Reputation-aware Hedonic Coalition Formation for Efficient Serverless Hierarchical Federated Learning

Author(s):  
Jer Shyuan Ng ◽  
Wei Yang Bryan Lim ◽  
Zehui Xiong ◽  
Xianbin Cao ◽  
Jiangming Jin ◽  
...  
2021 ◽  
Author(s):  
Ayan Dutta ◽  
Vladimir Ufimtsev ◽  
Tuffa Said ◽  
Inmo Jang ◽  
Roger Eggen

Author(s):  
Mayuko Miyata ◽  
◽  
Shao-Chin Sung

In this paper, we propose game theoretical models for developing staffing strategies, i.e., strategies which support managers’ decision making on hiring, head hunting, staff reassignment, and implementation of staff development policy in enterprises. Our staffing models are hedonic coalition formation games with newly proposed stability concepts calledinvitation based stabilities, in which players’ activities of changing their coalitions are motivated based on invitation from other coalitions. These stabilities capture behaviors of managers, employees, and contractors depending on the balance of power in business situations. We analyze the existence of stable coalition structures under invitation based stabilities, and provide several sufficient conditions with natural interpretations as staffing strategies.


Author(s):  
Abdelkabir Sahnoun ◽  
Ahmed Habbani ◽  
Jamal El Abbadi

One of the most routing problems in Mobile Ad-hoc Network is the node’s selfishness. Nodes are generally selfish and try to maximize their own benefit; hence these nodes refuse to forward packet on behalf of others to preserve their limited energy resources. This selfishness may lead to a low efficiency of routing. Therefore, it is important to study mechanisms which can be used encourage cooperation among nodes, to maintain the network efficiency. In this paper, we propose a cooperative game theoretic model to support more energy-aware and available bandwidth routing in MANET. We introduce a novel framework from coalitional-formation game theory, called hedonic coalition-formation game. We integrate this model to OLSR protocol that is an optimization over the classical link state protocol for the MANETs. Within each coalition, a coalition coordinator acts as a special MPR node to improve the energy efficient and the packet success rate of the transmission. Simulation results show how the proposed algorithm improve the performance in terms of the percentage of selected MPR nodes in the network, the percentage of alive nodes by time, and the Packet Delivery Ratio. Which prove that our proposed model leads, to better results compared to the classical OLSR.


Automatica ◽  
2013 ◽  
Vol 49 (11) ◽  
pp. 3234-3245 ◽  
Author(s):  
M. Ouimet ◽  
J. Cortés

2011 ◽  
Vol 10 (9) ◽  
pp. 1327-1344 ◽  
Author(s):  
Walid Saad ◽  
Zhu Han ◽  
Tamer Basar ◽  
Merouane Debbah ◽  
Are Hjorungnes

Sign in / Sign up

Export Citation Format

Share Document