Ethics-by-design: efficient, fair and inclusive resource allocation using machine learning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Law and the Biosciences"
DOI: 10.1093/jlb/lsac012
Abstract: Abstract The distribution of crucial medical goods and services in conditions of scarcity is among the most important, albeit contested, areas of public policy development. Policymakers must strike a balance between multiple efficiency and fairness… read more here.
Keywords: ethics design; efficient fair; machine learning; allocation ... See more keywords
EFPB: Efficient Fair Payment Based on Blockchain for Outsourcing Services in Cloud Computing
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3261560
Abstract: Despite the maturity of cloud services (e.g., outsourcing of computational tasks), a number of operational challenges remain. For example, how do we ensure trust between outsourcers and workers in a zero-trust environment? While a number… read more here.
Keywords: blockchain; efficient fair; payment based; fair payment ... See more keywords
Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3187365
Abstract: Emerging machine learning (ML) technologies, in combination with the increasing computational power of mobile devices, lead to the extensive adoption of ML-based applications. Different from conventional model training that needs to collect all the user… read more here.
Keywords: federated learning; efficient fair; eiffel efficient; model training ... See more keywords
A Mathematical Model for Efficient and Fair Resource Assignment in Multipath Transport
Sign Up to like & getrecommendations! Published in 2019 at "Future Internet"
DOI: 10.3390/fi11020039
Abstract: Multipath transport protocols are aimed at increasing the throughput of data flows as well as maintaining fairness between users, which are both crucial factors to maximize user satisfaction. In this paper, a mixed (non)linear programming… read more here.
Keywords: model efficient; multipath transport; transport; efficient fair ... See more keywords