2 papers
cs.NI2026
QASM: A Novel Framework for QUIC-Aware Stateful Middleboxes
Hari Hara Sudhan Selvam, Sameer G. Kulkarni
Stateful Middleboxes are integral part of enterprise and campus networks that provide essential in-network, security, and value-added services. These stateful middleboxes rely on p…
cs.NI2026
MCP-Diag: A Deterministic, Protocol-Driven Architecture for AI-Native Network Diagnostics
Devansh Lodha, Mohit Panchal, Sameer G. Kulkarni
The integration of Large Language Models (LLMs) into network operations (AIOps) is hindered by two fundamental challenges: the stochastic grounding problem, where LLMs struggle to…