• Real-Time Analytics... Supercharging AI and Observability with StarTree | Episode #97

  • 2025/04/07
  • 再生時間: 41 分
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Real-Time Analytics... Supercharging AI and Observability with StarTree | Episode #97

  • サマリー

  • Did you know every time you order food, book a ride, or even check who viewed your profile, real-time analytics is powering your experience behind the scenes?

    In this episode of Great Things with Great Tech, we dive deep into the power of real-time analytics with Kishore Gopalakrishna, CEO and Co-founder of StarTree. StarTree leverages Apache Pinot, a high-performance real-time analytics database, revolutionizing how leading companies like Uber, LinkedIn, Walmart, and Etsy provide instant insights and personalized experiences at massive scale.

    Kishore shares his journey from a gaming enthusiast fascinated by distributed systems to building mission-critical platforms at Yahoo and LinkedIn, eventually creating Apache Pinot. Discover how StarTree is powering billions of real-time queries per week, enabling businesses to enhance customer interactions, optimize operational decisions, and supercharge modern AI and observability.


    Key Takeaways:

    • How real-time analytics transform industries, enabling instantaneous insights and rapid decision-making.
    • The evolution from traditional databases to highly efficient columnar, real-time analytics systems.
    • Real-world applications of Apache Pinot, from consumer apps to enterprise observability and operational excellence.
    • How real-time data is accelerating innovations in AI, specifically through Real-Time Retrieval-Augmented Generation (RAG).
    • The future of analytics: seamless data ingestion, enhanced concurrency, and the growing demand for sub-second response times.


    Links & Resources:

    Web StarTree: https://startree.ai

    Kishore Gopalakrishna on LinkedIn: https://www.linkedin.com/in/kgopalak/

    Apache Pinot: https://pinot.apache.org


    ☑️ Support the Channel: ⁠⁠⁠https://ko-fi.com/gtwgt⁠⁠⁠

    ☑️ Be on #GTwGT: Contact via Twitter @GTwGTPodcast or ⁠⁠visit https://www.gtwgt.com⁠⁠

    ☑️ Subscribe to YouTube: ⁠⁠https://www.youtube.com/@GTwGTPodcast?sub_confirmation=1⁠⁠

    Check out the full episode on our platforms:

    Spotify: ⁠⁠https://open.spotify.com/episode/2l9aZpvwhWcdmL0lErpUHC?si=x3YOQw_4Sp-vtdjyroMk3Q⁠⁠

    Apple Podcasts: ⁠⁠https://podcasts.apple.com/us/podcast/darknet-diaries-with-jack-rhysider-episode-83/id1519439787?i=1000654665731⁠⁠

    Follow Us:

    Website: https://gtwgt.com

    Twitter: https://twitter.com/GTwGTPodcast

    Instagram: https://instagram.com/GTwGTPodcast

    ☑️ Music: https://www.bensound.com

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あらすじ・解説

Did you know every time you order food, book a ride, or even check who viewed your profile, real-time analytics is powering your experience behind the scenes?

In this episode of Great Things with Great Tech, we dive deep into the power of real-time analytics with Kishore Gopalakrishna, CEO and Co-founder of StarTree. StarTree leverages Apache Pinot, a high-performance real-time analytics database, revolutionizing how leading companies like Uber, LinkedIn, Walmart, and Etsy provide instant insights and personalized experiences at massive scale.

Kishore shares his journey from a gaming enthusiast fascinated by distributed systems to building mission-critical platforms at Yahoo and LinkedIn, eventually creating Apache Pinot. Discover how StarTree is powering billions of real-time queries per week, enabling businesses to enhance customer interactions, optimize operational decisions, and supercharge modern AI and observability.


Key Takeaways:

  • How real-time analytics transform industries, enabling instantaneous insights and rapid decision-making.
  • The evolution from traditional databases to highly efficient columnar, real-time analytics systems.
  • Real-world applications of Apache Pinot, from consumer apps to enterprise observability and operational excellence.
  • How real-time data is accelerating innovations in AI, specifically through Real-Time Retrieval-Augmented Generation (RAG).
  • The future of analytics: seamless data ingestion, enhanced concurrency, and the growing demand for sub-second response times.


Links & Resources:

Web StarTree: https://startree.ai

Kishore Gopalakrishna on LinkedIn: https://www.linkedin.com/in/kgopalak/

Apache Pinot: https://pinot.apache.org


☑️ Support the Channel: ⁠⁠⁠https://ko-fi.com/gtwgt⁠⁠⁠

☑️ Be on #GTwGT: Contact via Twitter @GTwGTPodcast or ⁠⁠visit https://www.gtwgt.com⁠⁠

☑️ Subscribe to YouTube: ⁠⁠https://www.youtube.com/@GTwGTPodcast?sub_confirmation=1⁠⁠

Check out the full episode on our platforms:

Spotify: ⁠⁠https://open.spotify.com/episode/2l9aZpvwhWcdmL0lErpUHC?si=x3YOQw_4Sp-vtdjyroMk3Q⁠⁠

Apple Podcasts: ⁠⁠https://podcasts.apple.com/us/podcast/darknet-diaries-with-jack-rhysider-episode-83/id1519439787?i=1000654665731⁠⁠

Follow Us:

Website: https://gtwgt.com

Twitter: https://twitter.com/GTwGTPodcast

Instagram: https://instagram.com/GTwGTPodcast

☑️ Music: https://www.bensound.com

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