Quantifying the performance of the TPU, our first machine learning chip Editor's Note: Learn about our newly available Cloud TPUs. We’ve been using compute-intensive machine learning in our products for the past 15 years. We use it so much that we even designed an entirely new class of custom machine learning accelerator, the Tensor Processing Unit. Just how fast is the TPU, actually? Today, in co
Flash Reliability in Production: The Expected and the Unexpected Bianca Schroeder, University of Toronto; Raghav Lagisetty and Arif Merchant, Google, Inc. As solid state drives based on flash technology are becoming a staple for persistent data storage in data centers, it is important to understand their reliability characteristics. While there is a large body of work based on experiments with ind
Underutilization and segregation are the classic strategies for ensuring resources are available when work absolutely must get done. Keep a database on its own server so when the load spikes another VM or high priority thread can't interfere with RAM, power, disk, or CPU access. And when you really need fast and reliable networking you can't rely on QOS, you keep a dedicated line. Google flips the
The photos appeared on the web in late February. Taken with a smartphone, they were a bit washed out and a little blurry in places, but you could easily make out the name on the back of the mystery computing device. "Pluto Switch," it said. A closeup of the "Pluto Switch," a mystery hardware device that landed on the edge of Iowa this past winter.Images: networking-forum.com Photos of the mystery
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