Data platforms and analytics
Video
Pravega, a new storage abstraction data streams
Streaming Analytics has become an indispensable tool for any agile organization. While the rapid evolution of streaming tools has provided the ability to react to incoming data instantly, it has also introduced several engineering challenges.…
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.…