K-Means Clustering on Noisy Intermediate Scale Quantum Computers

no code implementations • 26 Sep 2019 • Sumsam Ullah Khan, Ahsan Javed Awan, Gemma Vall-Llosera

Real-time clustering of big performance data generated by the telecommunication networks requires domain-specific high performance compute infrastructure to detect anomalies.

Clustering Emerging Technologies Quantum Physics

Support Vector Machines on Noisy Intermediate Scale Quantum Computers

no code implementations • 26 Sep 2019 • Jiaying Yang, Ahsan Javed Awan, Gemma Vall-Llosera

We also derive a quantum SVM system based on an optimized HHL quantum circuit with reduced circuit depth.