Data platforms and analytics
Publication
Sharon: Shared Online Event Sequence Aggregation
Publication
Communicating Data to an Audience
Video
Unsupervised Streaming Cyber-Analytics
The supervised learning approach to cyber-analytics has proven rather successful. However, there are challenges with this approach, including a frequent dearth of labelled data, the issue of temporal variation, and fundamentally, problems of data volume…
Microsoft Research Blog
Microsoft and Tsinghua University Work Together on Open Academic Data Research
In a recent collaboration, Microsoft and China’s Tsinghua University released an academic graph, named Open Academic Graph (OAG). This billion-scale academic graph integrates the current Microsoft Academic Graph (MAG) and Tsinghua’s AMiner academic graph. Specifically,…
Video
Observing and Controlling Distributed Systems with Cross-Cutting Tools
Distributed systems represent some of the most interesting and successful computing applications in use today, from modern web applications and social networks, to data analytics and large-scale machine learning. However, it is notoriously difficult to…
