2 papers
cs.LG2025
DILEMMA: Joint LLM Quantization and Distributed LLM Inference Over Edge Computing Systems
Minoo Hosseinzadeh, Hana Khamfroush
With a recent trend of using Large Language Models (LLMs) for different applications within smart cities, there is a need for pushing these models toward the edge of network while…
cs.DC2020
Optimal Accuracy-Time Trade-off for Deep Learning Services in Edge Computing Systems
Minoo Hosseinzadeh, Andrew Wachal, Hana Khamfroush +1
With the increasing demand for computationally intensive services like deep learning tasks, emerging distributed computing platforms such as edge computing (EC) systems are becomin…