Sample-path moderate deviation principle for GI/GI/1+GI queues in the nearly critically loaded regime.

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Title: Sample-path moderate deviation principle for GI/GI/1+GI queues in the nearly critically loaded regime.
Authors: Feng, Chang1 (AUTHOR) chang.feng@utexas.edu, Hasenbein, John J.1 (AUTHOR) has@me.utexas.edu, Pang, Guodong2 (AUTHOR) gdpang@rice.edu
Source: Queueing Systems. Jun2025, Vol. 109 Issue 2, p1-37. 37p.
Subjects: Large deviation theory, Square root
Abstract: This paper establishes sample-path moderate deviation principles (MDP) for GI/GI/1+GI queues in the nearly critically loaded regime (or near-heavy-traffic regime). The processes of interest including queue-length process and offered waiting time process are scaled appropriately, with the space scaled in between the order of the time scaling and its square root. The rate functions in the sample-path MDPs for these processes can be explicitly expressed. We employ the method of exponential tightness, exponential equivalence and the contraction principle in large deviation theory and apply to these MDP-scaled processes. [ABSTRACT FROM AUTHOR]
Copyright of Queueing Systems is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Sample-path moderate deviation principle for GI/GI/1+GI queues in the nearly critically loaded regime.
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  Data: This paper establishes sample-path moderate deviation principles (MDP) for GI/GI/1+GI queues in the nearly critically loaded regime (or near-heavy-traffic regime). The processes of interest including queue-length process and offered waiting time process are scaled appropriately, with the space scaled in between the order of the time scaling and its square root. The rate functions in the sample-path MDPs for these processes can be explicitly expressed. We employ the method of exponential tightness, exponential equivalence and the contraction principle in large deviation theory and apply to these MDP-scaled processes. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Queueing Systems is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1007/s11134-025-09939-0
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        Text: English
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      – SubjectFull: Large deviation theory
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      – SubjectFull: Square root
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      – TitleFull: Sample-path moderate deviation principle for GI/GI/1+GI queues in the nearly critically loaded regime.
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            NameFull: Feng, Chang
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              Text: Jun2025
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              Y: 2025
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