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## 引用
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\[1\] Meijer, E., Beckman, B., & Bierman, G. (2006, June). Linq:
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reconciling object, relations and xml in the. net framework. In
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Proceedings of the 2006 ACM SIGMOD international conference on
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Management of data (pp. 706-706).
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\[2\] Murray, D. G., McSherry, F., Isaacs, R., Isard, M., Barham, P., &
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Abadi, M. (2013, November). Naiad: a timely dataflow system. In
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Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems
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Principles (pp. 439-455).
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\[3\] Zaharia, M., Chowdhury, M., Franklin, M. J., Shenker, S., & Stoica,
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I. (2010). Spark: Cluster computing with working sets. HotCloud,
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10(10-10), 95.
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\[4\] Fetterly, Y. Y. M. I. D., Budiu, M., Erlingsson, Ú., & Currey, P.
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K. G. J. (2009). DryadLINQ: A system for general-purpose distributed
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data-parallel computing using a high-level language. Proc. LSDS-IR, 8.
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\[5\] Murray, D. G., Simsa, J., Klimovic, A., & Indyk, I. (2021). tf.
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data: A Machine Learning Data Processing Framework. arXiv preprint
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arXiv:2101.12127.
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\[6\] Mohan, J., Phanishayee, A., Raniwala, A., & Chidambaram, V. (2020).
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Analyzing and mitigating data stalls in DNN training. arXiv preprint
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arXiv:2007.06775.
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\[7\] https://docs.google.com/document/d/18CXhDb1ygxg-YXNBJNzfzZsDFosB5e6BfnXLlejd9l0/edit#.
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\[8\] https://github.com/NVIDIA/DALI.
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\[9\] https://docs.ray.io/en/latest/data/dataset.html.
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\[10\] https://gitee.com/mindspore/dataset-plugin.
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