Kristina Dzeparoska

LLM-Based Policy Generation for Intent-Based Management of Applications

Kristina Dzeparoska, Jieyu Lin, Ali Tizghadam et al. · 2023 · 60 citations · Full text

Software Maintenance, Intent Deployment, Policy Management +15

On the Robustness of Cooperative Multi-Agent Reinforcement Learning

Jieyu Lin, Kristina Dzeparoska, Sai Qian Zhang et al. · 2020 · 56 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +16

Towards a Self-Driving Management System for the Automated Realization of Intents

Kristina Dzeparoska, Nasim Beigi-Mohammadi, Ali Tizghadam et al. · IEEE Access · 2021 · 24 citations · Full text

Artificial Intelligence, Engineering, Advanced Driver-assistance System +24

MD-IDN: Multi-domain intent-driven networking in software-defined infrastructures

Saeed Arezoumand, Kristina Dzeparoska, Hadi Bannazadeh et al. · 2017 · 23 citations

AppleSeed: Intent-Based Multi-Domain Infrastructure Management via Few-Shot Learning

Jieyu Lin, Kristina Dzeparoska, Ali Tizghadam et al. · 2023 · 21 citations

Artificial Intelligence, Few-shot Learning, Llm Fine-tuning +22