74 citations · 76 across the 5 of their papers we have counts for
7 papers
Can AI Agents Deliver Verifiable Network-Wide Outcomes Across Authority Boundaries?
Tianzhu Zhang, Chih-Kai Huang, Meikang Qiu
AI agents are increasingly involved in network automation, where they can initiate configuration changes through mediated operational interfaces and assess the resulting state. Non…
Can AI Agents Detect and Repair Artifact Drift in Network Experiments?
Tianzhu Zhang, Weichen Tao, Changgang Zheng +4
In recent years, AI agents have evolved into capable assistants that carry out multi-step tasks in digital environments. The network systems community is beginning to explore these…
From Network Automation to Trustworthy Autonomous Networking in the LLM Era: A Network Control Intelligence Perspective
Tianzhu Zhang, Changgang Zheng, Shanshan Wang +5
Since the inception of modern communication networks, the quest for operations automation has never ceased. Yet the evolution of network automation is difficult to characterize wit…
Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective
Qiong Liu, Tianzhu Zhang, Masoud Hemmatpour +5
Modern Artificial Intelligence (AI) technologies, led by Machine Learning (ML), have gained unprecedented momentum over the past decade. Following this wave of "AI summer", the net…
System Log Parsing: A Survey
Tianzhu Zhang, Han Qiu, Gabriele Castellano +3
Modern information and communication systems have become increasingly challenging to manage. The ubiquitous system logs contain plentiful information and are thus widely exploited…
Performance Benchmarking of State-of-the-Art Software Switches for NFV
Tianzhu Zhang, Leonardo Linguaglossa, Paolo Giaccone +2
With the ultimate goal of replacing proprietary hardware appliances with Virtual Network Functions (VNFs) implemented in software, Network Function Virtualization (NFV) has been ga…