75 citations · 75 across the 5 of their papers we have counts for
5 papers
ARBITER: Guarded Agentic Control for SLO-Oriented Kubernetes Remediation
Pooyan Habibi, Alberto Leon-Garcia
Maintaining service-level objectives (SLOs) on Kubernetes microservices remains difficult because autoscalers observe coarse resource metrics, recent SLO controllers often depend o…
FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection
Huanchi Wang, Zihang Huang, Yifang Tian +3
Production systems generate millions of log lines daily, yet most anomaly detectors operate at the session or window-level, flagging groups of lines rather than identifying the spe…
Yodel: A Layer 3.5 Name-Based Multicast Network Architecture For The Future Internet
Morteza Moghaddassian, Alberto Leon-Garcia
Multicasting refers to the ability of transmitting data to multiple recipients without data sources needing to provide more than one copy of the data to the network. The network ta…
Intent Assurance using LLMs guided by Intent Drift
Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
Intent-Based Networking (IBN) presents a paradigm shift for network management, by promising to align intents and business objectives with network operations--in an automated manne…
LLM-based policy generation for intent-based management of applications
Kristina Dzeparoska, Jieyu Lin, Ali Tizghadam +1
Automated management requires decomposing high-level user requests, such as intents, to an abstraction that the system can understand and execute. This is challenging because even…