JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search
with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping

JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping

4 December 2023

Zihan Liu

Jingwen Leng

Cong Guo

Yuhao Zhu

Papers citing "JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping"

8 / 8 papers shown

Title
An Adaptive Vector Index Partitioning Scheme for Low-Latency RAG Pipeline Joo-Young Kim Divya Mahajan VLM 145 0 0 11 Apr 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
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 158 1 0 28 Feb 2025
Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture Yu Feng Weikai Lin Zihan Liu Jingwen Leng Minyi Guo Han Zhao Xiaofeng Hou Jieru Zhao Yuhao Zhu 36 3 0 13 Aug 2024
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 54 16 0 15 Oct 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 99 122 0 02 May 2023
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks Torsten Hoefler Dan Alistarh Tal Ben-Nun Nikoli Dryden Alexandra Peste MQ 141 684 0 31 Jan 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,109 0 02 Dec 2016