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Singh, 2025 - Google Patents

Intelligent load balancing systems using reinforcement learning system

Singh, 2025

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Document ID
1754357103254680482
Author
Singh R
Publication year
Publication venue
arXiv preprint arXiv:2505.07844

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Snippet

Load Balancing is a fundamental technology for scaling cloud infrastructure. It enables systems to distribute incoming traffic across backend servers using predefined algorithms such as round robin, weighted round robin, least connections, weighted least connections …
Continue reading at arxiv.org (PDF) (other versions)

Classifications

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    • H04L67/00—Network-specific arrangements or communication protocols supporting networked applications
    • H04L67/10—Network-specific arrangements or communication protocols supporting networked applications in which an application is distributed across nodes in the network
    • H04L67/1002—Network-specific arrangements or communication protocols supporting networked applications in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers, e.g. load balancing
    • H04L67/1004—Server selection in load balancing
    • H04L67/1014—Server selection in load balancing based on the content of a request
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    • H04L67/1002—Network-specific arrangements or communication protocols supporting networked applications in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers, e.g. load balancing
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    • H04L67/1008—Server selection in load balancing based on parameters of servers, e.g. available memory or workload
    • H—ELECTRICITY
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    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/505—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the load
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