Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing Article Swipe

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Hassan Fawaz , Omar Houidi , Djamal Zeghlache , Julien Lesca , Pham Tran Anh Quang , Jérémie Leguay , Paolo Medagliani ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.23919/ifipnetworking57963.2023.10186430

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Computer Science

Reinforcement Learning

Queueing Theory

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Electrical Engineering

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Round-Robin Scheduling

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Mathematics

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Computer science Testbed Reinforcement learning Load balancing (electrical power) Network packet Queueing theory Distributed computing Computer network Throughput Graph Load management Fair queuing Quality of service Artificial intelligence Theoretical computer science Grid Electrical engineering Telecommunications Geometry Wireless Round-robin scheduling Fair-share scheduling Engineering Mathematics

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Type: article
Language: en
Landing Page: https://doi.org/10.23919/ifipnetworking57963.2023.10186430
OA Status: green
Cited By: 5
References: 25
Related Works: 10
OpenAlex ID: https://openalex.org/W4385214194

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OpenAlex ID: https://openalex.org/W4385214194

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DOI: https://doi.org/10.23919/ifipnetworking57963.2023.10186430

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Title: Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing

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Type: article

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Language: en

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Publication year: 2023

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Publication date: 2023-06-12

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Authors: Hassan Fawaz, Omar Houidi, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, Jérémie Leguay, Paolo Medagliani

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Landing page: https://doi.org/10.23919/ifipnetworking57963.2023.10186430

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Open access: Yes

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Concepts: Computer science, Testbed, Reinforcement learning, Load balancing (electrical power), Network packet, Queueing theory, Distributed computing, Computer network, Throughput, Graph, Load management, Fair queuing, Quality of service, Artificial intelligence, Theoretical computer science, Grid, Electrical engineering, Telecommunications, Geometry, Wireless, Round-robin scheduling, Fair-share scheduling, Engineering, Mathematics

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Cited by: 5

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Citations by year (recent): 2025: 2, 2024: 3

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References (count): 25

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Related works (count): 10

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referenced_works	https://openalex.org/W4281636255, https://openalex.org/W4290996521, https://openalex.org/W3034569288, https://openalex.org/W3159537171, https://openalex.org/W4210878699, https://openalex.org/W6768539364, https://openalex.org/W6767328439, https://openalex.org/W2113852631, https://openalex.org/W2944525691, https://openalex.org/W6739901393, https://openalex.org/W6780955760, https://openalex.org/W2145339207, https://openalex.org/W4211068600, https://openalex.org/W6684921986, https://openalex.org/W2079258408, https://openalex.org/W2063777913, https://openalex.org/W6677771311, https://openalex.org/W4306179383, https://openalex.org/W2804791273, https://openalex.org/W2118133343, https://openalex.org/W3046214836, https://openalex.org/W2995937146, https://openalex.org/W2971727319, https://openalex.org/W2963864421, https://openalex.org/W4385245566
referenced_works_count	25
abstract_inverted_index.audience	1
abstract_inverted_index.International	0
cited_by_percentile_year.max	97
cited_by_percentile_year.min	95
countries_distinct_count	1
institutions_distinct_count	7
citation_normalized_percentile.value	0.79491631
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False