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Federated Edge Learning with Misaligned Over-The-Air Computation

Authors : Shao, Yulin; Gunduz, Deniz; Liew, Soung Chang

Subjects: Computer Science - Information Theory; Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Machine Learning

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Classifying Convergence Complexity of Nash Equilibria in Graphical Games Using Distributed Computing Theory

Authors : Hirvonen, Juho; Schmid, Laura; Chatterjee, Krishnendu

Subjects: Computer Science - Computer Science and Game Theory; Computer Science - Distributed, Parallel, and Cluster Computing

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FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout

Authors : Horvath, Samuel; Laskaridis, Stefanos; Almeida, Mario

Subjects: Computer Science - Machine Learning; Computer Science - Distributed, Parallel, and Cluster Computing

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SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Clou

Authors : Sakib; Zobaed; Salehi, Mohsen Amini

Subjects: Computer Science - Information Retrieval; Computer Science - Distributed, Parallel, and Cluster Computing

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CausalEC: A Causally Consistent Data Storage Algorithm based on Cross-Object Erasure Coding

Authors : Cadambe, Viveck R.; Lyu, Shihang

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Information Theory

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The PetscSF Scalable Communication Layer

Authors : Zhang, Junchao; Brown, Jed; Balay, Satish

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing; 65F10, 65F50, 68N99, 68W10; G.4

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An introduction to distributed training of deep neural networks for segmentation tasks with large seismic datasets

Authors : Birnie, Claire; Jarraya, Haithem; Hansteen, Fredrik

Subjects: Physics - Geophysics; Computer Science - Artificial Intelligence; Computer Science - Distributed, Parallel, and Cluster Computing

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Optimized Memoryless Fair-Share HPC Resources Scheduling using Transparent Checkpoint-Restart Preemption

Authors : Zvi, Kfir; Oren, Gal

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing

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Checkpointing and Localized Recovery for Nested Fork-Join Programs

Authors : Fohry, Claudia

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing

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Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning

Authors : Ji, Shaoxiong; Saravirta, Teemu; Pan, Shirui

Subjects: Computer Science - Machine Learning; Computer Science - Distributed, Parallel, and Cluster Computing

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