Databases for AI Workloads

Infinite Curiosity Pod with Prateek Joshi

Kandungan disediakan oleh Prateek Joshi. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Prateek Joshi atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

8M ago 37:29

MP3•Laman utama episod

Tim Tully is a partner at Menlo Ventures, a VC firm that has invested in companies like Uber, Anthropic, Pinecone, Benchling, Chime, Carta, Recursion, and more. He was previously the CTO of Splunk, a publicly traded company that was acquired by Cisco for $28 billion. Prior to that, he was the VP of Engineering at Yahoo for 14 years.
Tim's favorite book: Infinite Jest (Author: David Foster Wallace)
(00:01) Introduction
(00:07) Evolution of Databases
(03:17) Enduring Business Models in Data Management
(04:41) Challenges and Trade-offs in Database Choices
(06:20) Modern Database Architecture
(09:06) Separation of Storage and Compute
(10:35) Role of Indexing in LLM Applications
(13:20) Handling Different Types of Data in Databases
(14:50) Distributed Databases Explained
(16:20) Real-time Data Handling and Requirements
(18:53) Architecting Data Infrastructure for AI
(21:29) ETL in Modern Data Infrastructure
(24:53) AI's Role in Database Optimization
(27:17) Network Architecture
(30:13) Hardware Improvements and Database Performance
(33:35) Technological Breakthroughs and Investment Opportunities
(35:11) Rapid Fire Round
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Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi

167 episod

#Tech #Prateek Joshi