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Paper Abstract and Keywords
Presentation 2026-03-05 11:10
Optimal Resource Allocation for Dynamic Demands in Distributed Quantum Computing
Nobuyuki Tanaka, Noriaki Kamiyama (Ritsumeikan Univ.) NS2025-300
Abstract (in Japanese) (See Japanese page) 
(in English) Distributed quantum computing (DQC), which distributes quantum computing resources across multiple nodes, is a powerful approach to overcoming the limitations imposed by the scale of qubits. However, since entanglement resources between nodes are finite, dynamic resource allocation based on demand significantly impacts computational performance. Particularly in environments where multiple applications run concurrently, quantum circuit demands and network resource requirements fluctuate over time, making efficient resource management a critical challenge. Therefore, this paper proposes an optimization method for request acceptance and logical circuit allocation in DQC networks, aiming to reduce processing time. Conventional methods assume static conditions and optimize using local rule-based approaches, potentially leading to performance degradation under dynamic demands. Consequently, this paper adopts an approach that sequentially learns optimal allocation decisions based on the situation using reinforcement learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Distributed Quantum Computing / Reinforcement Learning / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 385, NS2025-300, pp. 468-473, March 2026.
Paper # NS2025-300 
Date of Issue 2026-02-25 (NS) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NS2025-300

Conference Information
Committee IN NS  
Conference Date 2026-03-04 - 2026-03-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa-Ken Shichoson Jichi Kaikan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NS 
Conference Code 2026-03-IN-NS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimal Resource Allocation for Dynamic Demands in Distributed Quantum Computing 
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Keyword(1) Distributed Quantum Computing  
Keyword(2) Reinforcement Learning  
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1st Author's Name Nobuyuki Tanaka  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Noriaki Kamiyama  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker Author-1 
Date Time 2026-03-05 11:10:00 
Presentation Time 25 minutes 
Registration for NS 
Paper # NS2025-300 
Volume (vol) vol.125 
Number (no) no.385 
Page pp.468-473 
#Pages 6 
Date of Issue 2026-02-25 (NS) 

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