Kwanghyun Park

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Machine Learning

Top Venues

Proc. VLDB Endow.

Publications

Ji-Hoon Kim, Seunghee Han, Kwanghyun Park, Soo-Young Ji, Joo-Young Kim
Trinity: In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data Analytics. IEEE Access 12 (2024)
Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra
Pushing ML Predictions Into DBMSs. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Rui Liu, Kwanghyun Park, Fotis Psallidas, Xiaoyong Zhu, Jinghui Mo, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos, Yuanyuan Tian, Jesús Camacho-Rodríguez
Optimizing Data Pipelines for Machine Learning in Feature Stores. Proc. VLDB Endow. 16 (13) (2023)
Aarati Kakaraparthy, Jignesh M. Patel, Brian P. Kroth, Kwanghyun Park
VIP Hashing - Adapting to Skew in Popularity of Data on the Fly (extended version). CoRR (2022)
Aarati Kakaraparthy, Jignesh M. Patel, Brian Kroth, Kwanghyun Park
VIP Hashing - Adapting to Skew in Popularity of Data on the Fly. Proc. VLDB Endow. 15 (10) (2022)
Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos
End-to-end Optimization of Machine Learning Prediction Queries. CoRR (2022)
Kan Wu, Kaiwei Tu, Yuvraj Patel, Rathijit Sen, Kwanghyun Park, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
NyxCache: Flexible and Efficient Multi-tenant Persistent Memory Caching. FAST (2022)
Ji-Hoon Kim, Seunghee Han, Kwanghyun Park, Soo-Young Ji, Joo-Young Kim
Trinity: End-to-End In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data Analytics. HCS (2022)
Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos
End-to-end Optimization of Machine Learning Prediction Queries. SIGMOD Conference (2022)
Dong He, Supun Chathuranga Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi
Query Processing on Tensor Computation Runtimes. Proc. VLDB Endow. 15 (11) (2022)