197 citations · 367 across the 23 of their papers we have counts for
23 papers
Characterizing and Modeling Control-Plane Traffic for Mobile Core Network
Jiayi Meng, Jingqi Huang, Y. Charlie Hu +4
In this paper, we first carry out to our knowledge the first in-depth characterization of control-plane traffic, using a real-world control-plane trace for 37,325 UEs sampled at a…
Insurance Contract for High Renewable Energy Integration
Dongwei Zhao, Hao Wang, Jianwei Huang +1
The increasing penetration of renewable energy poses significant challenges to power grid reliability. There have been increasing interests in utilizing financial tools, such as in…
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
Peizhong Ju, Xiaojun Lin, Ness B. Shroff
In this paper, we study the generalization performance of overparameterized 3-layer NTK models. We show that, for a specific set of ground-truth functions (which we refer to as the…
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching
Liren Yu, Jiaming Xu, Xiaojun Lin
There is a growing interest in designing Graph Neural Networks (GNNs) for seeded graph matching, which aims to match two unlabeled graphs using only topological information and a s…
Time-of-use Pricing for Energy Storage Investment
Dongwei Zhao, Hao Wang, Jianwei Huang +1
Time-of-use (ToU) pricing is widely used by the electricity utility to shave peak load. Such a pricing scheme provides users with incentives to invest in behind-the-meter energy st…
A Case for Sampling Based Learning Techniques in Coflow Scheduling
Akshay Jajoo, Y. Charlie Hu, Xiaojun Lin
Coflow scheduling improves data-intensive application performance by improving their networking performance. State-of-the-art online coflow schedulers in essence approximate the cl…