Опубликована: Янв. 1, 2021
Yuri Bizzoni, Stefania Degaetano-Ortlieb, Katrin Menzel, Elke Teich. Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. 2021.
Язык: Английский
Queueing Systems, Год журнала: 2022, Номер 100(3-4), С. 409 - 411
Опубликована: Апрель 1, 2022
Язык: Английский
Процитировано
1
2018 Winter Simulation Conference (WSC), Год журнала: 2021, Номер 47, С. 1 - 12
Опубликована: Дек. 12, 2021
Data centers have become a large part of our world and infrastructure now many them want to provided information their customers about the response times jobs. To this end, it is important be able predict what jobs might when data center implements specific queueing discipline. In paper, we investigate feasibility reliably predicting in real time single server shortest remaining processing queue or G/G/1/SRPT queue. Our proposed prediction methodology combine stochastic simulation with supervised learning machine algorithms. We consider several forms state like job size number other system at arrival. hope that can replicated for purposes systems.
Язык: Английский
Процитировано
1
2018 Winter Simulation Conference (WSC), Год журнала: 2023, Номер unknown, С. 2813 - 2824
Опубликована: Дек. 10, 2023
Bail funds have a long history of helping those who cannot afford bail in order to wait for trial at home. They also had large impact on the verdict defendant. In this paper, first stochastic model capturing dynamics community fund is presented. The integrates traditional queueing models with classic insurance/risk represent fund's intricate dynamics. Since blocking does not closed-form expressions its moments, simulation used assess Gaussian-based approximations that estimate probability defendant being denied access when it lacks adequate support them. Additionally, new simulation-based algorithm proposed and uses deterministic infusion capital as control variable stabilize defendants fund. Our results reveal our are suitable moderately highly active funds.
Язык: Английский
Процитировано
0
SSRN Electronic Journal, Год журнала: 2020, Номер unknown
Опубликована: Янв. 1, 2020
Service system design is often informed by queueing theory. Traditional theory assumes that servers work at constant speeds. That reasonable in computer science and manufacturing contexts. However, service systems are people, and, contrast to machines, systemic incentives created decisions influence their We study how server speed affected managerial concerning (i) many staff much pay them, (ii) whether when turn away customers, the context of many-server queues with finite or infinite buffers (M/M/N/k k ∈ Z+∪{∞}) which speeds emerge as solution a noncooperative game.We show symmetric equilibrium always exists loss (N=k) provide conditions for existence single-server (N=1). For general M/M/N/k system, we sufficient condition first-order bounds on such solution; however, showing it an challenging due multiple local maxima utility function. Nevertheless, asymptotic regime demand becomes large, function concave, allowing us characterize underloaded, critically loaded, overloaded equilibria.
Язык: Английский
Процитировано
0
Queueing Systems, Год журнала: 2022, Номер 100(3-4), С. 565 - 567
Опубликована: Март 19, 2022
Язык: Английский
Процитировано
0
Опубликована: Янв. 1, 2021
Yuri Bizzoni, Stefania Degaetano-Ortlieb, Katrin Menzel, Elke Teich. Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. 2021.
Язык: Английский
Процитировано
0