Yangming Zhao

Redundant Entanglement Provisioning and Selection for Throughput Maximization in Quantum Networks

2021

Quantum communication using qubits based on the principle of entangled photons is a promising solution to improve network security. However, it is difficult to successfully create an entanglement link or connection between two nodes, especially …

Quantum Data Networking for Distributed Quantum Computing: Opportunities and Challenges

2022 · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)

Quantum Data Networking can significantly transform the landscape of quantum computing by enabling several small quantum computers (QCs) to form a distributed system to achieve the same computing power as a large quantum computer which …

Chronos: Accelerating Federated Learning With Resource Aware Training Volume Tuning at Network Edges

2022 · IEEE Transactions on Vehicular Technology

Due to the limited resources and data privacy issue, last decade witnesses the fast development of Distributed Machine Learning (DML) at network edges. Among all the existing DML paradigms, Federated Learning (FL) would be a …

EPS Placement and Lightweight Entanglement Routing for Quantum Data Networks

2024

Entanglement routing in quantum data networks plays a vital role to support various quantum applications. Existing works on entanglement routing either ignored the Entangled Photon Source (EPS) placement issue or simply assumed a pool of …