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在 AI 场景中，Apache Spark 凭借其强大的批处理能力与 Python 生态兼容性，广泛用于大模型训练前的数据清洗、特征工程与推理任务。而 Ray 因其低延迟、高并发特性，被 OpenAI 等头部机构用于分布式训练与强化学习。两者共同构成 Data + AI 的核心计算底座，支持从数据准备到模型推理的全流程高效执行。
While Carr's FCC paints a rosy picture of Charter's acquisition, history has provided multiple examples of mergers having the opposite effect on jobs and pricing. For example, redundancies created when T-Mobile merged with Sprint in 2020 led to a wave of layoffs at the carrier. And funnily enough in 2018, not long after Charter's merger with Time Warner Cable was approved by the FCC, the company raised prices on its Spectrum service by over $91 a year.