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Abstract: Parameter server (PS) based on worker-server communication is designed for distributed machine learning (ML) training in clusters. In feedback-driven exploration of ML model training, users ...

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Abstract: Deep learning plays a pivotal role in numerous big data applications by enhancing the accuracy of models. However, the abundance of available data presents a challenge when training neural ...