Tag: Google
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Cloud Blog: Announcing a new monitoring library to optimize TPU performance
Source URL: https://cloud.google.com/blog/products/compute/new-monitoring-library-to-optimize-google-cloud-tpu-resources/ Source: Cloud Blog Title: Announcing a new monitoring library to optimize TPU performance Feedly Summary: For more than a decade, TPUs have powered Google’s most demanding AI training and serving workloads. And there is strong demand from customers for Cloud TPUs as well. When running advanced AI workloads, you need to be…
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Cloud Blog: Application monitoring in Google Cloud: Bridging manual and AI-assisted troubleshooting
Source URL: https://cloud.google.com/blog/products/management-tools/get-to-know-cloud-observability-application-monitoring/ Source: Cloud Blog Title: Application monitoring in Google Cloud: Bridging manual and AI-assisted troubleshooting Feedly Summary: As developers and operators, you know that having access to the right information in the proper context is crucial for effective troubleshooting. This is why organizations invest a lot upfront curating monitoring resources across different business…
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Tomasz Tunguz: Hidden Technical Debt in AI
Source URL: https://www.tomtunguz.com/hidden-technical-debt-in-ai/ Source: Tomasz Tunguz Title: Hidden Technical Debt in AI Feedly Summary: That little black box in the middle is machine learning code. I remember reading Google’s 2015 Hidden Technical Debt in ML paper & thinking how little of a machine learning application was actual machine learning. The vast majority was infrastructure, data…