[136] concluded that FedSGD works reasonably well with independent and identically distributed (IID) or semi-IID data, but its performance degrades as data heterogeneity increases. Thonglek et al. [137] noted that FedSGD enables decentralized private training, but suffers from high communication ...
Specifically, I consider the impact of four themes on eScience: the explosion of AI as an eScience enabler, quantum computing as a service in the cloud, DNA data storage in the cloud, and neuromorphic computing. I. Introduction Predictions of the future are often so colored by the present ...
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DCU an- nounced its Women in Leadership Plan in 2015 "with a view to addressing the issue of gender inequality at higher grades of appointment in the University" [18] and introduced a wide range of initiatives to realise this vision. Consequently, as demonstrated in Fig. 2, be- tween ...