In response to innovations in machine learning (ML) models, production workloads changed
radically and rapidly. TPU v4 is the fifth Google domain specific architecture (DSA) and its …

We describe our experience develo** what we believe to be the world's first large-scale
production deployments of lightwave fabrics used for both datacenter networking and …

Edge Intelligence (EI) offers an attractive approach for local AI processing at the network
edge for privacy protection and reduced transmission, but deploying resource-intensive …

Prevalent large transformer models present significant computational challenges for
resource-constrained devices at the Edge. While distributing the workload of deep learning …

Neural Architecture Search (NAS) has demonstrated its efficacy in computer vision and
potential for ranking systems. However, prior work focused on academic problems, which …

The artificial intelligence (AI) revolution represents a significant chapter in the evolution of
computer science, transforming a broad range of sectors with applications in image …

Kebakaran hutan dan lahan merupakan masalah serius yang dapat merusak ekosistem,
mengancam satwa liar, dan menyebabkan kerugian ekonomi. Penelitian ini bertujuan untuk …

One promising way to accelerate transformer training is to reuse small pretrained models to
initialize the transformer, as their existing representation power facilitates faster model …