kishore-gopalakrishna-of-startree/) - Kishore Gopalakrishna (StarTree) * [Developer Voices - How Apache Pinot Achieves 200,000 Queries Per Second](https://podcasts.apple.com/us/podcast/how-apache-pinot-achieves-200-000-queries-per-second/id1687271887) * [Open Source Data Podcast - Apache Pinot and Real-Time Analytics with Neha Pawar](https://podcasts.apple.com/us/podcast/apache-pinot-and-real-time-analytics-with-neha-pawar/id1530428904) ## Online Courses * [Apache Pinot 101 (StarTree)](https://startree.ai/resources/welcome-to-apache-pinot-101/) - Free course covering Pinot fundamentals * [Apache Pinot: A Hands on Course (Udemy)](https://www.udemy.com/) - Hands-on course covering cluster setup, Kafka integration, ingestion, and indexing * [Realtime Analytics with Apache Pinot and Apache Flink (Udemy)](https://www.udemy.com/) - Covers Pinot-Flink integration