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Quantum Distributed Algorithms for Approximate Steiner Trees and Directed Minimum Spanning Trees​We present two algorithms in the Quantum CONGEST- CLIQUE model of distributed computation that succeed with high probability; one for producing an approximately optimal Steiner Tree, and one for producing an exact directed minimum spanning tree, each of which uses O ̃(n1/4) rounds of communication and O ̃(n9/4) messages, achieving a lower asymptotic round and message complexity than any known algorithms in the classical CONGEST-CLIQUE model. At a high level, we achieve these results by combining classical algorithms with fast quantum subroutines. Additionally, we characterize the constants and logarithmic factors involved in our algorithms, as well as related classical algorithms, revealing that advances are needed to render both practical.
Document ID
20230013320
Acquisition Source
Ames Research Center
Document Type
Presentation
Authors
Phillip Kerger
(Johns Hopkins University Baltimore, Maryland, United States)
David Bernal Neira
(Universities Space Research Association Columbia, Maryland, United States)
Zoe Gonzalez Izquierdo
(Universities Space Research Association Columbia, Maryland, United States)
Eleanor Rieffel
(Ames Research Center Mountain View, California, United States)
Date Acquired
September 13, 2023
Subject Category
Physics of Elementary Particles and Fields
Computer Programming and Software
Numerical Analysis
Meeting Information
Meeting: IEEE International Conference on Quantum Computing and Engineering (QCE)
Location: Bellevue, WA
Country: US
Start Date: September 17, 2023
End Date: September 22, 2023
Sponsors: Microsoft (United States)
Funding Number(s)
CONTRACT_GRANT: NNA16BD14C
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
NASA Peer Committee
Keywords
quantum computing
distributed algorithms
CONGEST-CLIQUE
Steiner Tree
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