Data platforms and analytics
Microsoft Research Blog
Microsoft makes AI debugging and visualization tool TensorWatch open source
The rise of deep learning is accompanied by ever-increasing model complexity, larger datasets, and longer training times for models. When working on novel concepts, researchers often need to understand why training metrics are trending the…
Project
CloudViews
Analytics-as-a-service, or analytics job service, is emerging as a new paradigm for enterprise data analytics. These services are motivated by the fact that setting up and running data analytics is a major hurdle for enterprises.…
Project
Honeycomb
Traditional CPUs are general, but this comes at a cost (called “Turing tax”). They are more expensive and less efficient than specialized hardware. This raises the question: should we build CPU-free nodes? CPU-free nodes only…