learned cost, latency, and throughput models for continuous and multimodal queries, * Exploring the use of machine learning and, where appropriate, large language models (LLMs) to support system optimization, configuration, or semantic processing in streaming pipelines. * Interest in learning-based techniques for system optimization and performance modeling; prior ML experience is helpful but not mandatory. * Experience with streaming systems, multimodal data, or large language models (LLMs) is a plus, but not a prerequisite.
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