Deploy AI Infrastructure in 2025: Serverless GPUs, Autoscaling, Scale-to-Zero, and More!
Blog post from Koyeb
In 2024, the serverless platform Koyeb significantly advanced its capabilities, offering improved application deployment for developers and businesses by introducing features such as serverless GPUs, autoscaling, scale-to-zero, and faster deployments. The platform's enhancements include high-performance GPUs for AI workloads, global deployment in over 10 regions, and an optimized networking stack that accelerates deployment times by 70%. Koyeb also launched a Startup Program providing up to $30k in credits for new companies, alongside tailored Pro and Scale plans for growing teams. Additionally, Koyeb introduced a revamped dashboard and a one-click deployment catalog featuring state-of-the-art AI models, all aimed at simplifying and enhancing the user experience. As the company looks towards 2025, it plans to introduce further innovations such as new accelerators, advanced networking features, and additional functionalities for data volumes and snapshots, ensuring a seamless and efficient serverless experience.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Serverless | 17 | 630 | 162 | 91 | -23% |
| AI Model Fine-tuning | 3 | 1,019 | 185 | 93 | +66% |
| LLM | 3 | 4,651 | 531 | 179 | +51% |
| Observability | 3 | 1,252 | 341 | 119 | -31% |
| AI Agents | 1 | 1,305 | 257 | 120 | +4% |
| Developer Experience | 1 | 458 | 191 | 107 | +30% |
| Real-time | 1 | 4,520 | 1,011 | 247 | +26% |
| Zero Trust | 1 | 111 | 37 | 26 | +85% |
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