HybridFLow is presented, a closed-loop SDN-driven orchestration framework that integrates network-layer intelligence directly into hybrid FL and generates calibrated per-client communication-time estimates before each training round and uses them to partition clients into synchronous and asynchronous groups while balan...
Osama Abu Hamdan, Rabina Pandey, Hao Che et al.· 0 citations
A Multi-Qubit Greenberger--Horne--Zeilinger (GHZ) State-based QKD scheme that reduces the number of qubits transmitted over the quantum channel and can be extended to multi-party QKD and server-client deployment.
Tasdiqul Islam, Rasman Mubtasim Swargo, Engin Arslan et al.· 0 citations
This study proposes a Reinforcement Learning (RL)-based model that determines which links to entangle in each time slot, replacing the slow ILP-based link-selection phase used in prior algorithms, providing a practical path toward scalable quantum routing.
Tasdiqul Islam, Rasman Mubtasim Swargo, Md. Arifuzzaman· Proceedings of the 3rd ACM S...· 0 citations
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