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cs.NI2025
A Network Arena for Benchmarking AI Agents on Network Troubleshooting
Zhihao Wang, Alessandro Cornacchia, Alessio Sacco +3
Agentic systems, powered by Large Language Models (LLMs), assist network engineers with network configuration synthesis and network troubleshooting tasks. For network troubleshooti…
cs.SE2025
DMAS-Forge: A Framework for Transparent Deployment of AI Applications as Distributed Systems
Alessandro Cornacchia, Vaastav Anand, Muhammad Bilal +2
Agentic AI applications increasingly rely on multiple agents with distinct roles, specialized tools, and access to memory layers to solve complex tasks -- closely resembling servic…
cs.NI2025
OffRAC: Offloading Through Remote Accelerator Calls
Ziyi Yang, Krishnan B. Iyer, Yixi Chen +4
Modern applications increasingly demand ultra-low latency for data processing, often facilitated by host-controlled accelerators like GPUs and FPGAs. However, significant delays re…