2 papers
cs.AR2026
RecFlash: Fast Recommendation System on In-Storage Computing with Frequency-Based Data Mapping
Jangho Baik, Sunghyun Kim, Gisan Ji +2
Recommendation system has gained a large popularity for a variety of personalized suggestion tasks, but the ever-increasing number of user data makes real-time processing of recomm…
cs.AR2025
Dissecting and Re-architecting 3D NAND Flash PIM Arrays for Efficient Single-Batch Token Generation in LLMs
Yongjoo Jang, Sangwoo Hwang, Hojin Lee +4
The advancement of large language models has led to models with billions of parameters, significantly increasing memory and compute demands. Serving such models on conventional har…