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Performance

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  • 3 min

Why Is Your Multicloud So Slow?

Many complain about the performance of their multicloud deployments these days, and for good reasons. Here are a few areas to look for answers. It’s a Wednesday, and the accounting team is closing out this month’s sales and running end-of-month processing on a multicloud platform deployed four months ago. They run sales order entries on one cloud provider and the accounting application on another. Spanning both clouds is a common security system and API manager, among other services. What took only a few hours last month to process from start to finish now takes almost a day. You get an…
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  • 6 min

Speed Up Model Inference With Vertex AI Predictions’ Optimized Tensorflow Runtime

From product recommendations, to fraud detection, to route optimization, low latency predictions are vital for numerous machine learning tasks. That’s why we’re excited to announce a public preview for a new runtime that optimizes serving TensorFlow models on the Vertex AI Prediction service. This optimized TensorFlow runtime leverages technologies and model optimization techniques that are used internally at Google, and can be incorporated into your serving workflows without any changes to your training or model saving code. The result is faster predictions at a lower cost compared to the open source based pre-built TensorFlow serving containers. This post is a…
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