1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.PF2025
Dissecting Embedding Bag Performance in DLRM Inference
Chandrish Ambati, Jing Ding, Trung Diep
As the size of DLRMs gets larger, the models must be partitioned across multiple GPUs or nodes of GPUs due to the size limitation of total HBM memory that can be packaged in a GPU.…
cs.PF2025
AMD MI300X GPU Performance Analysis
Chandrish Ambati, Trung Diep
The rapid growth of large language models (LLMs) has driven the need for high-performance, scalable GPU hardware capable of efficiently serving models with hundreds of billions of…
cs.PF2025★ 1 cited
Photonic Fabric Platform for AI Accelerators
Jing Ding, Trung Diep
This paper presents the Photonic FabricTM and the Photonic Fabric ApplianceTM (PFA), a photonic-enabled switch and memory subsystem that delivers low latency, high bandwidth, and l…