2 papers
cs.LG2024
EdgeRAG: Online-Indexed RAG for Edge Devices
Korakit Seemakhupt, Sihang Liu, Samira Khan
Deploying Retrieval Augmented Generation (RAG) on resource-constrained edge devices is challenging due to limited memory and processing power. In this work, we propose EdgeRAG whic…
cs.CE2022
NearPM: A Near-Data Processing System for Storage-Class Applications
Yasas Seneviratne, Korakit Seemakhupt, Sihang Liu +1
Persistent Memory (PM) technologies enable program recovery to a consistent state in a case of failure. To ensure this crash-consistent behavior, programs need to enforce persist o…