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Beyond CUDA
TensorWave
10 episodes
2 months ago
Beyond CUDA is where the future of AI infrastructure gets real. Hosted by Jeff Tatarchuk, co-founder of TensorWave, the show dives deep with the founders, developers, and investors redefining how AI is built and scaled. From bleeding-edge models to open-source breakthroughs, Jeff unpacks the tech, tactics, and people shaping what’s next—beyond the NVIDIA-dominated status quo.
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All content for Beyond CUDA is the property of TensorWave and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Beyond CUDA is where the future of AI infrastructure gets real. Hosted by Jeff Tatarchuk, co-founder of TensorWave, the show dives deep with the founders, developers, and investors redefining how AI is built and scaled. From bleeding-edge models to open-source breakthroughs, Jeff unpacks the tech, tactics, and people shaping what’s next—beyond the NVIDIA-dominated status quo.
Show more...
Technology
Business
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How dstack is Cutting GPU Cloud Costs 3–7x with Smarter Orchestration
Beyond CUDA
44 minutes
2 months ago
How dstack is Cutting GPU Cloud Costs 3–7x with Smarter Orchestration

How we cuts cloud GPU costs 3-7x! Andrey Chepstov - CEO @ dstack (https://dstack.ai) chats with Jeff Tatarchuk on open source AI & redefining infrastructure.

#AI #OpenSource #GPUs

00:29 - Intro and journey at JetBrains.  
09:02 - How was dstack born?  
13:14 - What are the challenges with Kubernetes?  
18:36 - What problems does dstack solve?  
26:21 - dstack roadmap and features.  
30:25 - Open source journey and community building.  
42:03 - What does Beyond CUDA mean?  


🌐 Connect with us:
https://www.linkedin.com/in/jtatarchuk/
https://www.linkedin.com/in/andrey-cheptsov

  • (00:00) - C2004 Andrey Cheptsov - Audio
  • (00:24) - Guest Introduction: Andre Cheep
  • (01:12) - Andre's Early Interest in Tech
  • (02:52) - Journey at JetBrains
  • (06:31) - Lessons from JetBrains
  • (09:14) - The Birth of DST Stack
  • (13:32) - Challenges with Kubernetes
  • (18:49) - DST Stack's Solutions and Vision
  • (24:12) - Challenges with Kubernetes and Market Dynamics
  • (24:53) - The Importance of Kubernetes in Cloud Services
  • (25:35) - Competing with Kubernetes: A New Approach
  • (26:54) - DST Stack Roadmap and Exciting Features
  • (27:20) - GPU Health Checks: A Game Changer
  • (30:41) - Open Source Journey and Community Building
  • (34:36) - Technical Challenges and Ecosystem Dynamics
  • (36:00) - Cost Efficiency and Surprising Use Cases
  • (39:50) - Future Plans and Community Involvement
  • (42:48) - Final Thoughts and Beyond CUDA
Beyond CUDA
Beyond CUDA is where the future of AI infrastructure gets real. Hosted by Jeff Tatarchuk, co-founder of TensorWave, the show dives deep with the founders, developers, and investors redefining how AI is built and scaled. From bleeding-edge models to open-source breakthroughs, Jeff unpacks the tech, tactics, and people shaping what’s next—beyond the NVIDIA-dominated status quo.