5 papers
Qimax: Efficient quantum simulation via GPU-accelerated extended stabilizer formalism
Vu Tuan Hai, Bui Cao Doanh, Le Vu Trung Duong +2
Simulating Clifford and near-Clifford circuits using the extended stabilizer formalism has become increasingly popular, particularly in quantum error correction. Compared to the st…
A Protocol-Aware P4 Pipeline for MQTT Security and Anomaly Mitigation in Edge IoT Systems
Bui Ngoc Thanh Binh, Pham Hoai Luan, Le Vu Trung Duong +2
MQTT is the dominant lightweight publish--subscribe protocol for IoT deployments, yet edge security remains inadequate. Cloud-based intrusion detection systems add latency that is…
Transfer-Based Strategies for Multi-Target Quantum Optimization
Vu Tuan Hai, Bui Cao Doanh, Le Vu Trung Duong +2
We address the challenge of multi-target quantum optimization, where the objective is to simultaneously optimize multiple cost functions defined over the same quantum search space.…
Parallelizing the stabilizer formalism for quantum machine learning applications
Vu Tuan Hai, Le Vu Trung Duong, Pham Hoai Luan +1
The quantum machine learning model is emerging as a new model that merges quantum computing and machine learning. Simulating very deep quantum machine learning models requires a lo…
A Fast Quantum Image Compression Algorithm based on Taylor Expansion
Vu Tuan Hai, Huynh Ho Thi Mong Trinh, Pham Hoai Luan
With the increasing demand for storing images, traditional image compression methods face challenges in balancing the compressed size and image quality. However, the hybrid quantum…