Mariam Kiran

Performance Modelling and Analysis of an OpenStack IaaS Cloud Computing Platform

2017

Performance is one of the main aspects that should be taken into consideration during the design, development, tuning and optimisation of computer networks supported by cloud computing platforms (CCPs). Queueing network models (QNMs) of CCPs …

Towards Automated Superconducting Circuit Calibration using Deep Reinforcement Learning

2021

This paper presents an innovative way of quantum circuit optimization; we propose an automated superconducting circuit calibration using deep reinforcement learning (ASCC-DRL). A simplified model of a transmon qubit coupled to a cavity resonator is …