https://tech.preferred.jp/en/blog/technologies-behind-distributed-deep-learning-allreduce/
Technologies behind Distributed Deep Learning: AllReduce - Preferred Networks Tech Blog
Apr 10, 2026 - This post is contributed by Mr. Yuichiro Ueno, who were a Summer intern in 2017 and a part time engineer at PFN. If the mathematical expressions are not
distributed deep learningpreferred networkstechnologiesbehindallreduce
https://deepai.org/publication/comparison-of-privacy-preserving-distributed-deep-learning-methods-in-healthcare
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare | DeepAI
Dec 23, 2020 - 12/23/20 - In this paper, we compare three privacy-preserving distributed learning techniques: federated learning, split learning, and SplitF...
distributed deep learningcomparisonprivacypreserving
https://research.google/pubs/sketching-for-distributed-deep-learning-a-sharper-analysis/
Sketching for Distributed Deep Learning: A Sharper Analysis
distributed deep learningsketchingsharperanalysis
https://deepai.org/publication/communication-efficient-distributed-deep-learning-survey-evaluation-and-challenges
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges | DeepAI
May 27, 2020 - 05/27/20 - In recent years, distributed deep learning techniques are widely deployed to accelerate the training of deep learning models by ex...
distributed deep learningcommunicationefficientsurveyevaluation
https://openreview.net/forum?id=yroyhkhWS6
A Quadratic Synchronization Rule for Distributed Deep Learning | OpenReview
In distributed deep learning with data parallelism, synchronizing gradients at each training step can cause a huge communication overhead, especially when many...
distributed deep learningquadraticsynchronizationruleopenreview
https://arxiv.org/abs/1602.08191
[1602.08191] DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters
Abstract page for arXiv paper 1602.08191: DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters
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https://deepai.org/publication/natural-compression-for-distributed-deep-learning
Natural Compression for Distributed Deep Learning | DeepAI
May 27, 2019 - 05/27/19 - Due to their hunger for big data, modern deep learning models are trained in parallel, often in distributed environments, where co...
distributed deep learningnatural compressiondeepai