Mariam (Marium) Kiran, Ph.D.

2021 Rising Star in Networking and Communications (ACM N2Women)
2017 US Department of Energy (DOE) Early Career Award
2016 UK Royal Society Scientist at Westminister
Email: kiranm@ornl.gov

I am a Computer Networking and AI Scientist and currently serve as Group Lead to ORNL’s Quantum Networking and Communications Group. My research explores AI/ML solutions for improving network performance, flexibility and high-speed distributed data transfers for science. Involving themes of deep learning, software engineering and complex networks, I have developed solutions for optimizing data movement, TCP/IP protocols, learning controllers for Wide area network (WANs), wireless/5G (& Beyond) and Quantum networked devices. My research impacts DOE’s infrastructure used for high-energy physics, neutron science, materials science, biology, ecology, smart grids and nuclear energy applications.

Code

Feel free to reach out to me about following resources/code I maintain.

• My Github Organization on Self-driving Networks: Collection of deep learning solutions for network engineering with key softwares such as Traffic Prediction, InDIRA (Intent based networking) and HECATE (AI-enabled traffic engineering).

Writing & Media

• Books Published: X-Machines for Agent-Based Modeling: FLAME Perspectives Amazon Link
• Youtube channel:
• My Thoughts: