# 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 --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.pinot.apache.org/resources/videos.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.