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22 Apr, 13:47
Google Cloud partnership expands AI compute ecosystem reach
Bullish+15.61%
AI Summary
The author presents a bullish view on AI infrastructure companies benefiting from the CoreWeave-Google Cloud partnership and the trend toward open cloud environments replacing walled gardens.
CoreWeave and Google Cloud announced compute interconnectivity today, solving resource mismatch issues caused by computing silos faced by enterprises.
The technical pillar of this partnership is CoreWeave Interconnect. Directly connected via fiber optic network to Google's global network, supplemented with MACsec hardware encryption technology, achieving low-latency, high-security data transmission.
Most noteworthy is its patented technology LOTA Cross-Cloud (Local Object Transfer Accelerator). It directly throughputs data to GPU nodes (up to 7 GB/s per card), which not only solves the latency problem of cross-cloud transmission but also eliminates high Egress Fees from a business logic perspective.
This model provides developers with a flexible integrated approach:
Training side: Utilize CoreWeave's extremely vertical, high-performance GPU clusters (such as H100/B200) for large-scale model training.
Inference and Ecosystem side: Trained models can seamlessly leverage Google Cloud's data lake, GKE container services, or global distribution network for commercial inference.
Business Impact: CoreWeave's penetration will surge
This partnership will significantly increase CoreWeave's market share:
Reduce decision risk: CoreWeave transforms from an "external third-party platform" to a "high-performance computing plugin" within the Google ecosystem, greatly lowering the psychological barrier for enterprise migration.
Acquire incremental customers: Existing Google Cloud users previously limited by data transfer costs and complex configurations can now use CoreWeave's computing resources more smoothly.
Hardware Certainty: As a core partner of Nvidia, CoreWeave's advantage in new GPU supply will be absorbed by the market faster through Google's channels.
From the cooperation between AWS, Google Cloud, and CoreWeave, it can be seen that, in the situation where computing resources are extremely tight, "open cloud environments" are replacing the early "walled gardens". For suppliers possessing computing power, interconnecting their compute resources with giants based on different models is highly likely.
Disclaimer: I hold stocks mentioned in the article, views are biased, not investment advice dyor