NEO-DNND: Communication-Optimized Distributed Nearest Neighbor Graph Construction

Graph-based approximate nearest neighbor algorithms have shown high neighbor structure representation quality. NN-Descent is a widely known graph-based approximate nearest neighbor (ANN) algorithm. However, graph-based approaches are memory- and time-consuming.To address the drawbacks, we develop a...

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Veröffentlicht in:	SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis S. 688 - 696
Hauptverfasser:	Iwabuchi, Keita, Steil, Trevor, Priest, Benjamin W., Pearce, Roger, Sanders, Geoffrey
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 17.11.2024
Schlagworte:	approximate nearest neighbor Approximation algorithms Artificial neural networks Conferences distributed computing Focusing High performance computing Libraries Optimization Random access memory Scalability Vectors
Online-Zugang:	Volltext
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