5 citations · 7 across the 4 of their papers we have counts for
4 papers
Collaborative AI Agents and Critics for Fault Detection and Cause Analysis in Network Telemetry
Syed Eqbal Alam, Zhan Shu
We develop algorithms for collaborative control of AI agents and critics in a multi-actor, multi-critic federated multi-agent system. Each AI agent and critic has access to classic…
Distributed Incast Detection in Data Center Networks
Yiming Zheng, Haoran Qi, Lirui Yu +2
Incast traffic in data centers can lead to severe performance degradation, such as packet loss and increased latency. Effectively addressing incast requires prompt and accurate det…
Traffic Divergence Theory: An Analysis Formalism for Dynamic Networks
Matin Macktoobian, Zhan Shu, Qing Zhao
Traffic dynamics is universally crucial in analyzing and designing almost any network. This article introduces a novel theoretical approach to analyzing network traffic dynamics. T…
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach
Matin Macktoobian, Zhan Shu, Qing Zhao
Faults occurring in ad-hoc robot networks may fatally perturb their topologies leading to disconnection of subsets of those networks. Optimal topology synthesis is generally resour…