Traffic Engineering (TE) is a basic building block of the Internet. In this paper, we analyze whether modern Machine Learning (ML) methods are ready to be used for TE optimization. We address this open question through a comparative analysis between the s... (more…)

“Winning a Kaggle competition does not prepare you for real-world data science!” I’ve heard that a lot. When I was still a... (more…)

Enterprise Search for complex technical disciplines remains a major challenge. The tools that work so well in web search - social clues, inbound links, and s... (more…)

Some time ago I started a journey into one of the most exciting fields in Computer Science — Machine Learning. This is my subjective guide… (more…)

We’ve developed a hundred line Python code where a search for the five most semantically similar items to any user supplied search term against a body of 100, 1k, and 10k documents takes around 5ms... (more…)