all AI news
Do not Vertical Scale a GPU Instance
DEV Community dev.to
The artificial intelligence, machine learning, and generative AI application's growth have swelled the demand for high-performance GPU workloads. To fulfill these needs, cloud services have introduced a broad range of instances to fulfill diverse needs. For many vertical scaling has been an quick fix to increase computational power by replacing a smaller instance with a more powerful one. However, this methodology might be less effective, or even pointless for GPU-intensive workloads.
Understanding GPU Workloads
GPUs are designed for high-speed mathematical …
ai application application artificial artificial intelligence aws cloud cloudcomputing cloud services computational demand diverse generative gpu growth instance instances intelligence machine machine learning performance power scale scaling services workloads