4 citations · 5 across the 4 of their papers we have counts for
4 papers
Towards Topology-Aware Very Large-Scale Photonic AI Accelerators
Belal Jahannia, Abdolah Amirany, Hamed Dalir
The rapid growth of deep neural networks (DNNs) has exposed fundamental limitations in electronic accelerators, where data movement dominates energy consumption, commonly referred…
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration
HamidReza Imani, Jiaxin Peng, Peiman Mohseni +2
The deployment of mixture-of-experts (MoE) large language models (LLMs) presents significant challenges due to their high memory demands. These challenges become even more pronounc…
Mixture of Experts with Mixture of Precisions for Tuning Quality of Service
HamidReza Imani, Abdolah Amirany, Tarek El-Ghazawi
The increasing demand for deploying large Mixture-of-Experts (MoE) models in resource-constrained environments necessitates efficient approaches to address their high memory and co…
Low-Cost Implementation of Bilinear and Bicubic Image Interpolation for Real-Time Image Super-Resolution
Donya Khaledyan, Abdolah Amirany, Kian Jafari +3
Super-resolution imaging (S.R.) is a series of techniques that enhance the resolution of an imaging system, especially in surveillance cameras where simplicity and low cost are of…