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Conference papers
Impulsive Control for G-AIMD Dynamics with Relaxed and Hard Constraints
Abstract : Motivated by various applications from Internet congestion control to power control in smart grids and electric vehicle charging, we study Generalized Additive Increase Multiplicative Decrease (G-AIMD) dynamics under impulsive control in continuous time with the time average alpha-fairness criterion. We first show that the control under relaxed constraints can be described by a threshold. Then, we propose a Whittle-type index heuristic for the hard constraint problem. We prove that in the homogeneous case the index policy is asymptotically optimal when the number of users is large.
Cited literature [29 references]
https://hal.inria.fr/hal-01966182
Contributor : Konstantin Avrachenkov Connect in order to contact the contributor
Submitted on : Thursday, December 27, 2018 - 5:28:53 PM
Last modification on : Tuesday, November 17, 2020 - 12:10:13 PM
Long-term archiving on: : Thursday, March 28, 2019 - 1:57:37 PM
Contributor : Konstantin Avrachenkov Connect in order to contact the contributor
Submitted on : Thursday, December 27, 2018 - 5:28:53 PM
Last modification on : Tuesday, November 17, 2020 - 12:10:13 PM
Long-term archiving on: : Thursday, March 28, 2019 - 1:57:37 PM
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GAIMD_CDC2018.pdf
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