https://terms-en.ai-term-hub.com/zh/tags/spark/Recent content in Spark on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000https://terms-en.ai-term-hub.com/zh/terms/muse_spark/Sat, 18 Jul 2026 11:28:00 +0000https://terms-en.ai-term-hub.com/zh/terms/muse_spark/<h2 id="definition">Definition</h2> <p>Muse Spark 是一个开源深度学习框架，旨在高效运行于 Apache Spark 之上。它允许开发人员通过利用分布式集群来训练复杂的神经网络，从而实现大规模并行计算和模型优化。</p> <h3 id="summary">Summary</h3> <p>一个基于 Apache Spark 构建的分布式深度学习框架，支持在大型集群上进行可扩展的模型训练。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>分布式计算</li> <li>Apache Spark</li> <li>深度学习</li> <li>可扩展性</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>在 PB 级数据集上训练大规模神经网络</li> <li>将机器学习流水线与现有的 Hadoop/Spark 集群集成</li> <li>大规模实时分布式推理</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/apache-spark-apache-spark-%E5%88%86%E5%B8%83%E5%BC%8F%E6%95%B0%E6%8D%AE%E5%A4%84%E7%90%86%E5%BC%95%E6%93%8E/">Apache Spark (Apache Spark 分布式数据处理引擎)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/tensorflow-google-%E5%BC%80%E5%8F%91%E7%9A%84%E5%BC%80%E6%BA%90%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%A1%86%E6%9E%B6/">TensorFlow (Google 开发的开源机器学习框架)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/pytorch-facebook-%E5%BC%80%E5%8F%91%E7%9A%84%E5%BC%80%E6%BA%90%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%BA%93/">PyTorch (Facebook 开发的开源机器学习库)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%88%86%E5%B8%83%E5%BC%8F%E7%B3%BB%E7%BB%9F-distributed-systems/">分布式系统 (Distributed Systems)</a></li> </ul>