Logs typically record the source of truth during an incident, but their sheer volume and messiness makes incident detection and root cause analysis extremely challenging. As a result, logs are... (more…)

Machine Learning became one of the hottest domain of Computer Science. Each larger company is either applying Machine Learning or thinking about doing so soon to solve their problems and understand… (more…)

A machine learning algorithm for auto-discovering conserved quantities has been tested on five Hamiltonian systems, including the gravitational 3-body problem. (more…)

This is a guest post by Dana Van Aken, Andy Pavlo, and Geoff Gordon of Carnegie Melon University. This project demonstrates how academic researchers can leverage our AWS Cloud Credits for Research Program to support their scientific breakthroughs. (more…)

We frequently see terms like artificial intelligence, machine learning, and deep learning. But… what’s the difference? (more…)