Artificial intelligence has been bottlenecked less by raw compute than by how quickly models can move data in and out of memory. A new generation of memory-centric designs is starting to change that, ...

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Abstract: Resource underutilization has troubled data centers for several decades. On the CPU front, live migration plays a crucial role in reallocating CPU resources. Nevertheless, contemporary ...

Abstract: The attention mechanism has become increasingly popular due to its ability to capture complex dependencies, enabling models like transformers to achieve remarkable performance in large ...