Co-design Hardware and Algorithm for Vector Search

19 June 2023

Papers citing "Co-design Hardware and Algorithm for Vector Search"

5 / 5 papers shown

Title
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval Chien-Yu Lin Keisuke Kamahori Yiyu Liu Xiaoxiang Shi Madhav Kashyap ... Stephanie Wang Arvind Krishnamurthy Rohan Kadekodi Luis Ceze Baris Kasikci 3DV VLM 188 1 0 28 Feb 2025
Incremental IVF Index Maintenance for Streaming Vector Search J. Mohoney Anil Pacaci S. R. Chowdhury U. F. Minhas Jeffery Pound Cédric Renggli Nima Reyhani Ihab F. Ilyas Theodoros Rekatsinas Shivaram Venkataraman 31 1 0 01 Nov 2024
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design Wenqi Jiang Shuai Zhang Boran Han Jie Wang Bernie Wang Tim Kraska 3DV 98 24 0 08 Mar 2024
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 54 14 0 15 Oct 2023
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 102 22 0 28 Jun 2022