PTF adds stages, gates, and per-feed metadata to TensorFlow to support concurrent, isolated, flow-controlled processing of multiple batches, demonstrated on a genomic align/sort pipeline.
MillWheel: Fault-Tolerant Stream Processing at Internet Scale
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Extending TensorFlow's Semantics with Pipelined Execution
PTF adds stages, gates, and per-feed metadata to TensorFlow to support concurrent, isolated, flow-controlled processing of multiple batches, demonstrated on a genomic align/sort pipeline.