Aug 17, 2022 · We propose a two-tiered incentive mechanism for FCS. First, we design an incentive mechanism in the participant recruitment stage where we consider the ...
Dec 11, 2024 · In this work, we attempt to explore a new distributed sensing and learning paradigm, called Federated Crowd Sensing (FCS). Specifically, we ...
A two-tiered incentive mechanism design for federated crowd sensing · Youqi Li, Fan Li, +2 authors. Huijie Chen · Published in CCF Transactions on Pervasive… 17 ...
Abstract: Mobile crowd sensing uses the combined effects of a large number of users to collect, process, and reuse data for different types of applications.
This paper proposed an Incentive Mechanism Design method for Federated Learning (FL) based on the Stackelberg Game.
Missing: tiered | Show results with:tiered
Dec 9, 2024 · To address this issue, we aim to design a privacy-preserving incentive mechanism for the federated cloud-edge learning (PFCEL) system such that ...
We propose novel task-bundling-based two-stage incentive mechanisms to incentivize both requesters and users.
ABSTRACT In this paper, we investigate the aggregated model quality maximization problem in hierarchical federated learning, the decision problem of which ...
In our system model, a model owner can choose to join between multiple federations based on their profit maximization objectives. this setting. The lower level ...
Apr 9, 2023 · In this paper, we design two-level incentive mechanisms for the HFL with a two-tiered computing structure to encourage the participation of entities in each ...
Missing: crowd sensing.