IEEE

Breaking the Communication Bottleneck: A Novel MPI Framework Based on Priority Flow Scheduling for Distributed Scientific Computing Tasks

Abstract: Scientific computing tasks are often distributed across multiple servers for parallel computing using message-passing interface (MPI) libraries. However, inter-node communication costs have ...
Microsoft

Rethinking Machine Learning Collective Communication as a Multi Commodity Flow problem

Cloud operators utilize collective communication optimizers to enhance the efficiency of the single-tenant, centrally managed training clusters they manage. However, current optimizers struggle to ...
IEEE

Graphormer-Based Bayesian Network Conditional Normalizing Flow for Multivariate Time Series Anomaly Detection in Communication Networks

Abstract: High-dimensional time series data are becoming more widespread in many domains, including large-scale wireless networks for communication. However, because of its high dimensionality, label ...
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Queste Communications Ltd Reports Monthly Cash Flow

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