Co-design Hardware and Algorithm for Vector Search

Vector search has emerged as the foundation for large-scale information retrieval and machine learning systems, with search engines like Google and Bing processing tens of thousands of queries per second on petabyte-scale document datasets by evaluating vector similarities between encoded query text...

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Bibliographic Details

Published in:	International Conference for High Performance Computing, Networking, Storage and Analysis (Online) pp. 1 - 16
Main Authors:	Jiang, Wenqi, Li, Shigang, Zhu, Yu, de Fine Licht, Johannes, He, Zhenhao, Shi, Runbin, Renggli, Cedric, Zhang, Shuai, Rekatsinas, Theodoros, Hoefler, Torsten, Alonso, Gustavo
Format:	Conference Proceeding
Language:	English
Published:	ACM 11.11.2023
Subjects:	Approximate nearest neighbor search Clustering algorithms Data centers FPGA Hardware hardware acceleration Search engines TCPIP Training Vectors
ISSN:	2167-4337
Online Access:	Get full text
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