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H. Kim

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Book Open access Aug 2026

POSTER: Coherence Time-Aware Predictive Filtering for Entanglement Verification in Hybrid Quantum-Classical Networks

In hybrid quantum-classical networks, entanglement becomes usable only if classical verification messages arrive in time; yet they share links with ordinary traffic, so queuing delay may render the associated entanglement unusable. We propose QPFD, a coherence time-aware predictive filtering framework that estimates ar...

Jihoon Lim, Junkyu Hong, H. Kim et al. · 0 citations
2026

Traffic- and Multi-Tenancy-Aware In-Network Aggregation Placement for Distributed Machine Learning

Distributed machine learning is an effective method to alleviate the intensive computation costs of training; however, it suffers from network bottlenecks while collecting local results. The recent advent of programmable data planes has opened a new avenue, in-network aggregation, which executes gradient aggregations i...

H. Kim, Hochan Lee, Chanbin Bae et al. · 0 citations

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