127 citations · 559 across the 76 of their papers we have counts for
6 papers · 1 filter
Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent
Richeng Jin, Xiaofan He, Huaiyu Dai
While machine learning has achieved remarkable results in a wide variety of domains, the training of models often requires large datasets that may need to be collected from differe…
Infection Analysis on Irregular Networks through Graph Signal Processing
Seyyedali Hosseinalipour, Jie Wang, Yuanzhe Tian +1
In a networked system, functionality can be seriously endangered when nodes are infected, due to internal random failures or a contagious virus that develops into an epidemic. Give…
Power-Aware Allocation of Graph Jobs in Geo-Distributed Cloud Networks
Seyyedali Hosseinalipour, Anuj Nayak, Huaiyu Dai
In the era of big-data, the jobs submitted to the clouds exhibit complicated structures represented by graphs, where the nodes denote the sub-tasks each of which can be accommodate…
A Two-Stage Auction Mechanism for Cloud Resource Allocation
Seyyedali Hosseinalipour, Huaiyu Dai
With the recent growth in the size of cloud computing business, handling the interactions between customers and cloud providers has become more challenging. Auction theory has been…
Age-Optimal Trajectory Planning for UAV-Assisted Data Collection
Juan Liu, Xijun Wang, Bo Bai +1
Unmanned aerial vehicle (UAV)-aided data collection is a new and promising application in many practical scenarios. In this work, we study the age-optimal trajectory planning probl…
A Computation Offloading Incentive Mechanism with Delay and Cost Constraints under 5G Satellite-ground IoV architecture
Minghui LiWang, Shijie Dai, Zhibin Gao +3
The 5G Internet of Vehicles has become a new paradigm alongside the growing popularity and variety of computation-intensive applications with high requirements for computational re…