A guide to formulating fairness in an optimization model

V Xinying Chen, JN Hooker - Annals of Operations Research, 2023 - Springer
Optimization models typically seek to maximize overall benefit or minimize total cost. Yet
fairness is an important element of many practical decisions, and it is much less obvious …

[PDF][PDF] Proportional fair buffer scheduling algorithm for 5G enhanced mobile broadband.

A Mamane, M Fattah, M El Ghazi… - … Journal of Electrical …, 2021 - researchgate.net
The impending next generation of mobile communications denoted 5G intends to
interconnect user equipment, things, vehicles, and cities. It will provide an order of …

Slowdown as a metric for congestion control fairness

A Zapletal, F Kuipers - Proceedings of the 22nd ACM Workshop on Hot …, 2023 - dl.acm.org
The conventional definition of fairness in congestion control is flow rate fairness. However,
Internet users typically care about flow completion times (FCTs) and flow rate fairness does …

Quality of service and fairness for electric vehicle charging as a service

D Danner, H de Meer - Energy Informatics, 2021 - Springer
Due to the increasing battery capacity of electric vehicles, European standard electricity
socket-outlets at households are not enough for a full charge cycle overnight. Hence, people …

A distributed AI/ML framework for D2D Transmission Mode Selection in 5G and beyond

I Ioannou, C Christophorou, V Vassiliou, A Pitsillides - Computer Networks, 2022 - Elsevier
In this paper we build on the Distributed Artificial Intelligence (DAI) Framework, which makes
use of Belief-Desire-Intention extended (BDIx) agents residing on Device-to-Device (D2D) …

A novel billing approach for fair and effective demand side management: Appliance level billing (AppLeBill)

R Cakmak, İH Altaş - International Journal of Electrical Power & Energy …, 2020 - Elsevier
Demand side management (DSM) is an important part of smart electrical grid studies due to
high energy efficiency it provides. Effective DSM techniques are hinged on participation …

QoE-aware container scheduler for co-located cloud environments

M Carvalho, DF Macedo - 2021 IFIP/IEEE International …, 2021 - ieeexplore.ieee.org
Cloud management has traditionally considered Service Level Objectives (SLO) based on
QoS metrics. However, QoS-focused metrics have a limited effect on the Quality of …

Multi-objective flexibility disaggregation to distributed energy management systems

D Danner, R Huwa, H De Meer - ACM SIGENERGY Energy Informatics …, 2022 - dl.acm.org
Flexibility from stationary batteries and electric vehicles allow home energy management
systems to optimally consume local photovoltaic generation. The aggregated flexibility …

[PDF][PDF] A guide to formulating equity and fairness in an optimization model

VX Chen, JN Hooker - Preprint, 2021 - johnhooker.tepper.cmu.edu
Optimization models typically seek to maximize overall benefit or minimize total cost. Yet
equity and fairness are important elements of many practical decisions, and it is much less …

Evaluation of shared resource allocation using SAND for ABR streaming

S Pham, P Heeren, C Schmidt, D Silhavy… - ACM Transactions on …, 2020 - dl.acm.org
Adaptive bitrate media streaming clients adjust the quality of media content depending on
the current network conditions. The shared resource allocation (SRA) feature defined in …