Hierarchical incentive mechanism design for federated machine learning in mobile networks
In recent years, the enhanced sensing and computation capabilities of Internet-of-Things
(IoT) devices have opened the doors to several mobile crowdsensing applications. In mobile …
(IoT) devices have opened the doors to several mobile crowdsensing applications. In mobile …
Consortium blockchain for secure resource sharing in vehicular edge computing: A contract-based approach
Vehicular edge computing (VEC) extends edge computing to vehicular networks by
exploiting computation resources of vehicles to offload tasks from other vehicles and …
exploiting computation resources of vehicles to offload tasks from other vehicles and …
When information freshness meets service latency in federated learning: A task-aware incentive scheme for smart industries
For several industrial applications, a sole data owner may lack sufficient training samples to
train effective machine learning based models. As such, we propose a federated learning …
train effective machine learning based models. As such, we propose a federated learning …
Smart contract-based spectrum sharing transactions for multi-operators wireless communication networks
Multiple-operators (multi-OPs) spectrum sharing mechanism can effectively improve the
spectrum utilization in fifth-generation (5G) wireless communication networks. The …
spectrum utilization in fifth-generation (5G) wireless communication networks. The …
Computation offloading in hierarchical multi-access edge computing based on contract theory and Bayesian matching game
C Su, F Ye, T Liu, Y Tian, Z Han - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has emerged as a promising paradigm because of its
good performance for computation-intensive and latency-critical applications. However, the …
good performance for computation-intensive and latency-critical applications. However, the …
An incentive mechanism design for mobile crowdsensing with demand uncertainties
Mobile crowdsensing (MCS) has shown great potential in addressing large-scale data
sensing problem by allocating sensing tasks to pervasive mobile users (MU). The MUs will …
sensing problem by allocating sensing tasks to pervasive mobile users (MU). The MUs will …
A multi-dimensional contract approach for data rewarding in mobile networks
Data rewarding is a novel business model leading a new economic trend in mobile
networks, in which the operators stimulate mobile users to watch ads with data rewards and …
networks, in which the operators stimulate mobile users to watch ads with data rewards and …
Contract design in hierarchical game for sponsored content service market
With a sponsored content scheme of mobile services, a content provider can encourage end
users/subscribers to access its contents, eg, with an advertisement, by paying part of the …
users/subscribers to access its contents, eg, with an advertisement, by paying part of the …
Data services sales design with mixed bundling strategy: A multidimensional adverse selection approach
In the era of the Internet of Things (IoT), an immense amount of data is generated from
numerous sensors and devices. Data as a service (DaaS) represents a new market whose …
numerous sensors and devices. Data as a service (DaaS) represents a new market whose …
Economics of strategic network infrastructure sharing: A backup reservation approach
In transitioning to 5G, the high infrastructure cost, the need for fast rollout of new services,
and the frequent technology/system upgrades triggered wireless operators to consider …
and the frequent technology/system upgrades triggered wireless operators to consider …