Australian tech firm Silicon Quantum Computing (SQC) is developing commercial-scale quantum computing technology. Telstra has teamed up with SQC to test the applicability of quantum computing-enhanced machine learning to predictive telecom network analytics.
Over a 12-month period, SQC and Telstra evaluated SQC's quantum-enhanced machine-learning system, called Watermelon. Watermelon is a "quantum reservoir that generates quantum features that can be used in an AI model". The goal was to determine if existing predictive network analytics processes could be improved.
Currently, Telstra uses a combination of machine learning and AI to predict network performance and detect changes in network patterns. These systems analyze metrics like latency and bandwidth to predict potential variances.
Watermelon is a quantum reservoir that generates quantum features that can be used in an AI model.
Author's summary: Telstra tests SQC's Watermelon for quantum computing.