Demystifying datapath accelerator enhanced off-path smartnic

X Chen, J Zhang, T Fu, Y Shen, S Ma… - 2024 IEEE 32nd …, 2024 - ieeexplore.ieee.org
Network speeds grow quickly in the modern cloud, so SmartNICs are introduced to offload
network processing tasks, even application logic. However, typical multicore SmartNICs …

DPDPU: Data Processing with DPUs

J Hu, PA Bernstein, J Li, Q Zhang - arxiv preprint arxiv:2407.13658, 2024 - arxiv.org
Improving the performance and reducing the cost of cloud data systems is increasingly
challenging. Data processing units (DPUs) are a promising solution, but utilizing them for …

Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores

D Petrescu, A Guirguis, DL Quoc, J Picorel… - Proceedings of the …, 2024 - dl.acm.org
Storage disaggregation underlies today's cloud and is naturally complemented by pushing
down some computation to storage, thus mitigating the potential network bottleneck between …