Apache Beam Archives - aster.cloud

3 min

Data

Scaling Machine Learning Inference With NVIDIA Tensorrt And Google Dataflow

A collaboration between Google Cloud and NVIDIA has enabled Apache Beam users to maximize the performance of ML models within their data processing pipelines, using NVIDIA TensorRT and NVIDIA GPUs…

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4 min

Building Advanced Beam Pipelines In Scala With SCIO

Apache Beam is an open source, unified programming model with a set of language-specific SDKs for defining and executing data processing workflows.Scio, pronounced shee-o, is Scala API for Beam developed…

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11 min

Engineering

Integrating ML Models Into Production Pipelines With Dataflow

Google Cloud’s Dataflow recently announced the General Availability support for Apache Beam’s generic machine learning prediction and inference transform, RunInference. In this blog, we will take a deeper dive on…

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5 min

Introducing Vertical Autoscaling In Streaming Dataflow Prime Jobs

Dataflow has provided a number of capabilities to improve utilization and efficiency by automatically provisioning and scaling resources for your job. The following are some of the examples: Horizontal Autoscaling…

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Apache Beam

Scaling Machine Learning Inference With NVIDIA Tensorrt And Google Dataflow

Building Advanced Beam Pipelines In Scala With SCIO

Integrating ML Models Into Production Pipelines With Dataflow

Introducing Vertical Autoscaling In Streaming Dataflow Prime Jobs

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Accelerating the frontiers of scientific discovery: Google’s $40M commitment to the Genesis Mission

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