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Analytical Modeling of Age of Information in Status Update Systems with Heterogeneous Information Sources: An Absorbing Markov Chain-based Approac

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Mendeley Data2024-01-31 更新2024-06-28 收录
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https://ieee-dataport.org/documents/analytical-modeling-age-information-status-update-systems-heterogeneous-information
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Aiming the analytical modeling of Age of Information (AoI) and Peak-AoI, uploaded codes construct and solve analytical models for Non-preemptive Bufferless, Probabilistic Generate-at-will (GAW) and Random Arrival with Single Buffer (RA-SB) servers using the theory of absorbing Markov Chains. In particular, they output per-source PAoI/AoI distributions in a setting with general number of sources where the sources may have different (i) general phase-type service time distributions, (ii) packet error probabilities and (iii) arrival rates. Towards the usage of analytical models, the script "numericalExample.m" provides an example which obtains per-source mean PAoI and AoI values as well as per-source PAoI and AoI violation probabilities for different servers.
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